ai-memory 0.6.4

AI-agnostic persistent memory system — MCP server, HTTP API, and CLI for any AI platform
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
1431
1432
1433
1434
1435
1436
1437
1438
1439
1440
1441
1442
1443
1444
1445
1446
1447
1448
1449
1450
1451
1452
1453
1454
1455
1456
1457
1458
1459
1460
1461
1462
1463
1464
1465
1466
1467
1468
1469
1470
1471
1472
1473
1474
1475
1476
1477
1478
1479
1480
1481
1482
1483
1484
1485
1486
1487
1488
1489
1490
1491
1492
1493
1494
1495
1496
1497
1498
1499
1500
1501
1502
1503
1504
1505
1506
1507
1508
1509
1510
1511
1512
1513
1514
1515
1516
1517
1518
1519
1520
1521
1522
1523
1524
1525
1526
1527
1528
1529
1530
1531
1532
1533
1534
1535
1536
1537
1538
1539
1540
1541
1542
1543
1544
1545
1546
1547
1548
1549
1550
1551
1552
1553
1554
1555
1556
1557
1558
1559
1560
1561
1562
1563
1564
1565
1566
1567
1568
1569
1570
1571
1572
1573
1574
1575
1576
1577
1578
1579
1580
1581
1582
1583
1584
1585
1586
1587
1588
1589
1590
1591
1592
1593
1594
1595
1596
1597
1598
1599
1600
1601
1602
1603
1604
1605
1606
1607
1608
1609
1610
1611
1612
1613
1614
1615
1616
1617
1618
1619
1620
1621
1622
1623
1624
1625
1626
1627
1628
1629
1630
1631
1632
1633
1634
1635
1636
1637
1638
1639
1640
1641
1642
1643
1644
1645
1646
1647
1648
1649
1650
1651
1652
1653
1654
1655
1656
1657
1658
1659
1660
1661
1662
1663
1664
1665
1666
1667
1668
1669
1670
1671
1672
1673
1674
1675
1676
1677
1678
1679
1680
1681
1682
1683
1684
1685
1686
1687
1688
1689
1690
1691
1692
1693
1694
1695
1696
1697
1698
1699
1700
1701
1702
1703
1704
1705
1706
1707
1708
1709
1710
1711
1712
1713
1714
1715
1716
1717
1718
1719
1720
1721
1722
1723
1724
1725
1726
1727
1728
1729
1730
1731
1732
1733
1734
1735
1736
1737
1738
1739
1740
1741
1742
1743
1744
1745
1746
1747
1748
1749
1750
1751
1752
1753
1754
1755
1756
1757
1758
1759
1760
1761
1762
1763
1764
1765
1766
1767
1768
1769
1770
1771
1772
1773
1774
1775
1776
1777
1778
1779
1780
1781
1782
1783
1784
1785
1786
1787
1788
1789
1790
1791
1792
1793
1794
1795
1796
1797
1798
1799
1800
1801
1802
1803
1804
1805
1806
1807
1808
1809
1810
1811
1812
1813
1814
1815
1816
1817
1818
1819
1820
1821
1822
1823
1824
1825
1826
1827
1828
1829
1830
1831
1832
1833
1834
1835
1836
1837
1838
1839
1840
1841
1842
1843
1844
1845
1846
1847
1848
1849
1850
1851
1852
1853
1854
1855
1856
1857
1858
1859
1860
1861
1862
1863
1864
1865
1866
1867
1868
1869
1870
1871
1872
1873
1874
1875
1876
1877
1878
1879
1880
1881
1882
1883
1884
1885
1886
1887
1888
1889
1890
1891
1892
1893
1894
1895
1896
1897
1898
1899
1900
1901
1902
1903
1904
1905
1906
1907
1908
1909
1910
1911
1912
1913
1914
1915
1916
1917
1918
1919
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
1962
1963
1964
1965
1966
1967
1968
1969
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
2025
2026
2027
2028
2029
2030
2031
2032
2033
2034
2035
2036
2037
2038
2039
2040
2041
2042
2043
2044
2045
2046
2047
2048
2049
2050
2051
2052
2053
2054
2055
2056
2057
2058
2059
2060
2061
2062
2063
2064
2065
2066
2067
2068
2069
2070
2071
2072
2073
2074
2075
2076
2077
2078
2079
2080
2081
2082
2083
2084
2085
2086
2087
2088
2089
2090
2091
2092
2093
2094
2095
2096
2097
2098
2099
2100
2101
2102
2103
2104
2105
2106
2107
2108
2109
2110
2111
2112
2113
2114
2115
2116
2117
2118
2119
2120
2121
2122
2123
2124
2125
2126
2127
2128
2129
2130
2131
2132
2133
2134
2135
2136
2137
2138
2139
2140
2141
2142
2143
2144
2145
2146
2147
2148
2149
2150
2151
2152
2153
2154
2155
2156
2157
2158
2159
2160
2161
2162
2163
2164
2165
2166
2167
2168
2169
2170
2171
2172
2173
2174
2175
2176
2177
2178
2179
2180
2181
2182
2183
2184
2185
2186
2187
2188
2189
2190
2191
2192
2193
2194
2195
2196
2197
2198
2199
2200
2201
2202
2203
2204
2205
2206
2207
2208
2209
2210
2211
2212
2213
2214
2215
2216
2217
2218
2219
2220
2221
2222
2223
2224
2225
2226
2227
2228
2229
2230
2231
2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
2256
2257
2258
2259
2260
2261
2262
2263
2264
2265
2266
2267
2268
2269
2270
2271
2272
2273
2274
2275
2276
2277
2278
2279
2280
2281
2282
2283
2284
2285
2286
2287
2288
2289
2290
2291
2292
2293
2294
2295
2296
2297
2298
2299
2300
2301
2302
2303
2304
2305
2306
2307
2308
2309
2310
2311
2312
2313
2314
2315
2316
2317
2318
2319
2320
2321
2322
2323
2324
2325
2326
2327
2328
2329
2330
2331
2332
2333
2334
2335
2336
2337
2338
2339
2340
2341
2342
2343
2344
2345
2346
2347
2348
2349
2350
2351
2352
2353
2354
2355
2356
2357
2358
2359
2360
2361
2362
2363
2364
2365
2366
2367
2368
2369
2370
2371
2372
2373
2374
2375
2376
2377
2378
2379
2380
2381
2382
2383
2384
2385
2386
2387
2388
2389
2390
2391
2392
2393
2394
2395
2396
2397
2398
2399
2400
2401
2402
2403
2404
2405
2406
2407
2408
2409
2410
2411
2412
2413
2414
2415
2416
2417
2418
2419
2420
2421
2422
2423
2424
2425
2426
2427
2428
2429
2430
2431
2432
2433
2434
2435
2436
2437
2438
2439
2440
2441
2442
2443
2444
2445
2446
2447
2448
2449
2450
2451
2452
2453
2454
2455
2456
2457
2458
2459
2460
2461
2462
2463
2464
2465
2466
2467
2468
2469
2470
2471
2472
2473
2474
2475
2476
2477
2478
2479
2480
2481
2482
2483
2484
2485
2486
2487
2488
2489
2490
2491
2492
2493
2494
2495
2496
2497
2498
2499
2500
2501
2502
2503
2504
2505
2506
2507
2508
2509
2510
2511
2512
2513
2514
2515
2516
2517
2518
2519
2520
2521
2522
2523
2524
2525
2526
2527
2528
2529
2530
2531
2532
2533
2534
2535
2536
2537
2538
2539
2540
2541
2542
2543
2544
2545
2546
2547
2548
2549
2550
2551
2552
2553
2554
2555
2556
2557
2558
2559
2560
2561
2562
2563
2564
2565
2566
2567
2568
2569
2570
2571
2572
2573
2574
2575
2576
2577
2578
2579
2580
2581
2582
2583
2584
2585
2586
2587
2588
2589
2590
2591
2592
2593
2594
2595
2596
2597
2598
2599
2600
2601
2602
2603
2604
2605
2606
2607
2608
2609
2610
2611
2612
2613
2614
2615
2616
2617
2618
2619
2620
2621
2622
2623
2624
2625
2626
2627
2628
2629
2630
2631
2632
2633
2634
2635
2636
2637
2638
2639
2640
2641
2642
2643
2644
2645
2646
2647
2648
2649
2650
2651
2652
2653
2654
2655
2656
2657
2658
2659
2660
2661
2662
2663
2664
2665
2666
2667
2668
2669
2670
2671
2672
2673
2674
2675
2676
2677
2678
2679
2680
2681
2682
2683
2684
2685
2686
2687
2688
2689
2690
2691
2692
2693
2694
2695
2696
2697
2698
2699
2700
2701
2702
2703
2704
2705
2706
2707
2708
2709
2710
2711
2712
2713
2714
2715
2716
2717
2718
2719
2720
2721
2722
2723
2724
2725
2726
2727
2728
2729
2730
2731
2732
2733
2734
2735
2736
2737
2738
2739
2740
2741
2742
2743
2744
2745
2746
2747
2748
2749
2750
2751
2752
2753
2754
2755
2756
2757
2758
2759
2760
2761
2762
2763
2764
2765
2766
2767
2768
2769
2770
2771
2772
2773
2774
2775
2776
2777
2778
2779
2780
2781
2782
2783
2784
2785
2786
2787
2788
2789
2790
2791
2792
2793
2794
2795
2796
2797
2798
2799
2800
2801
2802
2803
2804
2805
2806
2807
2808
2809
2810
2811
2812
2813
2814
2815
2816
2817
2818
2819
2820
2821
2822
2823
2824
2825
2826
2827
2828
2829
2830
2831
2832
2833
2834
2835
2836
2837
2838
2839
2840
2841
2842
2843
2844
2845
2846
2847
2848
2849
2850
2851
2852
2853
2854
2855
2856
2857
2858
2859
2860
2861
2862
2863
2864
2865
2866
2867
2868
2869
2870
2871
2872
2873
2874
2875
2876
2877
2878
2879
2880
2881
2882
2883
2884
2885
2886
2887
2888
2889
2890
2891
2892
2893
2894
2895
2896
2897
2898
2899
2900
2901
2902
2903
2904
2905
2906
2907
2908
2909
2910
2911
2912
2913
2914
2915
2916
2917
2918
2919
2920
2921
2922
2923
2924
2925
2926
2927
2928
2929
2930
2931
2932
2933
2934
2935
2936
2937
2938
2939
2940
2941
2942
2943
2944
2945
2946
2947
2948
2949
2950
2951
2952
2953
2954
2955
2956
2957
2958
2959
2960
2961
2962
2963
2964
2965
2966
2967
2968
2969
2970
2971
2972
2973
2974
2975
2976
2977
2978
2979
2980
2981
2982
2983
2984
2985
2986
2987
2988
2989
2990
2991
2992
2993
2994
2995
2996
2997
2998
2999
3000
3001
3002
3003
3004
3005
3006
3007
3008
3009
3010
3011
3012
3013
3014
3015
3016
3017
3018
3019
3020
3021
3022
3023
3024
3025
3026
3027
3028
3029
3030
3031
3032
3033
3034
3035
3036
3037
3038
3039
3040
3041
3042
3043
3044
3045
3046
3047
3048
3049
3050
3051
3052
3053
3054
3055
3056
3057
3058
3059
3060
3061
3062
3063
3064
3065
3066
3067
3068
3069
3070
3071
3072
3073
3074
3075
3076
3077
3078
3079
3080
3081
3082
3083
3084
3085
3086
3087
3088
3089
3090
3091
3092
3093
3094
3095
3096
3097
3098
3099
3100
3101
3102
3103
3104
3105
3106
3107
3108
3109
3110
3111
3112
3113
3114
3115
3116
3117
3118
3119
3120
3121
3122
3123
3124
3125
3126
3127
3128
3129
3130
3131
3132
3133
3134
3135
3136
3137
3138
3139
3140
3141
3142
3143
3144
3145
3146
3147
3148
3149
3150
3151
3152
3153
3154
3155
3156
3157
3158
3159
3160
3161
3162
3163
3164
3165
3166
3167
3168
3169
3170
3171
3172
3173
3174
3175
3176
3177
3178
3179
3180
3181
3182
3183
3184
3185
3186
3187
3188
3189
3190
3191
3192
3193
3194
3195
3196
3197
3198
3199
3200
3201
3202
3203
3204
3205
3206
3207
3208
3209
3210
3211
3212
3213
3214
3215
3216
3217
3218
3219
3220
3221
3222
3223
3224
3225
3226
3227
3228
3229
3230
3231
3232
3233
3234
3235
3236
3237
3238
3239
3240
3241
3242
3243
3244
3245
3246
3247
3248
3249
3250
3251
3252
3253
3254
3255
3256
3257
3258
3259
3260
3261
3262
3263
3264
3265
3266
3267
3268
3269
3270
3271
3272
3273
3274
3275
3276
3277
3278
3279
3280
3281
3282
3283
3284
3285
3286
3287
3288
3289
3290
3291
3292
3293
3294
3295
3296
3297
3298
3299
3300
3301
3302
3303
3304
3305
3306
3307
3308
3309
3310
3311
3312
3313
3314
3315
3316
3317
3318
3319
3320
3321
3322
3323
3324
3325
3326
3327
3328
3329
3330
3331
3332
3333
3334
3335
3336
3337
3338
3339
3340
3341
3342
3343
3344
3345
3346
3347
3348
3349
3350
3351
3352
3353
3354
3355
3356
3357
3358
3359
3360
3361
3362
3363
3364
3365
3366
3367
3368
3369
3370
3371
3372
3373
3374
3375
3376
3377
3378
3379
3380
3381
3382
3383
3384
3385
3386
3387
3388
3389
3390
3391
3392
3393
3394
3395
3396
3397
3398
3399
3400
3401
3402
3403
3404
3405
3406
3407
3408
3409
3410
3411
3412
3413
3414
3415
3416
3417
3418
3419
3420
3421
3422
3423
3424
3425
3426
3427
3428
3429
3430
3431
3432
3433
3434
3435
3436
3437
3438
3439
3440
3441
3442
3443
3444
3445
3446
3447
3448
3449
3450
3451
3452
3453
3454
3455
3456
3457
3458
3459
3460
3461
3462
3463
3464
3465
3466
3467
3468
3469
3470
3471
3472
3473
3474
3475
3476
3477
3478
3479
3480
3481
3482
3483
3484
3485
3486
3487
3488
3489
3490
3491
3492
3493
3494
3495
3496
3497
3498
3499
3500
3501
3502
3503
3504
3505
3506
3507
3508
3509
3510
3511
3512
3513
3514
3515
3516
3517
3518
3519
3520
3521
3522
3523
3524
3525
3526
3527
3528
3529
3530
3531
3532
3533
3534
3535
3536
3537
3538
3539
3540
3541
3542
3543
3544
3545
3546
3547
3548
3549
3550
3551
3552
3553
3554
3555
3556
3557
3558
3559
3560
3561
3562
3563
3564
3565
3566
3567
3568
3569
3570
3571
3572
3573
3574
3575
3576
3577
3578
3579
3580
3581
3582
3583
3584
3585
3586
3587
3588
3589
3590
3591
3592
3593
3594
3595
3596
3597
3598
3599
3600
3601
3602
3603
3604
3605
3606
3607
3608
3609
3610
3611
3612
3613
3614
3615
3616
3617
3618
3619
3620
3621
3622
3623
3624
3625
3626
3627
3628
3629
3630
3631
3632
3633
3634
3635
3636
3637
3638
3639
3640
3641
3642
3643
3644
3645
3646
3647
3648
3649
3650
3651
3652
3653
3654
3655
3656
3657
3658
3659
3660
3661
3662
3663
3664
3665
3666
3667
3668
3669
3670
3671
3672
3673
3674
3675
3676
3677
3678
3679
3680
3681
3682
3683
3684
3685
3686
3687
3688
3689
3690
3691
3692
3693
3694
3695
3696
3697
3698
3699
3700
3701
3702
3703
3704
3705
3706
3707
3708
3709
3710
3711
3712
3713
3714
3715
3716
3717
3718
3719
3720
3721
3722
3723
3724
3725
3726
3727
3728
3729
3730
3731
3732
3733
3734
3735
3736
3737
3738
3739
3740
3741
3742
3743
3744
3745
3746
3747
3748
3749
3750
3751
3752
3753
3754
3755
3756
3757
3758
3759
3760
3761
3762
3763
3764
3765
3766
3767
3768
3769
3770
3771
3772
3773
3774
3775
3776
3777
3778
3779
3780
3781
3782
3783
3784
3785
3786
3787
3788
3789
3790
3791
3792
3793
3794
3795
3796
3797
3798
3799
3800
3801
3802
3803
3804
3805
3806
3807
3808
3809
3810
3811
3812
3813
3814
3815
3816
3817
3818
3819
3820
3821
3822
3823
3824
3825
3826
3827
3828
3829
3830
3831
3832
3833
3834
3835
3836
3837
3838
3839
3840
3841
3842
3843
3844
3845
3846
3847
3848
3849
3850
3851
3852
3853
3854
3855
3856
3857
3858
3859
3860
3861
3862
3863
3864
3865
3866
3867
3868
3869
3870
3871
3872
3873
3874
3875
3876
3877
3878
3879
3880
3881
3882
3883
3884
3885
3886
3887
3888
3889
3890
3891
3892
3893
3894
3895
3896
3897
3898
3899
3900
3901
3902
3903
3904
3905
3906
3907
3908
3909
3910
3911
3912
3913
3914
3915
3916
3917
3918
3919
3920
3921
3922
3923
3924
3925
3926
3927
3928
3929
3930
3931
3932
3933
3934
3935
3936
3937
3938
3939
3940
3941
3942
3943
3944
3945
3946
3947
3948
3949
3950
3951
3952
3953
3954
3955
3956
3957
3958
3959
3960
3961
3962
3963
3964
3965
3966
3967
3968
3969
3970
3971
3972
3973
3974
3975
3976
3977
3978
3979
3980
3981
3982
3983
3984
3985
3986
3987
3988
3989
3990
3991
3992
3993
3994
3995
3996
3997
3998
3999
4000
4001
4002
4003
4004
4005
4006
4007
4008
4009
4010
4011
4012
4013
4014
4015
4016
4017
4018
4019
4020
4021
4022
4023
4024
4025
4026
4027
4028
4029
4030
4031
4032
4033
4034
4035
4036
4037
4038
4039
4040
4041
4042
4043
4044
4045
4046
4047
4048
4049
4050
4051
4052
4053
4054
4055
4056
4057
4058
4059
4060
4061
4062
4063
4064
4065
4066
4067
4068
4069
4070
4071
4072
4073
4074
4075
4076
4077
4078
4079
4080
4081
4082
4083
4084
4085
4086
4087
4088
4089
4090
4091
4092
4093
4094
4095
4096
4097
4098
4099
4100
4101
4102
4103
4104
4105
4106
4107
4108
4109
4110
4111
4112
4113
4114
4115
4116
4117
4118
4119
4120
4121
4122
4123
4124
4125
4126
4127
4128
4129
4130
4131
4132
4133
4134
4135
4136
4137
4138
4139
4140
4141
4142
4143
4144
4145
4146
4147
4148
4149
4150
4151
4152
4153
4154
4155
4156
4157
4158
4159
4160
4161
4162
4163
4164
4165
4166
4167
4168
4169
4170
4171
4172
4173
4174
4175
4176
4177
4178
4179
4180
4181
4182
4183
4184
4185
4186
4187
4188
4189
4190
4191
4192
4193
4194
4195
4196
4197
4198
4199
4200
4201
4202
4203
4204
4205
4206
4207
4208
4209
4210
4211
4212
4213
4214
4215
4216
4217
4218
4219
4220
4221
4222
4223
4224
4225
4226
4227
4228
4229
4230
4231
4232
4233
4234
4235
4236
4237
4238
4239
4240
4241
4242
4243
4244
4245
4246
4247
4248
4249
4250
4251
4252
4253
4254
4255
4256
4257
4258
4259
4260
4261
4262
4263
4264
4265
4266
4267
4268
4269
4270
4271
4272
4273
4274
4275
4276
4277
4278
4279
4280
4281
4282
4283
4284
4285
4286
4287
4288
4289
4290
4291
4292
4293
4294
4295
4296
4297
4298
4299
4300
4301
4302
4303
4304
4305
4306
4307
4308
4309
4310
4311
4312
4313
4314
4315
4316
4317
4318
4319
4320
4321
4322
4323
4324
4325
4326
4327
4328
4329
4330
4331
4332
4333
4334
4335
4336
4337
4338
4339
4340
4341
4342
4343
4344
4345
4346
4347
4348
4349
4350
4351
4352
4353
4354
4355
4356
4357
4358
4359
4360
4361
4362
4363
4364
4365
4366
4367
4368
4369
4370
4371
4372
4373
4374
4375
4376
4377
4378
4379
4380
4381
4382
4383
4384
4385
4386
4387
4388
4389
4390
4391
4392
4393
4394
4395
4396
4397
4398
4399
4400
4401
4402
4403
4404
4405
4406
4407
4408
4409
4410
4411
4412
4413
4414
4415
4416
4417
4418
4419
4420
4421
4422
4423
4424
4425
4426
4427
4428
4429
4430
4431
4432
4433
4434
4435
4436
4437
4438
4439
4440
4441
4442
4443
4444
4445
4446
4447
4448
4449
4450
4451
4452
4453
4454
4455
4456
4457
4458
4459
4460
4461
4462
4463
4464
4465
4466
4467
4468
4469
4470
4471
4472
4473
4474
4475
4476
4477
4478
4479
4480
4481
4482
4483
4484
4485
4486
4487
4488
4489
4490
4491
4492
4493
4494
4495
4496
4497
4498
4499
4500
4501
4502
4503
4504
4505
4506
4507
4508
4509
4510
4511
4512
4513
4514
4515
4516
4517
4518
4519
4520
4521
4522
4523
4524
4525
4526
4527
4528
4529
4530
4531
4532
4533
4534
4535
4536
4537
4538
4539
4540
4541
4542
4543
4544
4545
4546
4547
4548
4549
4550
4551
4552
4553
4554
4555
4556
4557
4558
4559
4560
4561
4562
4563
4564
4565
4566
4567
4568
4569
4570
4571
4572
4573
4574
4575
4576
4577
4578
4579
4580
4581
4582
4583
4584
4585
4586
4587
4588
4589
4590
4591
4592
4593
4594
4595
4596
4597
4598
4599
4600
4601
4602
4603
4604
4605
4606
4607
4608
4609
4610
4611
4612
4613
4614
4615
4616
4617
4618
4619
4620
4621
4622
4623
4624
4625
4626
4627
4628
4629
4630
4631
4632
4633
4634
4635
4636
4637
4638
4639
4640
4641
4642
4643
4644
4645
4646
4647
4648
4649
4650
4651
4652
4653
4654
4655
4656
4657
4658
4659
4660
4661
4662
4663
4664
4665
4666
4667
4668
4669
4670
4671
4672
4673
4674
4675
4676
4677
4678
4679
4680
4681
4682
4683
4684
4685
4686
4687
4688
4689
4690
4691
4692
4693
4694
4695
4696
4697
4698
4699
4700
4701
4702
4703
4704
4705
4706
4707
4708
4709
4710
4711
4712
4713
4714
4715
4716
4717
4718
4719
4720
4721
4722
4723
4724
4725
4726
4727
4728
4729
4730
4731
4732
4733
4734
4735
4736
4737
4738
4739
4740
4741
4742
4743
4744
4745
4746
4747
4748
4749
4750
4751
4752
4753
4754
4755
4756
4757
4758
4759
4760
4761
4762
4763
4764
4765
4766
4767
4768
4769
4770
4771
4772
4773
4774
4775
4776
4777
4778
4779
4780
4781
4782
4783
4784
4785
4786
4787
4788
4789
4790
4791
4792
4793
4794
4795
4796
4797
4798
4799
4800
4801
4802
4803
4804
4805
4806
4807
4808
4809
4810
4811
4812
4813
4814
4815
4816
4817
4818
4819
4820
4821
4822
4823
4824
4825
4826
4827
4828
4829
4830
4831
4832
4833
4834
4835
4836
4837
4838
4839
4840
4841
4842
4843
4844
4845
4846
4847
4848
4849
4850
4851
4852
4853
4854
4855
4856
4857
4858
4859
4860
4861
4862
4863
4864
4865
4866
4867
4868
4869
4870
4871
4872
4873
4874
4875
4876
4877
4878
4879
4880
4881
4882
4883
4884
4885
4886
4887
4888
4889
4890
4891
4892
4893
4894
4895
4896
4897
4898
4899
4900
4901
4902
4903
4904
4905
4906
4907
4908
4909
4910
4911
4912
4913
4914
4915
4916
4917
4918
4919
4920
4921
4922
4923
4924
4925
4926
4927
4928
4929
4930
4931
4932
4933
4934
4935
4936
4937
4938
4939
4940
4941
4942
4943
4944
4945
4946
4947
4948
4949
4950
4951
4952
4953
4954
4955
4956
4957
4958
4959
4960
4961
4962
4963
4964
4965
4966
4967
4968
4969
4970
4971
4972
4973
4974
4975
4976
4977
4978
4979
4980
4981
4982
4983
4984
4985
4986
4987
4988
4989
4990
4991
4992
4993
4994
4995
4996
4997
4998
4999
5000
5001
5002
5003
5004
5005
5006
5007
5008
5009
5010
5011
5012
5013
5014
5015
5016
5017
5018
5019
5020
5021
5022
5023
5024
5025
5026
5027
5028
5029
5030
5031
5032
5033
5034
5035
5036
5037
5038
5039
5040
5041
5042
5043
5044
5045
5046
5047
5048
5049
5050
5051
5052
5053
5054
5055
5056
5057
5058
5059
5060
5061
5062
5063
5064
5065
5066
5067
5068
5069
5070
5071
5072
5073
5074
5075
5076
5077
5078
5079
5080
5081
5082
5083
5084
5085
5086
5087
5088
5089
5090
5091
5092
5093
5094
5095
5096
5097
5098
5099
5100
5101
5102
5103
5104
5105
5106
5107
5108
5109
5110
5111
5112
5113
5114
5115
5116
5117
5118
5119
5120
5121
5122
5123
5124
5125
5126
5127
5128
5129
5130
5131
5132
5133
5134
5135
5136
5137
5138
5139
5140
5141
5142
5143
5144
5145
5146
5147
5148
5149
5150
5151
5152
5153
5154
5155
5156
5157
5158
5159
5160
5161
5162
5163
5164
5165
5166
5167
5168
5169
5170
5171
5172
5173
5174
5175
5176
5177
5178
5179
5180
5181
5182
5183
5184
5185
5186
5187
5188
5189
5190
5191
5192
5193
5194
5195
5196
5197
5198
5199
5200
5201
5202
5203
5204
5205
5206
5207
5208
5209
5210
5211
5212
5213
5214
5215
5216
5217
5218
5219
5220
5221
5222
5223
5224
5225
5226
5227
5228
5229
5230
5231
5232
5233
5234
5235
5236
5237
5238
5239
5240
5241
5242
5243
5244
5245
5246
5247
5248
5249
5250
5251
5252
5253
5254
5255
5256
5257
5258
5259
5260
5261
5262
5263
5264
5265
5266
5267
5268
5269
5270
5271
5272
5273
5274
5275
5276
5277
5278
5279
5280
5281
5282
5283
5284
5285
5286
5287
5288
5289
5290
5291
5292
5293
5294
5295
5296
5297
5298
5299
5300
5301
5302
5303
5304
5305
5306
5307
5308
5309
5310
5311
5312
5313
5314
5315
5316
5317
5318
5319
5320
5321
5322
5323
5324
5325
5326
5327
5328
5329
5330
5331
5332
5333
5334
5335
5336
5337
5338
5339
5340
5341
5342
5343
5344
5345
5346
5347
5348
5349
5350
5351
5352
5353
5354
5355
5356
5357
5358
5359
5360
5361
5362
5363
5364
5365
5366
5367
5368
5369
5370
5371
5372
5373
5374
5375
5376
5377
5378
5379
5380
5381
5382
5383
5384
5385
5386
5387
5388
5389
5390
5391
5392
5393
5394
5395
5396
5397
5398
5399
5400
5401
5402
5403
5404
5405
5406
5407
5408
5409
5410
5411
5412
5413
5414
5415
5416
5417
5418
5419
5420
5421
5422
5423
5424
5425
5426
5427
5428
5429
5430
5431
5432
5433
5434
5435
5436
5437
5438
5439
5440
5441
5442
5443
5444
5445
5446
5447
5448
5449
5450
5451
5452
5453
5454
5455
5456
5457
5458
5459
5460
5461
5462
5463
5464
5465
5466
5467
5468
5469
5470
5471
5472
5473
5474
5475
5476
5477
5478
5479
5480
5481
5482
5483
5484
5485
5486
5487
5488
5489
5490
5491
5492
5493
5494
5495
5496
5497
5498
5499
5500
5501
5502
5503
5504
5505
5506
5507
5508
5509
5510
5511
5512
5513
5514
5515
5516
5517
5518
5519
5520
5521
5522
5523
5524
5525
5526
5527
5528
5529
5530
5531
5532
5533
5534
5535
5536
5537
5538
5539
5540
5541
5542
5543
5544
5545
5546
5547
5548
5549
5550
5551
5552
5553
5554
5555
5556
5557
5558
5559
5560
5561
5562
5563
5564
5565
5566
5567
5568
5569
5570
5571
5572
5573
5574
5575
5576
5577
5578
5579
5580
5581
5582
5583
5584
5585
5586
5587
5588
5589
5590
5591
5592
5593
5594
5595
5596
5597
5598
5599
5600
5601
5602
5603
5604
5605
5606
5607
5608
5609
5610
5611
5612
5613
5614
5615
5616
5617
5618
5619
5620
5621
5622
5623
5624
5625
5626
5627
5628
5629
5630
5631
5632
5633
5634
5635
5636
5637
5638
5639
5640
5641
5642
5643
5644
5645
5646
5647
5648
5649
5650
5651
5652
5653
5654
5655
5656
5657
5658
5659
5660
5661
5662
5663
5664
5665
5666
5667
5668
5669
5670
5671
5672
5673
5674
5675
5676
5677
5678
5679
5680
5681
5682
5683
5684
5685
5686
5687
5688
5689
5690
5691
5692
5693
5694
5695
5696
5697
5698
5699
5700
5701
5702
5703
5704
5705
5706
5707
5708
5709
5710
5711
5712
5713
5714
5715
5716
5717
5718
5719
5720
5721
5722
5723
5724
5725
5726
5727
5728
5729
5730
5731
5732
5733
5734
5735
5736
5737
5738
5739
5740
5741
5742
5743
5744
5745
5746
5747
5748
5749
5750
5751
5752
5753
5754
5755
5756
5757
5758
5759
5760
5761
5762
5763
5764
5765
5766
5767
5768
5769
5770
5771
5772
5773
5774
5775
5776
5777
5778
5779
5780
5781
5782
5783
5784
5785
5786
5787
5788
5789
5790
5791
5792
5793
5794
5795
5796
5797
5798
5799
5800
5801
5802
5803
5804
5805
5806
5807
5808
5809
5810
5811
5812
5813
5814
5815
5816
5817
5818
5819
5820
5821
5822
5823
5824
5825
5826
5827
5828
5829
5830
5831
5832
5833
5834
5835
5836
5837
5838
5839
5840
5841
5842
5843
5844
5845
5846
5847
5848
5849
5850
5851
5852
5853
5854
5855
5856
5857
5858
5859
5860
5861
5862
5863
5864
5865
5866
5867
5868
5869
5870
5871
5872
5873
5874
5875
5876
5877
5878
5879
5880
5881
5882
5883
5884
5885
5886
5887
5888
5889
5890
5891
5892
5893
5894
5895
5896
5897
5898
5899
5900
5901
5902
5903
5904
5905
5906
5907
5908
5909
5910
5911
5912
5913
5914
5915
5916
5917
5918
5919
5920
5921
5922
5923
5924
5925
5926
5927
5928
5929
5930
5931
5932
5933
5934
5935
5936
5937
5938
5939
5940
5941
5942
5943
5944
5945
5946
5947
5948
5949
5950
5951
5952
5953
5954
5955
5956
5957
5958
5959
5960
5961
5962
5963
5964
5965
5966
5967
5968
5969
5970
5971
5972
5973
5974
5975
5976
5977
5978
5979
5980
5981
5982
5983
5984
5985
5986
5987
5988
5989
5990
5991
5992
5993
5994
5995
5996
5997
5998
5999
6000
6001
6002
6003
6004
6005
6006
6007
6008
6009
6010
6011
6012
6013
6014
6015
6016
6017
6018
6019
6020
6021
6022
6023
6024
6025
6026
6027
6028
6029
6030
6031
6032
6033
6034
6035
6036
6037
6038
6039
6040
6041
6042
6043
6044
6045
6046
6047
6048
6049
6050
6051
6052
6053
6054
6055
6056
6057
6058
6059
6060
6061
6062
6063
6064
6065
6066
6067
6068
6069
6070
6071
6072
6073
6074
6075
6076
6077
6078
6079
6080
6081
6082
6083
6084
6085
6086
6087
6088
6089
6090
6091
6092
6093
6094
6095
6096
6097
6098
6099
6100
6101
6102
6103
6104
6105
6106
6107
6108
6109
6110
6111
6112
6113
6114
6115
6116
6117
6118
6119
6120
6121
6122
6123
6124
6125
6126
6127
6128
6129
6130
6131
6132
6133
6134
6135
6136
6137
6138
6139
6140
6141
6142
6143
6144
6145
6146
6147
6148
6149
6150
6151
6152
6153
6154
6155
6156
6157
6158
6159
6160
6161
6162
6163
6164
6165
6166
6167
6168
6169
6170
6171
6172
6173
6174
6175
6176
6177
6178
6179
6180
6181
6182
6183
6184
6185
6186
6187
6188
6189
6190
6191
6192
6193
6194
6195
6196
6197
6198
6199
6200
6201
6202
6203
6204
6205
6206
6207
6208
6209
6210
6211
6212
6213
6214
6215
6216
6217
6218
6219
6220
6221
6222
6223
6224
6225
6226
6227
6228
6229
6230
6231
6232
6233
6234
6235
6236
6237
6238
6239
6240
6241
6242
6243
6244
6245
6246
6247
6248
6249
6250
6251
6252
6253
6254
6255
6256
6257
6258
6259
6260
6261
6262
6263
6264
6265
6266
6267
6268
6269
6270
6271
6272
6273
6274
6275
6276
6277
6278
6279
6280
6281
6282
6283
6284
6285
6286
6287
6288
6289
6290
6291
6292
6293
6294
6295
6296
6297
6298
6299
6300
6301
6302
6303
6304
6305
6306
6307
6308
6309
6310
6311
6312
6313
6314
6315
6316
6317
6318
6319
6320
6321
6322
6323
6324
6325
6326
6327
6328
6329
6330
6331
6332
6333
6334
6335
6336
6337
6338
6339
6340
6341
6342
6343
6344
6345
6346
6347
6348
6349
6350
6351
6352
6353
6354
6355
6356
6357
6358
6359
6360
6361
6362
6363
6364
6365
6366
6367
6368
6369
6370
6371
6372
6373
6374
6375
6376
6377
6378
6379
6380
6381
6382
6383
6384
6385
6386
6387
6388
6389
6390
6391
6392
6393
6394
6395
6396
6397
6398
6399
6400
6401
6402
6403
6404
6405
6406
6407
6408
6409
6410
6411
6412
6413
6414
6415
6416
6417
6418
6419
6420
6421
6422
6423
6424
6425
6426
6427
6428
6429
6430
6431
6432
6433
6434
6435
6436
6437
6438
6439
6440
6441
6442
6443
6444
6445
6446
6447
6448
6449
6450
6451
6452
6453
6454
6455
6456
6457
6458
6459
6460
6461
6462
6463
6464
6465
6466
6467
6468
6469
6470
6471
6472
6473
6474
6475
6476
6477
6478
6479
6480
6481
6482
6483
6484
6485
6486
6487
6488
6489
6490
6491
6492
6493
6494
6495
6496
6497
6498
6499
6500
6501
6502
6503
6504
6505
6506
6507
6508
6509
6510
6511
6512
6513
6514
6515
6516
6517
6518
6519
6520
6521
6522
6523
6524
6525
6526
6527
6528
6529
6530
6531
6532
6533
6534
6535
6536
6537
6538
6539
6540
6541
6542
6543
6544
6545
6546
6547
6548
6549
6550
6551
6552
6553
6554
6555
6556
6557
6558
6559
6560
6561
6562
6563
6564
6565
6566
6567
6568
6569
6570
6571
6572
6573
6574
6575
6576
6577
6578
6579
6580
6581
6582
6583
6584
6585
6586
6587
6588
6589
6590
6591
6592
6593
6594
6595
6596
6597
6598
6599
6600
6601
6602
6603
6604
6605
6606
6607
6608
6609
6610
6611
6612
6613
6614
6615
6616
6617
6618
6619
6620
6621
6622
6623
6624
6625
6626
6627
6628
6629
6630
6631
6632
6633
6634
6635
6636
6637
6638
6639
6640
6641
6642
6643
6644
6645
6646
6647
6648
6649
6650
6651
6652
6653
6654
6655
6656
6657
6658
6659
6660
6661
6662
6663
6664
6665
6666
6667
6668
6669
6670
6671
6672
6673
6674
6675
6676
6677
6678
6679
6680
6681
6682
6683
6684
6685
6686
6687
6688
6689
6690
6691
6692
6693
6694
6695
6696
6697
6698
6699
6700
6701
6702
6703
6704
6705
6706
6707
6708
6709
6710
6711
6712
6713
6714
6715
6716
6717
6718
6719
6720
6721
6722
6723
6724
6725
6726
6727
6728
6729
6730
6731
6732
6733
6734
6735
6736
6737
6738
6739
6740
6741
6742
6743
6744
6745
6746
6747
6748
6749
6750
6751
6752
6753
6754
6755
6756
6757
6758
6759
6760
6761
6762
6763
6764
6765
6766
6767
6768
6769
6770
6771
6772
6773
6774
6775
6776
6777
6778
6779
6780
6781
6782
6783
6784
6785
6786
6787
6788
6789
6790
6791
6792
6793
6794
6795
6796
6797
6798
6799
6800
6801
6802
6803
6804
6805
6806
6807
6808
6809
6810
6811
6812
6813
6814
6815
6816
6817
6818
6819
6820
6821
6822
6823
6824
6825
6826
6827
6828
6829
6830
6831
6832
6833
6834
6835
6836
6837
6838
6839
6840
6841
6842
6843
6844
6845
6846
6847
6848
6849
6850
6851
6852
6853
6854
6855
6856
6857
6858
6859
6860
6861
6862
6863
6864
6865
6866
6867
6868
6869
6870
6871
6872
6873
6874
6875
6876
6877
6878
6879
6880
6881
6882
6883
6884
6885
6886
6887
6888
6889
6890
6891
6892
6893
6894
6895
6896
6897
6898
6899
6900
6901
6902
6903
6904
6905
6906
6907
6908
6909
6910
6911
6912
6913
6914
6915
6916
6917
6918
6919
6920
6921
6922
6923
6924
6925
6926
6927
6928
6929
6930
6931
6932
6933
6934
6935
6936
6937
6938
6939
6940
6941
6942
6943
6944
6945
6946
6947
6948
6949
6950
6951
6952
6953
6954
6955
6956
6957
6958
6959
6960
6961
6962
6963
6964
6965
6966
6967
6968
6969
6970
6971
6972
6973
6974
6975
6976
6977
6978
6979
6980
6981
6982
6983
6984
6985
6986
6987
6988
6989
6990
6991
6992
6993
6994
6995
6996
6997
6998
6999
7000
7001
7002
7003
7004
7005
7006
7007
7008
7009
7010
7011
7012
7013
7014
7015
7016
7017
7018
7019
7020
7021
7022
7023
7024
7025
7026
7027
7028
7029
7030
7031
7032
7033
7034
7035
7036
7037
7038
7039
7040
7041
7042
7043
7044
7045
7046
7047
7048
7049
7050
7051
7052
7053
7054
7055
7056
7057
7058
7059
7060
7061
7062
7063
7064
7065
7066
7067
7068
7069
7070
7071
7072
7073
7074
7075
7076
7077
7078
7079
7080
7081
7082
7083
7084
7085
7086
7087
7088
7089
7090
7091
7092
7093
7094
7095
7096
7097
7098
7099
7100
7101
7102
7103
7104
7105
7106
7107
7108
7109
7110
7111
7112
7113
7114
7115
7116
7117
7118
7119
7120
7121
7122
7123
7124
7125
7126
7127
7128
7129
7130
7131
7132
7133
7134
7135
7136
7137
7138
7139
7140
7141
7142
7143
7144
7145
7146
7147
7148
7149
7150
7151
7152
7153
7154
7155
7156
7157
7158
7159
7160
7161
7162
7163
7164
7165
7166
7167
7168
7169
7170
7171
7172
7173
7174
7175
7176
7177
7178
7179
7180
7181
7182
7183
7184
7185
7186
7187
7188
7189
7190
7191
7192
7193
7194
7195
7196
7197
7198
7199
7200
7201
7202
7203
7204
7205
7206
7207
7208
7209
7210
7211
7212
7213
7214
7215
7216
7217
7218
7219
7220
7221
7222
7223
7224
7225
7226
7227
7228
7229
7230
7231
7232
7233
7234
7235
7236
7237
7238
7239
7240
7241
7242
7243
7244
7245
7246
7247
7248
7249
7250
7251
7252
7253
7254
7255
7256
7257
7258
7259
7260
7261
7262
7263
7264
7265
7266
7267
7268
7269
7270
7271
7272
7273
7274
7275
7276
7277
7278
7279
7280
7281
7282
7283
7284
7285
7286
7287
7288
7289
7290
7291
7292
7293
7294
7295
7296
7297
7298
7299
7300
7301
7302
7303
7304
7305
7306
7307
7308
7309
7310
7311
7312
7313
7314
7315
7316
7317
7318
7319
7320
7321
7322
7323
7324
7325
7326
7327
7328
7329
7330
7331
7332
7333
7334
7335
7336
7337
7338
7339
7340
7341
7342
7343
7344
7345
7346
7347
7348
7349
7350
7351
7352
7353
7354
7355
7356
7357
7358
7359
7360
7361
7362
7363
7364
7365
7366
7367
7368
7369
7370
7371
7372
7373
7374
7375
7376
7377
7378
7379
7380
7381
7382
7383
7384
7385
7386
7387
7388
7389
7390
7391
7392
7393
7394
7395
7396
7397
7398
7399
7400
7401
7402
7403
7404
7405
7406
7407
7408
7409
7410
7411
7412
7413
7414
7415
7416
7417
7418
7419
7420
7421
7422
7423
7424
7425
7426
7427
7428
7429
7430
7431
7432
7433
7434
7435
7436
7437
7438
7439
7440
7441
7442
7443
7444
7445
7446
7447
7448
7449
7450
7451
7452
7453
7454
7455
7456
7457
7458
7459
7460
7461
7462
7463
7464
7465
7466
7467
7468
7469
7470
7471
7472
7473
7474
7475
7476
7477
7478
7479
7480
7481
7482
7483
7484
7485
7486
7487
7488
7489
7490
7491
7492
7493
7494
7495
7496
7497
7498
7499
7500
7501
7502
7503
7504
7505
7506
7507
7508
7509
7510
7511
7512
7513
7514
7515
7516
7517
7518
7519
7520
7521
7522
7523
7524
7525
7526
7527
7528
7529
7530
7531
7532
7533
7534
7535
7536
7537
7538
7539
7540
7541
7542
7543
7544
7545
7546
7547
7548
7549
7550
7551
7552
7553
7554
7555
7556
7557
7558
7559
7560
7561
7562
7563
7564
7565
7566
7567
7568
7569
7570
7571
7572
7573
7574
7575
7576
7577
7578
7579
7580
7581
7582
7583
7584
7585
7586
7587
7588
7589
7590
7591
7592
7593
7594
7595
7596
7597
7598
7599
7600
7601
7602
7603
7604
7605
7606
7607
7608
7609
7610
7611
7612
7613
7614
7615
7616
7617
7618
7619
7620
7621
7622
7623
7624
7625
7626
7627
7628
7629
7630
7631
7632
7633
7634
7635
7636
7637
7638
7639
7640
7641
7642
7643
7644
7645
7646
7647
7648
7649
7650
7651
7652
7653
7654
7655
7656
7657
7658
7659
7660
7661
7662
7663
7664
7665
7666
7667
7668
7669
7670
7671
7672
7673
7674
7675
7676
7677
7678
7679
7680
7681
7682
7683
7684
7685
7686
7687
7688
7689
7690
7691
7692
7693
7694
7695
7696
7697
7698
7699
7700
7701
7702
7703
7704
7705
7706
7707
7708
7709
7710
7711
7712
7713
7714
7715
7716
7717
7718
7719
7720
7721
7722
7723
7724
7725
7726
7727
7728
7729
7730
7731
7732
7733
7734
7735
7736
7737
7738
7739
7740
7741
7742
7743
7744
7745
7746
7747
7748
7749
7750
7751
7752
7753
7754
7755
7756
7757
7758
7759
7760
7761
7762
7763
7764
7765
7766
7767
7768
7769
7770
7771
7772
7773
7774
7775
7776
7777
7778
7779
7780
7781
7782
7783
7784
7785
7786
7787
7788
7789
7790
7791
7792
7793
7794
7795
7796
7797
7798
7799
7800
7801
7802
7803
7804
7805
7806
7807
7808
7809
7810
7811
7812
7813
7814
7815
7816
7817
7818
7819
7820
7821
7822
7823
7824
7825
7826
7827
7828
7829
7830
7831
7832
7833
7834
7835
7836
7837
7838
7839
7840
7841
7842
7843
7844
7845
7846
7847
7848
7849
7850
7851
7852
7853
7854
7855
7856
7857
7858
7859
7860
7861
7862
7863
7864
7865
7866
7867
7868
7869
7870
7871
7872
7873
7874
7875
7876
7877
7878
7879
7880
7881
7882
7883
7884
7885
7886
7887
7888
7889
7890
7891
7892
7893
7894
7895
7896
7897
7898
7899
7900
7901
7902
7903
7904
7905
7906
7907
7908
7909
7910
7911
7912
7913
7914
7915
7916
7917
7918
7919
7920
7921
7922
7923
7924
7925
7926
7927
7928
7929
7930
7931
7932
7933
7934
7935
7936
7937
7938
7939
7940
7941
7942
7943
7944
7945
7946
7947
7948
7949
7950
7951
7952
7953
7954
7955
7956
7957
7958
7959
7960
7961
7962
7963
7964
7965
7966
7967
7968
7969
7970
7971
7972
7973
7974
7975
7976
7977
7978
7979
7980
7981
7982
7983
7984
7985
7986
7987
7988
7989
7990
7991
7992
7993
7994
7995
7996
7997
7998
7999
8000
8001
8002
8003
8004
8005
8006
8007
8008
8009
8010
8011
8012
8013
8014
8015
8016
8017
8018
8019
8020
8021
8022
8023
8024
8025
8026
8027
8028
8029
8030
8031
8032
8033
8034
8035
8036
8037
8038
8039
8040
8041
8042
8043
8044
8045
8046
8047
8048
8049
8050
8051
8052
8053
8054
8055
8056
8057
8058
8059
8060
8061
8062
8063
8064
8065
8066
8067
8068
8069
8070
8071
8072
8073
8074
8075
8076
8077
8078
8079
8080
8081
8082
8083
8084
8085
8086
8087
8088
8089
8090
8091
8092
8093
8094
8095
8096
8097
8098
8099
8100
8101
8102
8103
8104
8105
8106
8107
8108
8109
8110
8111
8112
8113
8114
8115
8116
8117
8118
8119
8120
8121
8122
8123
8124
8125
8126
8127
8128
8129
8130
8131
8132
8133
8134
8135
8136
8137
8138
8139
8140
8141
8142
8143
8144
8145
8146
8147
8148
8149
8150
8151
8152
8153
8154
8155
8156
8157
8158
8159
8160
8161
8162
8163
8164
8165
8166
8167
8168
8169
8170
8171
8172
8173
8174
8175
8176
8177
8178
8179
8180
8181
8182
8183
8184
8185
8186
8187
8188
8189
8190
8191
8192
8193
8194
8195
8196
8197
8198
8199
8200
8201
8202
8203
8204
8205
8206
8207
8208
8209
8210
8211
8212
8213
8214
8215
8216
8217
8218
8219
8220
8221
8222
8223
8224
8225
8226
8227
8228
8229
8230
8231
8232
8233
8234
8235
8236
8237
8238
8239
8240
8241
8242
8243
8244
8245
8246
8247
8248
8249
8250
8251
8252
8253
8254
8255
8256
8257
8258
8259
8260
8261
8262
8263
8264
8265
8266
8267
8268
8269
8270
8271
8272
8273
8274
8275
8276
8277
8278
8279
8280
8281
8282
8283
8284
8285
8286
8287
8288
8289
8290
8291
8292
8293
8294
8295
8296
8297
8298
8299
8300
8301
8302
8303
8304
8305
8306
8307
8308
8309
8310
8311
8312
8313
8314
8315
8316
8317
8318
8319
8320
8321
8322
8323
8324
8325
8326
8327
8328
8329
8330
8331
8332
8333
8334
8335
8336
8337
8338
8339
8340
8341
8342
8343
8344
8345
8346
8347
8348
8349
8350
8351
8352
8353
8354
8355
8356
8357
8358
8359
8360
8361
8362
8363
8364
8365
8366
8367
8368
8369
8370
8371
8372
8373
8374
8375
8376
8377
8378
8379
8380
8381
8382
8383
8384
8385
8386
8387
8388
8389
8390
8391
8392
8393
8394
8395
8396
8397
8398
8399
8400
8401
8402
8403
8404
8405
8406
8407
8408
8409
8410
8411
8412
8413
8414
8415
8416
8417
8418
8419
8420
8421
8422
8423
8424
8425
8426
8427
8428
8429
8430
8431
8432
8433
8434
8435
8436
8437
8438
8439
8440
8441
8442
8443
8444
8445
8446
8447
8448
8449
8450
8451
8452
8453
8454
8455
8456
8457
8458
8459
8460
8461
8462
8463
8464
8465
8466
8467
8468
8469
8470
8471
8472
8473
8474
8475
8476
8477
8478
8479
// Copyright 2026 AlphaOne LLC
// SPDX-License-Identifier: Apache-2.0

//! MCP (Model Context Protocol) server for ai-memory.
//! Exposes memory operations as tools for any MCP-compatible AI client over stdio JSON-RPC.

use serde::{Deserialize, Serialize};
use serde_json::{Value, json};
use std::io::{self, BufRead, Write};
use std::path::Path;
use std::sync::Arc;
use std::time::Instant;

use crate::config::{AppConfig, FeatureTier, RerankerMode, TierConfig};
use crate::db;
use crate::embeddings::Embedder;
use crate::hnsw::VectorIndex;
use crate::llm::OllamaClient;
use crate::models::{CandidateCounts, GovernancePolicy, Memory, RecallMeta, RecallTelemetry, Tier};
use crate::reranker::CrossEncoder;
use crate::validate;

// --- JSON-RPC types ---

#[derive(Deserialize)]
struct RpcRequest {
    jsonrpc: String,
    id: Option<Value>,
    method: String,
    #[serde(default)]
    params: Value,
}

#[derive(Debug, Serialize)]
struct RpcResponse {
    jsonrpc: String,
    id: Value,
    #[serde(skip_serializing_if = "Option::is_none")]
    result: Option<Value>,
    #[serde(skip_serializing_if = "Option::is_none")]
    error: Option<RpcError>,
}

#[derive(Debug, Serialize)]
struct RpcError {
    code: i64,
    message: String,
    #[serde(skip_serializing_if = "Option::is_none")]
    data: Option<Value>,
}

fn ok_response(id: Value, result: Value) -> RpcResponse {
    RpcResponse {
        jsonrpc: "2.0".into(),
        id,
        result: Some(result),
        error: None,
    }
}

fn err_response(id: Value, code: i64, message: String) -> RpcResponse {
    RpcResponse {
        jsonrpc: "2.0".into(),
        id,
        result: None,
        error: Some(RpcError {
            code,
            message,
            data: None,
        }),
    }
}

/// PR-5 (issue #487): emit an audit event for an MCP `tools/call`
/// dispatch. Per-handler emissions inside `handle_store` /
/// `handle_delete` already produce their canonical events; this
/// helper covers the remaining mutation+recall tool surface so
/// `audit_emits_at_every_call_site` holds across the matrix.
fn audit_emit_for_mcp_dispatch(
    tool_name: &str,
    arguments: &Value,
    result: &Result<Value, String>,
    mcp_client: Option<&str>,
) {
    if !crate::audit::is_enabled() {
        return;
    }
    let action = match tool_name {
        // Skipped — emitted from inside the handler with full target context.
        "memory_store" | "memory_delete" => return,
        "memory_recall"
        | "memory_search"
        | "memory_get"
        | "memory_list"
        | "memory_session_start" => crate::audit::AuditAction::Recall,
        "memory_update" => crate::audit::AuditAction::Update,
        "memory_promote" => crate::audit::AuditAction::Promote,
        "memory_forget" => crate::audit::AuditAction::Forget,
        "memory_link" => crate::audit::AuditAction::Link,
        "memory_consolidate" => crate::audit::AuditAction::Consolidate,
        "memory_pending_approve" => crate::audit::AuditAction::Approve,
        "memory_pending_reject" => crate::audit::AuditAction::Reject,
        // Read-only / metadata tools — no audit event.
        _ => return,
    };
    let agent_id = arguments
        .get("agent_id")
        .and_then(Value::as_str)
        .map(str::to_string)
        .unwrap_or_else(|| {
            mcp_client
                .map(|c| format!("ai:{c}"))
                .unwrap_or_else(|| "anonymous".into())
        });
    let namespace = arguments
        .get("namespace")
        .and_then(Value::as_str)
        .unwrap_or("global")
        .to_string();
    let memory_id = arguments
        .get("id")
        .or_else(|| arguments.get("memory_id"))
        .and_then(Value::as_str)
        .unwrap_or("*")
        .to_string();
    let mut builder = crate::audit::EventBuilder::new(
        action,
        crate::audit::actor(
            agent_id,
            mcp_client.map_or("host_fallback", |_| "mcp_client_info"),
            None,
        ),
        crate::audit::AuditTarget {
            memory_id,
            namespace,
            title: None,
            tier: None,
            scope: None,
        },
    );
    if let Err(e) = result {
        builder = builder.error(e.clone());
    }
    crate::audit::emit(builder);
}

// --- Tool definitions ---

/// Version tag for the `tools/list` response schema. Bumped whenever
/// an existing tool's shape changes in a breaking way (renamed params,
/// tightened schemas, removed options). Adding a new tool is additive
/// and does NOT require a bump. Ultrareview #351.
const TOOLS_VERSION: &str = "2026-04-26";

/// v0.6.4-006 — Build the `families` overview included in the v2
/// `memory_capabilities` response. Each entry carries:
///
/// - `name` — family identifier (`core`, `graph`, …)
/// - `tool_count` — expected tool count per the family map
/// - `loaded` — whether the family is loaded under the active profile
/// - `tools` — the canonical tool-name list for that family
///
/// This is the v0.6.4 NHI runtime-discovery surface: an agent reading
/// the response sees which families are reachable AND can decide which
/// to opt into (via `memory_capabilities --include-schema family=<f>`)
/// without restarting the MCP server.
pub(crate) fn families_overview(profile: &crate::profile::Profile) -> Value {
    use crate::profile::Family;
    let defs = tool_definitions();
    let all_tools = defs
        .get("tools")
        .and_then(Value::as_array)
        .cloned()
        .unwrap_or_default();
    let entries: Vec<Value> = Family::all()
        .iter()
        .map(|fam| {
            let tools_in_family: Vec<&str> = all_tools
                .iter()
                .filter_map(|t| t.get("name").and_then(Value::as_str))
                .filter(|n| Family::for_tool(n) == Some(*fam))
                .collect();
            json!({
                "name": fam.name(),
                "tool_count": tools_in_family.len(),
                "loaded": profile.includes(*fam),
                "tools": tools_in_family,
            })
        })
        .collect();
    json!({
        "schema_version": "v0.6.4-families-1",
        "always_on": crate::profile::ALWAYS_ON_TOOLS,
        "families": entries,
    })
}

/// v0.6.4-006 — Handle `memory_capabilities` invocations that pass a
/// `family=<name>` parameter. When `include_schema=false` (default),
/// returns the canonical tool-name list. When `include_schema=true`,
/// returns the full MCP-style tool definitions for each tool — the
/// caller (an NHI agent or a host like Claude Code's deferred-tools
/// path) can register them at runtime without restarting the server.
///
/// v0.6.4-008 — when `include_schema=true` AND the daemon's
/// `[mcp.allowlist]` is configured, the requesting `agent_id` must be
/// permitted by the allowlist for the requested family. Permissive
/// (no-allowlist) default preserves Tier-1 single-process behavior —
/// operators opt into the gate by writing the table.
///
/// Errors:
/// - Unknown family → `Err` with diagnostic listing valid families.
/// - Empty family name → `Err`.
/// - Allowlist deny → `Err` with structured reason.
pub(crate) fn handle_capabilities_family(
    family_name: &str,
    include_schema: bool,
    profile: &crate::profile::Profile,
    allowlist_cfg: Option<&crate::config::McpConfig>,
    agent_id: Option<&str>,
    audit_conn: Option<&rusqlite::Connection>,
) -> Result<Value, String> {
    use crate::profile::Family;
    if family_name.is_empty() {
        return Err("memory_capabilities: 'family' must not be empty".to_string());
    }
    let family = Family::all()
        .iter()
        .find(|f| f.name() == family_name)
        .copied()
        .ok_or_else(|| {
            let valid: Vec<&str> = Family::all().iter().map(|f| f.name()).collect();
            format!(
                "unknown family '{family_name}'. Valid families: {}.",
                valid.join(", ")
            )
        })?;

    // v0.6.4-008 — allowlist gate, only on the runtime-expansion path.
    if include_schema && let Some(mcp_cfg) = allowlist_cfg {
        use crate::config::AllowlistDecision;
        match mcp_cfg.allowlist_decision(agent_id, family.name()) {
            AllowlistDecision::Disabled | AllowlistDecision::Allow => {}
            AllowlistDecision::Deny => {
                // v0.6.4-009 — record the deny so operators can see
                // attempted-but-blocked expansion patterns.
                if let Some(conn) = audit_conn {
                    crate::db::record_capability_expansion(
                        conn,
                        agent_id,
                        family.name(),
                        false,
                        None,
                    );
                }
                return Err(format!(
                    "agent '{}' is not permitted to expand family '{}' under \
                     [mcp.allowlist]. Ask an operator to add a matching rule \
                     to config.toml or pass an allowed agent_id.",
                    agent_id.unwrap_or("<anonymous>"),
                    family.name()
                ));
            }
        }
    }

    // v0.6.4-009 — record the grant on the include_schema=true path.
    // Lightweight name-list calls are not audited (they're informational
    // only — no schema material released).
    if include_schema && let Some(conn) = audit_conn {
        crate::db::record_capability_expansion(conn, agent_id, family.name(), true, None);
    }

    let defs = tool_definitions();
    let all_tools = defs
        .get("tools")
        .and_then(Value::as_array)
        .cloned()
        .unwrap_or_default();
    let in_family: Vec<Value> = all_tools
        .into_iter()
        .filter(|t| {
            t.get("name")
                .and_then(Value::as_str)
                .and_then(Family::for_tool)
                == Some(family)
        })
        .collect();

    if include_schema {
        Ok(json!({
            "schema_version": "v0.6.4-family-schemas-1",
            "family": family.name(),
            "loaded_under_active_profile": profile.includes(family),
            "tools": in_family,
        }))
    } else {
        let names: Vec<&str> = in_family
            .iter()
            .filter_map(|t| t.get("name").and_then(Value::as_str))
            .collect();
        Ok(json!({
            "schema_version": "v0.6.4-family-list-1",
            "family": family.name(),
            "loaded_under_active_profile": profile.includes(family),
            "tools": names,
        }))
    }
}

/// v0.6.4-002 — Filter `tool_definitions()` down to the tools loaded
/// under `profile`. Tools whose family is not in the profile's family
/// list are dropped from `tools[]`. `memory_capabilities` and any
/// other [`crate::profile::ALWAYS_ON_TOOLS`] are kept regardless of
/// profile so the runtime-discovery dance still works on
/// `--profile core`.
pub(crate) fn tool_definitions_for_profile(profile: &crate::profile::Profile) -> Value {
    let mut defs = tool_definitions();
    if let Some(arr) = defs.get_mut("tools").and_then(|t| t.as_array_mut()) {
        arr.retain(|tool| {
            tool.get("name")
                .and_then(Value::as_str)
                .is_some_and(|name| profile.loads(name))
        });
    }
    defs
}

#[allow(clippy::too_many_lines)]
pub(crate) fn tool_definitions() -> Value {
    json!({
        "toolsVersion": TOOLS_VERSION,
        "tools": [
            {
                "name": "memory_store",
                "description": "Store a new memory. Deduplicates by title+namespace.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "title": {"type": "string", "description": "Short descriptive title"},
                        "content": {"type": "string", "description": "Full memory content"},
                        "tier": {"type": "string", "enum": ["short", "mid", "long"], "default": "mid"},
                        "namespace": {"type": "string", "description": "Project/topic namespace"},
                        "tags": {"type": "array", "items": {"type": "string"}, "default": []},
                        "priority": {"type": "integer", "minimum": 1, "maximum": 10, "default": 5},
                        "confidence": {"type": "number", "minimum": 0.0, "maximum": 1.0, "default": 1.0},
                        "source": {"type": "string", "enum": ["user", "claude", "hook", "api", "cli", "import", "consolidation", "system", "chaos"], "default": "claude"},
                        "metadata": {"type": "object", "description": "Arbitrary JSON metadata", "default": {}},
                        "agent_id": {"type": "string", "description": "Agent identifier. If omitted, the server synthesizes an NHI-hardened default (ai:<client>@<host>:pid-<pid>, host:<host>:pid-<pid>-<uuid8>, or anonymous:pid-<pid>-<uuid8>)."},
                        "scope": {"type": "string", "enum": ["private", "team", "unit", "org", "collective"], "description": "Task 1.5 visibility scope. Defaults to private when unset. Stored as metadata.scope."},
                        "on_conflict": {"type": "string", "enum": ["error", "merge", "version"], "description": "v0.6.3.1 P2 (G6) — collision policy when (title, namespace) already exists. 'error' returns CONFLICT (default for v2-capable clients). 'merge' updates the existing row in place (legacy v0.6.3 behaviour, default for v1 clients). 'version' appends a monotonic suffix to the title — 'My Memory (2)', '(3)', ..."}
                    },
                    "required": ["title", "content"]
                }
            },
            {
                "name": "memory_recall",
                "description": "Recall memories relevant to a context. Uses fuzzy OR matching, ranks by relevance + priority + access frequency + tier.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "context": {"type": "string", "description": "What you're trying to remember"},
                        "namespace": {"type": "string", "description": "Filter by namespace"},
                        "limit": {"type": "integer", "default": 10, "maximum": 50},
                        "tags": {"type": "string", "description": "Filter by tag"},
                        "since": {"type": "string", "description": "Only memories created after this RFC3339 timestamp"},
                        "until": {"type": "string", "description": "Only memories created before this RFC3339 timestamp"},
                        "as_agent": {"type": "string", "description": "Querying agent's namespace position (Task 1.5). Enables scope-based visibility filtering — results include private memories at this namespace, team/unit/org memories at ancestor subtrees, and collective memories globally."},
                        "budget_tokens": {"type": "integer", "minimum": 0, "description": "Phase P6 (R1) — context-budget-aware recall. Return the highest-ranked memories whose cumulative content tokens (deterministic cl100k_base BPE; matches Claude/GPT context accounting) fit in N. If the top-ranked memory alone exceeds the budget, it is returned anyway with meta.budget_overflow=true (R1 always-return-at-least-one guarantee). budget_tokens=0 returns zero memories with overflow=false. Response meta block: budget_tokens_used, budget_tokens_remaining, memories_dropped, budget_overflow."},
                        "context_tokens": {"type": "array", "items": {"type": "string"}, "description": "v0.6.0.0 contextual recall — recent conversation tokens used to bias the query embedding at 70/30 (primary/context). Pulls results toward memories that match both the explicit query and nearby conversation topics."},
                        "format": {"type": "string", "enum": ["json", "toon", "toon_compact"], "default": "toon_compact", "description": "Response format. Default 'toon_compact' saves 79% tokens vs JSON. 'toon' includes timestamps. 'json' for structured parsing."}
                    },
                    "required": ["context"]
                }
            },
            {
                "name": "memory_search",
                "description": "Search memories by exact keyword match (AND semantics).",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "query": {"type": "string"},
                        "namespace": {"type": "string"},
                        "tier": {"type": "string", "enum": ["short", "mid", "long"]},
                        "limit": {"type": "integer", "default": 20, "maximum": 200},
                        "agent_id": {"type": "string", "description": "Filter by metadata.agent_id (exact match)."},
                        "as_agent": {"type": "string", "description": "Querying agent's namespace position (Task 1.5) for scope-based visibility filtering."},
                        "format": {"type": "string", "enum": ["json", "toon", "toon_compact"], "default": "toon_compact", "description": "Response format. Default 'toon_compact' saves 79% tokens. 'json' for structured parsing."}
                    },
                    "required": ["query"]
                }
            },
            {
                "name": "memory_list",
                "description": "List memories, optionally filtered by namespace or tier.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "namespace": {"type": "string"},
                        "tier": {"type": "string", "enum": ["short", "mid", "long"]},
                        "limit": {"type": "integer", "default": 20, "maximum": 200},
                        "agent_id": {"type": "string", "description": "Filter by metadata.agent_id (exact match)."},
                        "format": {"type": "string", "enum": ["json", "toon", "toon_compact"], "default": "toon_compact", "description": "Response format. Default 'toon_compact' saves 79% tokens. 'json' for structured parsing."}
                    }
                }
            },
            {
                "name": "memory_get_taxonomy",
                "description": "Pillar 1 / Stream A — return a hierarchical tree of namespaces with memory counts. Walks the `/`-delimited namespace paths grouped from live memories (expired rows excluded). Each node carries `count` (memories at exactly that namespace) and `subtree_count` (count plus all descendants visible within `depth`); the response also exposes `total_count` for the prefix and a `truncated` flag set when `limit` forced rows to be dropped from the tree.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "namespace_prefix": {"type": "string", "description": "Restrict the tree to memories at this namespace OR any descendant. Omit to walk the full tree. Trailing '/' is tolerated."},
                        "depth": {"type": "integer", "minimum": 0, "maximum": 8, "default": 8, "description": "Max levels to descend below the prefix. Memories deeper than this still contribute to `subtree_count` of the boundary ancestor."},
                        "limit": {"type": "integer", "minimum": 1, "maximum": 10000, "default": 1000, "description": "Cap on `(namespace, count)` rows walked when assembling the tree. Densest namespaces win when truncated."}
                    }
                }
            },
            {
                "name": "memory_check_duplicate",
                "description": "Pillar 2 / Stream D — pre-write near-duplicate check. Embeds `title + content`, scans live memories with stored embeddings (optionally restricted to `namespace`), and returns the highest-cosine match. `is_duplicate` is `nearest.similarity >= threshold`; the response also surfaces `suggested_merge` (the nearest memory's id) when the threshold is met. Threshold is clamped to a hard floor of 0.5 so permissive callers can't dress unrelated content as a merge candidate. Requires the embedder to be loaded (semantic tier or above).",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "title": {"type": "string", "description": "Title of the candidate memory. Combined with `content` to form the embedding input, matching memory_store's encoding."},
                        "content": {"type": "string", "description": "Content of the candidate memory."},
                        "namespace": {"type": "string", "description": "Restrict the duplicate scan to this namespace. Omit to scan all namespaces."},
                        "threshold": {"type": "number", "minimum": 0.5, "maximum": 1.0, "default": 0.85, "description": "Cosine similarity threshold for declaring a duplicate. Clamped to >= 0.5. Default 0.85 is tuned for MiniLM-L6-v2 — near-paraphrases land at 0.88+."}
                    },
                    "required": ["title", "content"]
                }
            },
            {
                "name": "memory_entity_register",
                "description": "Pillar 2 / Stream B — register an entity (canonical name + aliases) under a namespace. Entities are stored as long-tier memories tagged 'entity' with metadata.kind='entity', so the (title, namespace) coordinate is shared with regular memories without ambiguity. Idempotent: re-registering the same canonical_name+namespace reuses the existing entity_id and merges any new aliases. Errors when the namespace+canonical_name already names a non-entity memory.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "canonical_name": {"type": "string", "description": "Display name for the entity. Stored as the entity memory's title."},
                        "namespace": {"type": "string", "description": "Namespace under which the entity lives. Hierarchy paths (e.g. 'projects/alpha') are accepted."},
                        "aliases": {"type": "array", "items": {"type": "string"}, "description": "Aliases that should resolve to this entity. Blank entries are skipped; duplicates are de-duped via the entity_aliases primary key."},
                        "metadata": {"type": "object", "description": "Arbitrary metadata to attach to the entity memory. Caller-supplied 'kind' is overwritten with 'entity'; agent_id is stamped from the NHI caller when not specified."},
                        "agent_id": {"type": "string", "description": "Override the caller's resolved NHI for the entity memory's metadata.agent_id."}
                    },
                    "required": ["canonical_name", "namespace"]
                }
            },
            {
                "name": "memory_entity_get_by_alias",
                "description": "Pillar 2 / Stream B — resolve an alias to its registered entity. When 'namespace' is provided, only entities in that namespace are returned. When omitted, the most recently created matching entity wins. Returns null when no entity claims the alias under the given filter.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "alias": {"type": "string", "description": "Alias string to resolve. Whitespace is trimmed."},
                        "namespace": {"type": "string", "description": "Restrict the resolution to this namespace. Omit to search all namespaces."}
                    },
                    "required": ["alias"]
                }
            },
            {
                "name": "memory_kg_timeline",
                "description": "Pillar 2 / Stream C — ordered fact timeline for an entity. Returns outbound links from `source_id` (e.g. an entity registered via memory_entity_register) with their temporal-validity columns (valid_from, valid_until, observed_by) and the target memory's title/namespace. Events are ordered by valid_from ASC; rows with NULL valid_from are excluded. Cross-namespace by design — callers can post-filter by target_namespace if needed.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "source_id": {"type": "string", "description": "Memory ID whose outbound assertions form the timeline. Typically an entity_id from memory_entity_register, but any memory works."},
                        "since": {"type": "string", "description": "RFC3339 timestamp; events with valid_from earlier than this are excluded (inclusive boundary)."},
                        "until": {"type": "string", "description": "RFC3339 timestamp; events with valid_from later than this are excluded (inclusive boundary)."},
                        "limit": {"type": "integer", "minimum": 1, "maximum": 1000, "default": 200, "description": "Max events returned. Clamped to [1, 1000]."}
                    },
                    "required": ["source_id"]
                }
            },
            {
                "name": "memory_kg_invalidate",
                "description": "Pillar 2 / Stream C — mark a KG link as superseded by setting its `valid_until` column. The link is identified by the (source_id, target_id, relation) triple (memory_links has no separate id column). When `valid_until` is omitted, the current wall-clock time is used. Idempotent: repeated calls overwrite the prior value and the response reports `previous_valid_until` so callers can detect the overwrite. Returns `found: false` when no link matches the triple.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "source_id": {"type": "string", "description": "Source memory ID of the link to invalidate."},
                        "target_id": {"type": "string", "description": "Target memory ID of the link to invalidate."},
                        "relation": {"type": "string", "description": "Relation label of the link (e.g. 'related_to', 'supersedes', 'derived_from'). Must be a recognized relation."},
                        "valid_until": {"type": "string", "description": "RFC3339 timestamp marking when the assertion stops being valid. Defaults to the current time when omitted."}
                    },
                    "required": ["source_id", "target_id", "relation"]
                }
            },
            {
                "name": "memory_kg_query",
                "description": "Pillar 2 / Stream C — outbound KG traversal from a source memory. Returns one node per link reachable from `source_id` within `max_depth` hops, with the link's temporal-validity columns (valid_from, valid_until, observed_by) and the target memory's title/namespace. Multi-hop traversal uses a recursive CTE with cycle detection — chains only extend through links that pass every filter on every hop. Filters: `valid_at` keeps only links valid at that instant; `allowed_agents` keeps only links observed by an agent in the set (empty list returns zero rows by design — empty allowlist means 'no agents are trusted'). Ordered by depth ASC, then COALESCE(valid_from, created_at) ASC, for stable shallow-first display. `max_depth` ceiling is 5 (matches the published performance budget); larger values return an explicit error.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "source_id": {"type": "string", "description": "Memory ID whose outbound links form the traversal frontier. Typically an entity_id from memory_entity_register, but any memory works."},
                        "max_depth": {"type": "integer", "minimum": 1, "maximum": 5, "default": 1, "description": "Hops from the source. Supported range: 1..=5 (matches the published performance budget for `memory_kg_query`). Larger values return an explicit error."},
                        "valid_at": {"type": "string", "description": "RFC3339 timestamp; only links valid at this instant (valid_from <= valid_at AND (valid_until IS NULL OR valid_until > valid_at)) are returned. Omit to skip the temporal filter (NULL valid_from rows are then included)."},
                        "allowed_agents": {"type": "array", "items": {"type": "string"}, "description": "If provided, only links whose observed_by is in this set are returned. An empty array returns zero rows. Omit to skip the agent filter."},
                        "limit": {"type": "integer", "minimum": 1, "maximum": 1000, "default": 200, "description": "Max nodes returned across all depths. Clamped to [1, 1000]."}
                    },
                    "required": ["source_id"]
                }
            },
            {
                "name": "memory_delete",
                "description": "Delete a memory by ID.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "id": {"type": "string"}
                    },
                    "required": ["id"]
                }
            },
            {
                "name": "memory_promote",
                "description": "Promote a memory. Default: bump tier to long-term (permanent, clears expiry). Task 1.7: when 'to_namespace' is supplied, clone the memory to a hierarchical-ancestor namespace and link clone → source with 'derived_from'. Original is untouched.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "id": {"type": "string"},
                        "to_namespace": {"type": "string", "description": "Task 1.7: hierarchical-ancestor namespace to clone this memory into. Must be a proper ancestor (per namespace_ancestors()). Original memory stays put; a new memory with derived_from link is created at the target namespace."}
                    },
                    "required": ["id"]
                }
            },
            {
                "name": "memory_forget",
                "description": "Bulk delete memories matching a pattern, namespace, or tier. Archives before deletion. Use dry_run to preview.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "namespace": {"type": "string"},
                        "pattern": {"type": "string"},
                        "tier": {"type": "string", "enum": ["short", "mid", "long"]},
                        "dry_run": {"type": "boolean", "default": false, "description": "If true, report what would be deleted without deleting"}
                    }
                }
            },
            {
                "name": "memory_stats",
                "description": "Get memory store statistics.",
                "inputSchema": { "type": "object", "properties": {} }
            },
            {
                "name": "memory_update",
                "description": "Update an existing memory by ID. Only provided fields are changed.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "id": {"type": "string", "description": "Memory ID to update"},
                        "title": {"type": "string"},
                        "content": {"type": "string"},
                        "tier": {"type": "string", "enum": ["short", "mid", "long"]},
                        "namespace": {"type": "string"},
                        "tags": {"type": "array", "items": {"type": "string"}},
                        "priority": {"type": "integer", "minimum": 1, "maximum": 10},
                        "confidence": {"type": "number", "minimum": 0.0, "maximum": 1.0},
                        "expires_at": {"type": "string", "description": "Expiry timestamp (RFC3339), or null to clear"},
                        "metadata": {"type": "object", "description": "Arbitrary JSON metadata"}
                    },
                    "required": ["id"]
                }
            },
            {
                "name": "memory_get",
                "description": "Get a specific memory by ID, including its links.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "id": {"type": "string", "description": "Memory ID to retrieve"}
                    },
                    "required": ["id"]
                }
            },
            {
                "name": "memory_link",
                "description": "Create a link between two memories.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "source_id": {"type": "string", "description": "Source memory ID"},
                        "target_id": {"type": "string", "description": "Target memory ID"},
                        "relation": {"type": "string", "enum": ["related_to", "supersedes", "contradicts", "derived_from"], "default": "related_to"}
                    },
                    "required": ["source_id", "target_id"]
                }
            },
            {
                "name": "memory_get_links",
                "description": "Get all links for a memory (both directions).",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "id": {"type": "string", "description": "Memory ID to get links for"}
                    },
                    "required": ["id"]
                }
            },
            {
                "name": "memory_consolidate",
                "description": "Consolidate multiple memories into one long-term summary. Deletes source memories and creates derived_from links. If summary is omitted and LLM is available (smart/autonomous tier), auto-generates a summary.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "ids": {"type": "array", "items": {"type": "string"}, "minItems": 2, "maxItems": 100, "description": "Memory IDs to consolidate (minimum 2, maximum 100)"},
                        "title": {"type": "string", "description": "Title for the consolidated memory"},
                        "summary": {"type": "string", "description": "Summary content (optional — auto-generated via LLM if omitted at smart/autonomous tier)"},
                        "namespace": {"type": "string", "default": "global"}
                    },
                    "required": ["ids", "title"]
                }
            },
            {
                "name": "memory_capabilities",
                "description": "Report the active feature tier, loaded models, and available capabilities of the memory system. Returns capabilities schema v2 by default (recommended). Pass accept=\"v1\" for the legacy shape used before v0.6.3.1. v0.6.4 — pass family=<name> to enumerate that family's tools; add include_schema=true to retrieve full schemas inline (NHI runtime-expansion path).",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "accept": {
                            "type": "string",
                            "enum": ["v1", "v2"],
                            "default": "v2",
                            "description": "Capabilities-schema version. v2 is the honest, runtime-overlaid shape (default). v1 returns the legacy pre-v0.6.3.1 shape for backward compat."
                        },
                        "family": {
                            "type": "string",
                            "enum": ["core", "lifecycle", "graph", "governance", "power", "meta", "archive", "other"],
                            "description": "v0.6.4 — when set, returns the tool list (or full schemas with include_schema=true) for that family instead of the global capabilities document. Used by NHI agents to opt into a tool family at runtime without restarting the MCP server."
                        },
                        "include_schema": {
                            "type": "boolean",
                            "default": false,
                            "description": "v0.6.4 — when true, return full MCP-style tool definitions for each tool in the requested family. Requires family=<name>."
                        }
                    }
                }
            },
            {
                "name": "memory_expand_query",
                "description": "Use LLM to expand a search query into additional semantically related terms. Requires smart or autonomous tier.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "query": {"type": "string", "description": "The search query to expand"}
                    },
                    "required": ["query"]
                }
            },
            {
                "name": "memory_auto_tag",
                "description": "Use LLM to auto-generate tags for a memory. Requires smart or autonomous tier.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "id": {"type": "string", "description": "Memory ID to auto-tag"}
                    },
                    "required": ["id"]
                }
            },
            {
                "name": "memory_detect_contradiction",
                "description": "Use LLM to check if two memories contradict each other. Requires smart or autonomous tier.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "id_a": {"type": "string", "description": "First memory ID"},
                        "id_b": {"type": "string", "description": "Second memory ID"}
                    },
                    "required": ["id_a", "id_b"]
                }
            },
            {
                "name": "memory_archive_list",
                "description": "List archived (expired) memories. Archived memories are preserved before GC deletion.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "namespace": {"type": "string", "description": "Filter by namespace"},
                        "limit": {"type": "integer", "description": "Max results (default 50, max 1000)"},
                        "offset": {"type": "integer", "description": "Pagination offset"}
                    }
                }
            },
            {
                "name": "memory_archive_restore",
                "description": "Restore an archived memory back to the active memory store (expires_at cleared).",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "id": {"type": "string", "description": "ID of the archived memory to restore"}
                    },
                    "required": ["id"]
                }
            },
            {
                "name": "memory_archive_purge",
                "description": "Permanently delete archived memories. Optionally only those older than N days.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "older_than_days": {"type": "integer", "description": "Only purge entries archived more than N days ago. Omit to purge all."}
                    }
                }
            },
            {
                "name": "memory_archive_stats",
                "description": "Show archive statistics: total count and breakdown by namespace.",
                "inputSchema": {
                    "type": "object",
                    "properties": {}
                }
            },
            {
                "name": "memory_gc",
                "description": "Trigger garbage collection on expired memories. Archives them before deletion. Supports dry_run mode.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "dry_run": {"type": "boolean", "default": false, "description": "If true, report what would be collected without deleting"}
                    }
                }
            },
            {
                "name": "memory_session_start",
                "description": "Auto-recall recent memories on session start. Returns the most recently accessed/updated memories. If LLM is available (smart/autonomous tier), returns an AI-generated summary.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "namespace": {"type": "string", "description": "Optional namespace to scope recall"},
                        "limit": {"type": "integer", "default": 10, "maximum": 50},
                        "format": {"type": "string", "enum": ["json", "toon", "toon_compact"], "default": "toon_compact"}
                    }
                }
            },
            {
                "name": "memory_namespace_set_standard",
                "description": "Set a memory as the standard/policy for a namespace. Auto-prepended to recall and session_start. Supports rule layering (global '*' + parent chain + namespace). Task 1.8: accepts optional `governance` policy object merged into the standard memory's metadata.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "namespace": {"type": "string", "description": "Namespace to set the standard for"},
                        "id": {"type": "string", "description": "Memory ID to use as the standard"},
                        "parent": {"type": "string", "description": "Optional parent namespace to inherit standards from (rule layering)"},
                        "governance": {
                            "type": "object",
                            "description": "Task 1.8 governance policy. Stored in metadata.governance on the standard memory. Consumed by Task 1.9 enforcement + 1.10 approver types. v0.6.3.1 (P4, G1): adds `inherit` flag controlling parent-namespace policy bubbling.",
                            "properties": {
                                "write":    {"type": "string", "enum": ["any", "registered", "owner", "approve"]},
                                "promote":  {"type": "string", "enum": ["any", "registered", "owner", "approve"]},
                                "delete":   {"type": "string", "enum": ["any", "registered", "owner", "approve"]},
                                "approver": {"description": "ApproverType: \"human\" | {\"agent\": \"<id>\"} | {\"consensus\": <n>}"},
                                "inherit":  {"type": "boolean", "default": true, "description": "v0.6.3.1 (P4, G1): when true (default), missing policy at this namespace falls through to parent in the chain. Set false to opt this subtree out of parent inheritance."}
                            }
                        }
                    },
                    "required": ["namespace", "id"]
                }
            },
            {
                "name": "memory_namespace_get_standard",
                "description": "Get the standard/policy memory for a namespace, if one is set. With inherit=true returns the full N-level resolved chain (Task 1.6).",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "namespace": {"type": "string", "description": "Namespace to get the standard for"},
                        "inherit": {"type": "boolean", "default": false, "description": "Task 1.6: when true, return the full inheritance chain (global * → ancestors → namespace) as a list instead of the single namespace's standard."}
                    },
                    "required": ["namespace"]
                }
            },
            {
                "name": "memory_namespace_clear_standard",
                "description": "Clear the standard/policy for a namespace.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "namespace": {"type": "string", "description": "Namespace to clear the standard for"}
                    },
                    "required": ["namespace"]
                }
            },
            {
                "name": "memory_pending_list",
                "description": "List pending governance-queued actions (Task 1.9). Filter by status: pending (default) / approved / rejected.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "status": {"type": "string", "enum": ["pending", "approved", "rejected"]},
                        "limit":  {"type": "integer", "default": 100, "maximum": 1000}
                    }
                }
            },
            {
                "name": "memory_pending_approve",
                "description": "Approve a pending action by id (Task 1.9). Caller identity is stamped as decided_by.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "id": {"type": "string", "description": "Pending action id"}
                    },
                    "required": ["id"]
                }
            },
            {
                "name": "memory_pending_reject",
                "description": "Reject a pending action by id (Task 1.9). Caller identity is stamped as decided_by.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "id": {"type": "string", "description": "Pending action id"}
                    },
                    "required": ["id"]
                }
            },
            {
                "name": "memory_agent_register",
                "description": "Register an agent in the reserved _agents namespace. Stores agent_type and capabilities, refreshes last_seen_at on re-registration while preserving registered_at. agent_id is claimed, not attested.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "agent_id": {"type": "string", "description": "Agent identifier (same validation as metadata.agent_id)"},
                        "agent_type": {"type": "string", "enum": ["ai:claude-opus-4.6", "ai:claude-opus-4.7", "ai:codex-5.4", "ai:grok-4.2", "human", "system"]},
                        "capabilities": {"type": "array", "items": {"type": "string"}, "default": [], "description": "Optional capability tags"}
                    },
                    "required": ["agent_id", "agent_type"]
                }
            },
            {
                "name": "memory_agent_list",
                "description": "List every registered agent.",
                "inputSchema": {
                    "type": "object",
                    "properties": {}
                }
            },
            {
                "name": "memory_notify",
                "description": "v0.6.0.0 — send a message from the caller to another agent. Stored as a memory in the reserved `_messages/<target>` namespace with sender metadata. The sender is the caller's resolved agent_id. Target agent reads via `memory_inbox`. Payload is a free-form string.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "target_agent_id": {"type": "string", "description": "Recipient agent_id (same validation as metadata.agent_id)"},
                        "title": {"type": "string", "description": "Short subject (≤ 200 chars, required)"},
                        "payload": {"type": "string", "description": "Message body (required)"},
                        "priority": {"type": "integer", "minimum": 1, "maximum": 10, "default": 5},
                        "tier": {"type": "string", "enum": ["short", "mid", "long"], "default": "mid", "description": "short TTL default = 6h, mid = 7d, long = no expiry"}
                    },
                    "required": ["target_agent_id", "title", "payload"]
                }
            },
            {
                "name": "memory_inbox",
                "description": "v0.6.0.0 — list messages sent to an agent via memory_notify. Reads the reserved `_messages/<agent_id>` namespace. `access_count == 0` is the conventional unread marker; recalling/reading a memory increments access_count via the normal touch path.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "agent_id": {"type": "string", "description": "Recipient agent_id. Defaults to the caller's resolved agent_id."},
                        "unread_only": {"type": "boolean", "default": false, "description": "When true, return only messages with access_count == 0."},
                        "limit": {"type": "integer", "default": 50, "maximum": 500}
                    }
                }
            },
            {
                "name": "memory_subscribe",
                "description": "v0.6.0.0 — register a webhook subscription. Events fire on memory_store today and additional events in v0.6.1+. Payload is a JSON body signed with HMAC-SHA256 when a secret is supplied (header: X-Ai-Memory-Signature: sha256=<hex>). URL must be https unless the host is a loopback address. The shared secret is stored hashed only; the plaintext the operator supplies is what they verify signatures with.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "url": {"type": "string", "description": "https:// endpoint (or http:// for loopback). SSRF guard rejects private-range IPs."},
                        "events": {"type": "string", "default": "*", "description": "Comma-separated event whitelist or `*` for all. Known events: memory_store, memory_delete, memory_promote."},
                        "secret": {"type": "string", "description": "Optional shared secret for HMAC signing. If omitted, payload is unsigned."},
                        "namespace_filter": {"type": "string", "description": "Optional exact namespace match."},
                        "agent_filter": {"type": "string", "description": "Optional agent_id filter — only events whose stored agent_id matches this value will fire."}
                    },
                    "required": ["url"]
                }
            },
            {
                "name": "memory_unsubscribe",
                "description": "v0.6.0.0 — delete a subscription by id.",
                "inputSchema": {
                    "type": "object",
                    "properties": {
                        "id": {"type": "string"}
                    },
                    "required": ["id"]
                }
            },
            {
                "name": "memory_list_subscriptions",
                "description": "v0.6.0.0 — list active webhook subscriptions. Secrets are not exposed; only `secret_hash` is stored and even that is not returned.",
                "inputSchema": {
                    "type": "object",
                    "properties": {}
                }
            }
        ]
    })
}

// --- MCP Prompts ---

/// Return the list of available prompts.
fn prompt_definitions() -> Value {
    json!({
        "prompts": [
            {
                "name": "recall-first",
                "description": "System prompt for AI clients: proactive memory recall, TOON format, tier strategy.",
                "arguments": [
                    {
                        "name": "namespace",
                        "description": "Optional namespace to scope recall (e.g. project name)",
                        "required": false
                    }
                ]
            },
            {
                "name": "memory-workflow",
                "description": "Quick reference card for memory tool usage patterns."
            }
        ]
    })
}

/// Return the content of a specific prompt.
fn prompt_content(name: &str, params: &Value) -> Result<Value, String> {
    match name {
        "recall-first" => {
            let ns_hint = params
                .get("arguments")
                .and_then(|a| a.get("namespace"))
                .and_then(|v| v.as_str())
                .map(|ns| format!(" Scope recall to namespace \"{ns}\" when relevant."))
                .unwrap_or_default();

            Ok(json!({
                "messages": [{
                    "role": "user",
                    "content": {
                        "type": "text",
                        "text": format!(
            "You have access to a persistent memory system (ai-memory). Follow these rules:\n\
            1. RECALL FIRST: At conversation start, call memory_recall with the user's apparent topic. Before answering any question about prior work, recall first.\n\
            2. STORE LEARNINGS: When the user corrects you or teaches something, call memory_store with tier:long, priority:9.\n\
            3. TOON FORMAT: All recall/list/search responses default to TOON compact (79% smaller than JSON). Pass format:\"json\" only if you need structured parsing.\n\
            4. TIERS: short=6h ephemeral, mid=7d working knowledge, long=permanent. Mid auto-promotes to long at 5 accesses.\n\
            5. DEDUP: Storing with an existing title+namespace updates the existing memory, not a duplicate.\n\
            6. NAMESPACES: Organize by project/topic. Always pass namespace when storing and recalling.\n\
            7. CAPABILITIES: Call memory_capabilities once per session to discover available features (tier-dependent).\n\
            8. TAGS: Use tags for cross-cutting concerns. memory_auto_tag can generate them if available.{ns_hint}")
                    }
                }]
            }))
        }
        "memory-workflow" => Ok(json!({
            "messages": [{
                "role": "user",
                "content": {
                    "type": "text",
                    "text": "\
        STORE: memory_store(title, content, tier, namespace, tags, priority) — dedup by title+ns\n\
        RECALL: memory_recall(context, namespace) → ranked results (TOON compact default)\n\
        SEARCH: memory_search(query, namespace) → exact AND match (TOON compact default)\n\
        LIST: memory_list(namespace, tier) → browse with filters (TOON compact default)\n\
        GET: memory_get(id) → single memory with links\n\
        PROMOTE: memory_promote(id) — mid→long, clears expiry\n\
        CONSOLIDATE: memory_consolidate(ids, title) — merge N→1, LLM summary if available\n\
        LINK: memory_link(source_id, target_id, relation) — related_to|supersedes|contradicts|derived_from\n\
        TAG: memory_auto_tag(id) — LLM generates tags (smart+ tier)\n\
        EXPAND: memory_expand_query(query) — LLM broadens search terms (smart+ tier)\n\
        CONTRADICT: memory_detect_contradiction(id_a, id_b) — LLM checks conflict (smart+ tier)"
                }
            }]
        })),
        _ => Err(format!("unknown prompt: {name}")),
    }
}

// --- Tool handlers ---

/// Minimum content length (bytes) before the post-store autonomy hook
/// will invoke LLM `auto_tag` / `detect_contradiction`. Below this the
/// LLM round-trip cost exceeds the informational payoff.
const AUTONOMY_MIN_CONTENT_LEN: usize = 50;

/// v0.6.3.1 P2 (G6) — `on_conflict` modes for `memory_store`.
///
/// * `Error`   — refuse the write with a typed CONFLICT error. This is the
///               new default for v2-aware clients.
/// * `Merge`   — keep the v0.6.3 silent-merge upsert behaviour. Default for
///               v1 / unknown clients to preserve backward compatibility.
/// * `Version` — auto-suffix the title with `(2)`, `(3)`, ... to write a
///               distinct row.
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
enum OnConflict {
    Error,
    Merge,
    Version,
}

impl OnConflict {
    fn parse(s: &str) -> Result<Self, String> {
        match s {
            "error" => Ok(Self::Error),
            "merge" => Ok(Self::Merge),
            "version" => Ok(Self::Version),
            other => Err(format!(
                "invalid on_conflict '{other}' (expected error|merge|version)"
            )),
        }
    }
}

/// Capability profile detection. v2-aware clients default to `Error`; v1 /
/// unknown clients default to `Merge` to preserve the v0.6.3 contract. The
/// determination keys off the MCP client name (captured at `initialize`
/// from `clientInfo.name`). Known v2 clients are listed explicitly so the
/// policy is auditable. The list is intentionally narrow — adding a name
/// here is a deliberate decision that "this client knows how to handle a
/// CONFLICT response from memory_store".
fn default_on_conflict_for_client(mcp_client: Option<&str>) -> OnConflict {
    let Some(client) = mcp_client else {
        return OnConflict::Merge;
    };
    // Match on the prefix before any '@' — `ai:foo@host:pid-N` style ids.
    let head = client.split('@').next().unwrap_or(client);
    let normalized = head.to_ascii_lowercase();
    // v2-capable clients (explicitly opted-in via known name).
    const V2_CLIENT_PREFIXES: &[&str] = &["ai:claude-code", "ai:ai-memory-cli/v2"];
    for prefix in V2_CLIENT_PREFIXES {
        if normalized.starts_with(prefix) {
            return OnConflict::Error;
        }
    }
    OnConflict::Merge
}

#[allow(clippy::too_many_lines)]
#[allow(clippy::too_many_arguments)]
fn handle_store(
    conn: &rusqlite::Connection,
    db_path: &Path,
    params: &Value,
    embedder: Option<&Embedder>,
    llm: Option<&OllamaClient>,
    vector_index: Option<&VectorIndex>,
    resolved_ttl: &crate::config::ResolvedTtl,
    autonomous_hooks: bool,
    mcp_client: Option<&str>,
) -> Result<Value, String> {
    let title = params["title"].as_str().ok_or("title is required")?;
    let content = params["content"].as_str().ok_or("content is required")?;
    let tier_str = params["tier"].as_str().unwrap_or("mid");
    let tier = Tier::from_str(tier_str).ok_or(format!("invalid tier: {tier_str}"))?;
    let namespace = params["namespace"].as_str().unwrap_or("global").to_string();
    let source = params["source"].as_str().unwrap_or("claude").to_string();
    // v0.6.3.1 P2 (G6) — explicit `on_conflict` overrides the per-client default.
    let on_conflict = if let Some(s) = params["on_conflict"].as_str() {
        OnConflict::parse(s)?
    } else {
        default_on_conflict_for_client(mcp_client)
    };
    let priority = i32::try_from(params["priority"].as_i64().unwrap_or(5)).expect("i64 as i32");
    let confidence = params["confidence"].as_f64().unwrap_or(1.0);
    let tags: Vec<String> = params["tags"]
        .as_array()
        .map(|a| {
            a.iter()
                .filter_map(|v| v.as_str().map(String::from))
                .collect()
        })
        .unwrap_or_default();

    validate::validate_title(title).map_err(|e| e.to_string())?;
    validate::validate_content(content).map_err(|e| e.to_string())?;
    validate::validate_namespace(&namespace).map_err(|e| e.to_string())?;
    validate::validate_source(&source).map_err(|e| e.to_string())?;
    validate::validate_tags(&tags).map_err(|e| e.to_string())?;
    validate::validate_priority(priority).map_err(|e| e.to_string())?;
    validate::validate_confidence(confidence).map_err(|e| e.to_string())?;

    let mut metadata = if params["metadata"].is_object() {
        params["metadata"].clone()
    } else {
        serde_json::json!({})
    };
    // Resolve agent_id via the NHI-hardened precedence chain and merge into
    // metadata. Explicit values win in this order:
    //   1. top-level `agent_id` param
    //   2. embedded `metadata.agent_id` (backward compatible with callers
    //      that supply it inline)
    //   3. env / MCP clientInfo / host / anonymous (handled inside `identity`)
    let explicit_agent_id = params["agent_id"]
        .as_str()
        .or_else(|| metadata.get("agent_id").and_then(serde_json::Value::as_str));
    let agent_id = crate::identity::resolve_agent_id(explicit_agent_id, mcp_client)
        .map_err(|e| e.to_string())?;
    if let Some(obj) = metadata.as_object_mut() {
        obj.insert(
            "agent_id".to_string(),
            serde_json::Value::String(agent_id.clone()),
        );
    }
    // #151 scope: top-level `scope` param OR inline metadata.scope
    let explicit_scope = params["scope"]
        .as_str()
        .or_else(|| metadata.get("scope").and_then(serde_json::Value::as_str))
        .map(str::to_string);
    if let Some(ref s) = explicit_scope {
        validate::validate_scope(s).map_err(|e| e.to_string())?;
        if let Some(obj) = metadata.as_object_mut() {
            obj.insert("scope".to_string(), serde_json::Value::String(s.clone()));
        }
    }
    validate::validate_metadata(&metadata).map_err(|e| e.to_string())?;

    let now = chrono::Utc::now();
    let expires_at = resolved_ttl
        .ttl_for_tier(&tier)
        .map(|s| (now + chrono::Duration::seconds(s)).to_rfc3339());

    // v0.6.3.1 P2 (G6) — apply the conflict policy BEFORE building the
    // canonical Memory. `Version` mode rewrites `title` to a free suffix;
    // `Error` mode short-circuits with a typed error if the row already
    // exists; `Merge` defers to the legacy code path below.
    let resolved_title = match on_conflict {
        OnConflict::Error => {
            if let Some(existing_id) =
                db::find_by_title_namespace(conn, title, &namespace).map_err(|e| e.to_string())?
            {
                return Err(format!(
                    "CONFLICT: memory with title '{title}' already exists in namespace \
                     '{namespace}' (existing id: {existing_id}). Pass \
                     on_conflict='merge' to update in place or 'version' to suffix the title."
                ));
            }
            title.to_string()
        }
        OnConflict::Version => {
            db::next_versioned_title(conn, title, &namespace).map_err(|e| e.to_string())?
        }
        OnConflict::Merge => title.to_string(),
    };

    let mem = Memory {
        id: uuid::Uuid::new_v4().to_string(),
        tier,
        namespace,
        title: resolved_title,
        content: content.to_string(),
        tags,
        priority: priority.clamp(1, 10),
        confidence: confidence.clamp(0.0, 1.0),
        source,
        access_count: 0,
        created_at: now.to_rfc3339(),
        updated_at: now.to_rfc3339(),
        last_accessed_at: None,
        expires_at,
        metadata,
    };

    // Task 1.9: governance enforcement (store-side).
    {
        use crate::models::{GovernanceDecision, GovernedAction};
        let payload = serde_json::to_value(&mem).unwrap_or_default();
        match db::enforce_governance(
            conn,
            GovernedAction::Store,
            &mem.namespace,
            &agent_id,
            None,
            None,
            &payload,
        )
        .map_err(|e| e.to_string())?
        {
            GovernanceDecision::Allow => {}
            GovernanceDecision::Deny(reason) => {
                return Err(format!("store denied by governance: {reason}"));
            }
            GovernanceDecision::Pending(pending_id) => {
                return Ok(json!({
                    "status": "pending",
                    "pending_id": pending_id,
                    "reason": "governance requires approval",
                    "action": "store",
                    "namespace": mem.namespace,
                }));
            }
        }
    }

    // True dedup: check for exact title+namespace match (#97).
    //
    // v0.6.3.1 P2 (G6) — only the Merge policy enters the dedup-then-update
    // branch. `Error` mode already short-circuited above; `Version` mode
    // already rewrote the title to a free suffix so an exact dup cannot
    // exist. Both still call `find_contradictions` so the response can
    // surface `potential_contradictions` (similar-title fuzzy matches).
    let existing = db::find_contradictions(conn, &mem.title, &mem.namespace).unwrap_or_default();
    let exact_dup = if matches!(on_conflict, OnConflict::Merge) {
        existing
            .iter()
            .find(|c| c.title == mem.title && c.namespace == mem.namespace)
    } else {
        None
    };
    if let Some(dup) = exact_dup {
        // Update existing memory instead of creating a duplicate.
        // Preserve the original agent_id (provenance is immutable) — the
        // existing memory's metadata.agent_id wins over anything in the
        // incoming store.
        let preserved_metadata = crate::identity::preserve_agent_id(&dup.metadata, &mem.metadata);
        let (_found, content_changed) = db::update(
            conn,
            &dup.id,
            None,                       // title (unchanged)
            Some(mem.content.as_str()), // content (update)
            Some(&mem.tier),            // tier
            None,                       // namespace (unchanged)
            Some(&mem.tags),            // tags
            Some(mem.priority),         // priority
            Some(mem.confidence),       // confidence
            None,                       // expires_at
            Some(&preserved_metadata),  // metadata (agent_id preserved)
        )
        .map_err(|e| e.to_string())?;
        // Regenerate embedding if content changed during dedup update
        if content_changed && let Some(emb) = embedder {
            let text = format!("{} {}", mem.title, mem.content);
            if let Ok(embedding) = emb.embed(&text) {
                let _ = db::set_embedding(conn, &dup.id, &embedding);
                if let Some(idx) = vector_index {
                    idx.remove(&dup.id);
                    idx.insert(dup.id.clone(), embedding);
                }
            }
        }
        // #196: echo the preserved agent_id (original on dedup, not the caller's)
        let echoed_agent_id = preserved_metadata
            .get("agent_id")
            .and_then(|v| v.as_str())
            .map(str::to_string);
        return Ok(json!({
            "id": dup.id,
            "tier": mem.tier,
            "title": mem.title,
            "namespace": mem.namespace,
            "agent_id": echoed_agent_id,
            "duplicate": true,
            "action": "updated existing memory"
        }));
    }

    let actual_id = db::insert(conn, &mem).map_err(|e| e.to_string())?;

    // PR-5 (issue #487): security audit trail. No-op when disabled.
    crate::audit::emit(crate::audit::EventBuilder::new(
        crate::audit::AuditAction::Store,
        crate::audit::actor(
            agent_id.clone(),
            mcp_client.map_or("host_fallback", |_| "mcp_client_info"),
            explicit_scope.clone(),
        ),
        crate::audit::target_memory(
            actual_id.clone(),
            mem.namespace.clone(),
            Some(mem.title.clone()),
            Some(mem.tier.to_string()),
            explicit_scope.clone(),
        ),
    ));

    // Exclude self-ID from contradictions (both proposed and actual, since upsert may reuse existing ID)
    let contradiction_ids: Vec<String> = existing
        .iter()
        .filter(|c| c.id != mem.id && c.id != actual_id)
        .map(|c| c.id.clone())
        .collect();

    // Generate and store embedding if embedder is available
    if let Some(emb) = embedder {
        let text = format!("{} {}", mem.title, mem.content);
        match emb.embed(&text) {
            Ok(embedding) => {
                if let Err(e) = db::set_embedding(conn, &actual_id, &embedding) {
                    tracing::warn!("failed to store embedding for {}: {}", &actual_id, e);
                }
                // Add to HNSW index for fast ANN search
                if let Some(idx) = vector_index {
                    idx.insert(actual_id.clone(), embedding);
                }
            }
            Err(e) => {
                tracing::warn!("failed to generate embedding for {}: {}", &actual_id, e);
            }
        }
    }

    // v0.6.0.0 post-store autonomy hooks. When enabled via
    // `AI_MEMORY_AUTONOMOUS_HOOKS=1` or `autonomous_hooks = true` in
    // config.toml AND an LLM is wired AND the content is long enough
    // to be meaningfully taggable, fire `auto_tag` + `detect_contradiction`
    // synchronously and persist the results into the memory's metadata.
    // Best-effort: any LLM error is logged and does not fail the store.
    // Skipped for internal/system namespaces to avoid feedback loops.
    let mut auto_tags: Vec<String> = Vec::new();
    let mut confirmed_contradictions: Vec<String> = Vec::new();
    let hooks_skipped_reason: Option<&'static str> = if !autonomous_hooks {
        Some("disabled")
    } else if llm.is_none() {
        Some("no_llm")
    } else if mem.content.len() < AUTONOMY_MIN_CONTENT_LEN {
        Some("content_too_short")
    } else if mem.namespace.starts_with('_') {
        Some("internal_namespace")
    } else {
        None
    };
    if hooks_skipped_reason.is_none()
        && let Some(llm_client) = llm
    {
        match llm_client.auto_tag(&mem.title, &mem.content) {
            Ok(tags) => {
                auto_tags = tags.into_iter().take(8).collect();
            }
            Err(e) => {
                tracing::warn!("auto_tag hook failed for {}: {}", &actual_id, e);
            }
        }
        for cand in &existing {
            if cand.id == actual_id || cand.id == mem.id {
                continue;
            }
            match llm_client.detect_contradiction(&mem.content, &cand.content) {
                Ok(true) => confirmed_contradictions.push(cand.id.clone()),
                Ok(false) => {}
                Err(e) => {
                    tracing::warn!(
                        "detect_contradiction hook failed ({actual_id} vs {}): {e}",
                        cand.id
                    );
                }
            }
        }
        // Persist hook results into metadata. Best-effort — a failed update
        // here does not fail the store (the memory is already committed).
        if !auto_tags.is_empty() || !confirmed_contradictions.is_empty() {
            let mut updated_metadata = mem.metadata.clone();
            if let Some(obj) = updated_metadata.as_object_mut() {
                if !auto_tags.is_empty() {
                    obj.insert("auto_tags".to_string(), json!(auto_tags));
                }
                if !confirmed_contradictions.is_empty() {
                    obj.insert(
                        "confirmed_contradictions".to_string(),
                        json!(confirmed_contradictions),
                    );
                }
            }
            if let Err(e) = db::update(
                conn,
                &actual_id,
                None,
                None,
                None,
                None,
                None,
                None,
                None,
                None,
                Some(&updated_metadata),
            ) {
                tracing::warn!(
                    "autonomy-hook metadata update failed for {}: {}",
                    &actual_id,
                    e
                );
            }
        }
    }

    // v0.6.0.0: fire webhook subscribers on successful store. Best-effort
    // fire-and-forget — each subscriber gets its own OS thread; the
    // response here does not wait on any webhook dispatch.
    crate::subscriptions::dispatch_event(
        conn,
        "memory_store",
        &actual_id,
        &mem.namespace,
        Some(&agent_id),
        db_path,
    );

    // #196: echo the resolved agent_id
    let mut response = json!({
        "id": actual_id,
        "tier": mem.tier,
        "title": mem.title,
        "namespace": mem.namespace,
        "agent_id": agent_id,
    });
    if !contradiction_ids.is_empty() {
        response["potential_contradictions"] = json!(contradiction_ids);
    }
    if !auto_tags.is_empty() {
        response["auto_tags"] = json!(auto_tags);
    }
    if !confirmed_contradictions.is_empty() {
        response["confirmed_contradictions"] = json!(confirmed_contradictions);
    }
    if let Some(reason) = hooks_skipped_reason
        && autonomous_hooks
    {
        response["autonomy_hook_skipped"] = json!(reason);
    }
    Ok(response)
}

/// Build the standards-inheritance chain for a namespace, most-general
/// first. Task 1.6 extends this from the historical 3-level scheme
/// (global → parent → namespace) to N levels by walking the `/`-derived
/// ancestors from [`crate::models::namespace_ancestors`] plus any
/// `namespace_meta` explicit-parent chain rooted at the top of the
/// hierarchical path (which keeps legacy flat-namespace setups working).
///
/// Returned vector is top-down: `[*, org, unit, team, agent]` for a
/// 4-level hierarchical namespace. Cycle-safe and bounded.
/// Display-side wrapper around [`db::build_namespace_chain`].
///
/// v0.6.3.1 (P4, audit G1): the chain walker moved into `db.rs` so the
/// governance enforcement gate could share a single canonical
/// implementation with the recall/standard injection paths. This thin
/// shim keeps existing call sites compiling without re-routing every
/// invocation through `db::`.
fn build_namespace_chain(conn: &rusqlite::Connection, namespace: &str) -> Vec<String> {
    db::build_namespace_chain(conn, namespace)
}

/// Inject namespace standards into a `recall/session_start` response.
/// N-level rule layering: global ("*") → root → ... → namespace-specific.
/// Uses [`build_namespace_chain`] to resolve the full ancestor path.
fn inject_namespace_standard(
    conn: &rusqlite::Connection,
    namespace: Option<&str>,
    response: &mut Value,
) {
    let mut standards: Vec<Value> = Vec::new();
    let mut standard_ids: Vec<String> = Vec::new();

    // Helper: add a standard if not already present (dedup by memory ID)
    let add_standard = |std: Value, ids: &mut Vec<String>, stds: &mut Vec<Value>| {
        let id = std["id"].as_str().unwrap_or_default().to_string();
        if !ids.contains(&id) {
            ids.push(id);
            stds.push(std);
        }
    };

    let chain = if let Some(ns) = namespace {
        build_namespace_chain(conn, ns)
    } else {
        // No namespace context — only the global standard applies.
        vec!["*".to_string()]
    };

    for link in chain {
        if let Some(std) = lookup_namespace_standard(conn, &link) {
            add_standard(std, &mut standard_ids, &mut standards);
        }
    }

    if standards.is_empty() {
        return;
    }

    // Deduplicate: remove standard memories from results array
    if let Some(memories) = response["memories"].as_array_mut() {
        memories.retain(|m| {
            let mid = m["id"].as_str().unwrap_or_default();
            !standard_ids.iter().any(|sid| sid == mid)
        });
        response["count"] = json!(memories.len());
    }

    // Return as single object if one standard, array if multiple
    if standards.len() == 1 {
        response["standard"] = standards.into_iter().next().unwrap();
    } else {
        response["standards"] = json!(standards);
    }
}

#[allow(clippy::too_many_arguments)]
#[allow(clippy::too_many_lines)]
pub fn handle_recall(
    conn: &rusqlite::Connection,
    params: &Value,
    embedder: Option<&Embedder>,
    vector_index: Option<&VectorIndex>,
    reranker: Option<&CrossEncoder>,
    archive_on_gc: bool,
    resolved_ttl: &crate::config::ResolvedTtl,
    resolved_scoring: &crate::config::ResolvedScoring,
) -> Result<Value, String> {
    // Helper: serialize scored memories with score field (#95)
    fn scored_memories(results: Vec<(Memory, f64)>) -> Vec<Value> {
        results
            .into_iter()
            .map(|(mem, score)| {
                let mut val = serde_json::to_value(&mem).unwrap_or_default();
                if let Some(obj) = val.as_object_mut() {
                    obj.insert(
                        "score".to_string(),
                        json!((score * 1000.0).round() / 1000.0),
                    );
                }
                val
            })
            .collect()
    }

    let _ = db::gc_if_needed(conn, archive_on_gc);
    let context = params["context"].as_str().ok_or("context is required")?;
    let namespace = params["namespace"].as_str();
    let limit = usize::try_from(params["limit"].as_u64().unwrap_or(10)).unwrap_or(usize::MAX);
    let tags = params["tags"].as_str();
    let since = params["since"].as_str();
    let until = params["until"].as_str();
    // #151 visibility
    let as_agent = params["as_agent"].as_str();
    if let Some(a) = as_agent {
        validate::validate_namespace(a).map_err(|e| e.to_string())?;
    }
    // Task 1.11 / Phase P6 (R1): optional token budget. R1 semantics
    // permit `0` ("give me nothing") and return an empty result with
    // `meta.budget_overflow = false` — see the comment on
    // `db::apply_token_budget`. This supersedes the v0.6.3 Ultrareview
    // #348 hard-reject of 0; the meta block now disambiguates "user
    // asked for zero" from "buggy uninitialized counter" by always
    // round-tripping the requested budget.
    let budget_tokens = params["budget_tokens"]
        .as_u64()
        .and_then(|n| usize::try_from(n).ok());

    // v0.6.0.0 contextual recall — caller-supplied recent conversation tokens.
    let context_tokens: Vec<String> = params["context_tokens"]
        .as_array()
        .map(|arr| {
            arr.iter()
                .filter_map(|v| v.as_str().map(String::from))
                .collect()
        })
        .unwrap_or_default();

    // Helper: tack tokens_used / budget_tokens onto the response, plus
    // — when a budget was supplied — the Phase P6 RecallMeta-style
    // sub-block (`meta.budget_tokens_used`, `budget_tokens_remaining`,
    // `memories_dropped`, `budget_overflow`). The legacy top-level
    // `tokens_used` / `budget_tokens` fields are preserved verbatim so
    // pre-P6 callers continue to work byte-for-byte.
    //
    // NOTE on RecallMeta: Phase P3 introduces a top-level `meta` block
    // (recall_mode, reranker_used, candidate_counts, blend_weight). This
    // P6 worktree pre-dates the P3 merge, so we define the budget-mode
    // sub-block directly under `meta.budget` and let P3's rebase fold
    // its fields in alongside ours. See REMEDIATIONv0631.md L488-489.
    let decorate_budget = |resp: &mut Value, outcome: &db::BudgetOutcome| {
        resp["tokens_used"] = json!(outcome.tokens_used);
        if let Some(b) = budget_tokens {
            resp["budget_tokens"] = json!(b);
            // Phase P6 R1 meta block. Always emitted when a budget is
            // supplied so callers can rely on the field set. Kept under
            // a dedicated `meta` key so the top-level shape stays
            // backward-compatible — pre-P6 callers ignore unknown keys.
            let meta = resp
                .as_object_mut()
                .expect("recall response is always a JSON object")
                .entry("meta".to_string())
                .or_insert_with(|| json!({}));
            meta["budget_tokens_used"] = json!(outcome.tokens_used);
            meta["budget_tokens_remaining"] = json!(outcome.tokens_remaining.unwrap_or(0));
            meta["memories_dropped"] = json!(outcome.memories_dropped);
            meta["budget_overflow"] = json!(outcome.budget_overflow);
        }
    };

    // v0.6.3.1 (P3): build the per-request meta block from retrieval-stage
    // telemetry + the runtime reranker variant. The block is always
    // present in the response — clients that don't read it ignore unknown
    // fields per JSON-RPC convention. Closes audit gaps G2/G8/G11 by
    // making silent-degrade paths visible at request time.
    let reranker_used = match reranker {
        Some(ce) if ce.is_neural() => "neural",
        Some(_) => "lexical",
        None => "none",
    };
    let attach_meta = |resp: &mut Value, recall_mode: &str, telemetry: &RecallTelemetry| {
        // Round blend_weight to 3 decimals — matches the score field
        // precision and keeps the wire shape stable regardless of f64
        // representation jitter.
        let blend_weight = (telemetry.blend_weight_avg * 1000.0).round() / 1000.0;
        let meta = RecallMeta {
            recall_mode: recall_mode.to_string(),
            reranker_used: reranker_used.to_string(),
            candidate_counts: CandidateCounts {
                fts: telemetry.fts_candidates,
                hnsw: telemetry.hnsw_candidates,
            },
            blend_weight,
        };
        // Merge into existing meta object rather than replacing — P6's
        // decorate_budget may have already populated budget_* keys here.
        if let Ok(Value::Object(p3_fields)) = serde_json::to_value(&meta) {
            let meta_obj = resp
                .as_object_mut()
                .expect("recall response is always a JSON object")
                .entry("meta".to_string())
                .or_insert_with(|| json!({}));
            if let Some(existing) = meta_obj.as_object_mut() {
                for (k, v) in p3_fields {
                    existing.insert(k, v);
                }
            }
        }
    };

    // Use hybrid recall if embedder is available
    if let Some(emb) = embedder {
        match emb.embed(context) {
            Ok(primary_emb) => {
                // v0.6.0.0: fuse primary query with context-token embedding
                // at 70/30 when caller supplied conversation tokens.
                let query_emb = if context_tokens.is_empty() {
                    primary_emb
                } else {
                    let joined = context_tokens.join(" ");
                    match emb.embed(&joined) {
                        Ok(ctx_emb) => {
                            crate::embeddings::Embedder::fuse(&primary_emb, &ctx_emb, 0.7)
                        }
                        Err(e) => {
                            tracing::warn!("context_tokens embed failed, using primary only: {e}");
                            primary_emb
                        }
                    }
                };
                let (results, outcome, telemetry) = db::recall_hybrid_with_telemetry(
                    conn,
                    context,
                    &query_emb,
                    namespace,
                    limit.min(50),
                    tags,
                    since,
                    until,
                    vector_index,
                    resolved_ttl.short_extend_secs,
                    resolved_ttl.mid_extend_secs,
                    as_agent,
                    budget_tokens,
                    resolved_scoring,
                )
                .map_err(|e| e.to_string())?;

                // Apply cross-encoder reranking if available
                if let Some(ce) = reranker {
                    let ce_reranked = ce.rerank(context, results);
                    let memories = scored_memories(ce_reranked);
                    let mut resp = json!({"memories": memories, "count": memories.len(), "mode": "hybrid+rerank"});
                    decorate_budget(&mut resp, &outcome);
                    attach_meta(&mut resp, "hybrid", &telemetry);
                    inject_namespace_standard(conn, namespace, &mut resp);
                    return Ok(resp);
                }

                let memories = scored_memories(results);
                let mut resp =
                    json!({"memories": memories, "count": memories.len(), "mode": "hybrid"});
                decorate_budget(&mut resp, &outcome);
                attach_meta(&mut resp, "hybrid", &telemetry);
                inject_namespace_standard(conn, namespace, &mut resp);
                return Ok(resp);
            }
            Err(e) => {
                // v0.6.3.1 (P3, G11): the embedder being present but the
                // per-query embed failing is a different silent-degrade
                // path than "embedder unavailable at startup" — preserve
                // the existing tracing event and fall through to
                // keyword_only mode below, which is what the meta block
                // will report.
                tracing::warn!("embedding failed, falling back to FTS: {}", e);
            }
        }
    }

    // Fallback to keyword-only recall
    let (results, outcome, telemetry) = db::recall_with_telemetry(
        conn,
        context,
        namespace,
        limit.min(50),
        tags,
        since,
        until,
        resolved_ttl.short_extend_secs,
        resolved_ttl.mid_extend_secs,
        as_agent,
        budget_tokens,
    )
    .map_err(|e| e.to_string())?;
    let memories = scored_memories(results);
    let mut resp = json!({"memories": memories, "count": memories.len(), "mode": "keyword"});
    decorate_budget(&mut resp, &outcome);
    attach_meta(&mut resp, "keyword_only", &telemetry);
    inject_namespace_standard(conn, namespace, &mut resp);
    Ok(resp)
}

/// Capabilities schema selector (v0.6.3.1 P1 honesty patch).
///
/// HTTP callers send `Accept-Capabilities: v1` (or `v2`) to request a
/// shape; MCP callers pass `accept: "v1"` (or `"v2"`) to
/// `memory_capabilities`. Default is v2.
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
pub enum CapabilitiesAccept {
    V1,
    V2,
}

impl CapabilitiesAccept {
    /// Parse the wire value sent by the client. Unknown values fall back
    /// to v2 (the default). Whitespace and case insensitive.
    #[must_use]
    pub fn parse(s: &str) -> Self {
        match s.trim().to_ascii_lowercase().as_str() {
            "v1" | "1" => Self::V1,
            _ => Self::V2,
        }
    }
}

/// v0.6.3 (capabilities schema v2 / P1 honesty patch): the canonical
/// capabilities entry point.
///
/// **Live overlays.** When the wrapper has access to the corresponding
/// runtime handle, it overlays:
/// - `features.embedder_loaded` from `embedder_loaded`,
/// - `features.recall_mode_active` from `embedder_loaded` (loaded ⇒
///   `Hybrid`; not loaded but configured ⇒ `KeywordOnly`; configured
///   but failed ⇒ `Degraded`; tier == keyword ⇒ `Disabled`),
/// - `features.reranker_active` from the `CrossEncoder` enum variant
///   (`Neural` / `LexicalFallback` / `Off`),
/// - `features.cross_encoder_reranking` flips to `false` when the
///   neural reranker fell back to lexical (the v1 honesty fix #93),
/// - `models.cross_encoder` annotated with `lexical-fallback` when the
///   neural download failed.
///
/// **Live DB counts.** When `conn` is `Some`, the dynamic blocks
/// (`permissions.active_rules`, `hooks.registered_count`,
/// `approval.pending_requests`) are populated from live counts. DB
/// errors are non-fatal — the report falls back to zero-state so a
/// transient blip cannot 500 the capabilities endpoint.
///
/// **Schema selection.** `accept` controls the wire shape. `V2` is the
/// default and recommended; `V1` projects the v2 report down to the
/// legacy shape for backward compat (see [`Capabilities::to_v1`]).
pub fn handle_capabilities_with_conn(
    tier_config: &TierConfig,
    reranker: Option<&CrossEncoder>,
    embedder_loaded: bool,
    conn: Option<&rusqlite::Connection>,
    accept: CapabilitiesAccept,
) -> Result<Value, String> {
    let mut caps = tier_config.capabilities();

    // --- Reranker live state (P1) ---
    // The old (#93) handler flipped `cross_encoder_reranking` to false
    // when the neural model fell back to lexical. The honesty patch
    // additionally surfaces the runtime variant in `reranker_active`.
    caps.features.reranker_active = match reranker {
        Some(ce) if ce.is_neural() => RerankerMode::Neural,
        Some(_) => {
            // Lexical fallback — neural download or load failed.
            caps.features.cross_encoder_reranking = false;
            caps.models.cross_encoder = "lexical-fallback (neural download failed)".to_string();
            RerankerMode::LexicalFallback
        }
        None => RerankerMode::Off,
    };

    // --- Embedder live state (P1, S18) ---
    caps.features.embedder_loaded = embedder_loaded;
    caps.features.recall_mode_active = compute_recall_mode(tier_config, embedder_loaded);

    // --- HNSW eviction surface (P3, G2) ---
    // Mirror the per-process HNSW eviction counters into the capabilities
    // surface so a `memory_capabilities` poll can tell operators whether
    // the index is currently shedding embeddings. Same values surfaced in
    // `memory_stats.index_evictions_total`.
    caps.hnsw.evictions_total = crate::hnsw::index_evictions_total();
    caps.hnsw.evicted_recently = crate::hnsw::evicted_recently(60);

    // --- Live DB-count overlays ---
    if let Some(c) = conn {
        if let Ok(n) = db::count_active_governance_rules(c) {
            caps.permissions.active_rules = n;
        }
        if let Ok(n) = db::count_subscriptions(c) {
            caps.hooks.registered_count = n;
        }
        if let Ok(n) = db::count_pending_actions_by_status(c, "pending") {
            caps.approval.pending_requests = n;
        }
    }

    // --- Schema selection ---
    match accept {
        CapabilitiesAccept::V2 => serde_json::to_value(caps).map_err(|e| e.to_string()),
        CapabilitiesAccept::V1 => serde_json::to_value(caps.to_v1()).map_err(|e| e.to_string()),
    }
}

/// Compute the live `recall_mode_active` tag from the configured tier
/// and the runtime embedder-loaded signal. P1 honesty patch.
///
/// - Tier configured no embedder (keyword tier) → `Disabled`.
/// - Tier configured an embedder and it loaded → `Hybrid`.
/// - Tier configured an embedder but it did not load → `Degraded`.
/// - (Reserved) `KeywordOnly` is returned only when the daemon has an
///   embedder configured but the operator explicitly disabled hybrid
///   blending — not possible in v0.6.3.1, so unreachable today.
fn compute_recall_mode(
    tier_config: &TierConfig,
    embedder_loaded: bool,
) -> crate::config::RecallMode {
    use crate::config::RecallMode;
    if tier_config.embedding_model.is_none() {
        RecallMode::Disabled
    } else if embedder_loaded {
        RecallMode::Hybrid
    } else {
        RecallMode::Degraded
    }
}

fn handle_expand_query(llm: Option<&OllamaClient>, params: &Value) -> Result<Value, String> {
    let llm = llm.ok_or("query expansion requires smart or autonomous tier (Ollama LLM)")?;
    let query = params["query"].as_str().ok_or("query is required")?;
    let terms = llm.expand_query(query).map_err(|e| e.to_string())?;
    Ok(json!({"original": query, "expanded_terms": terms}))
}

fn handle_auto_tag(
    conn: &rusqlite::Connection,
    llm: Option<&OllamaClient>,
    params: &Value,
) -> Result<Value, String> {
    let llm = llm.ok_or("auto-tagging requires smart or autonomous tier (Ollama LLM)")?;
    let id = params["id"].as_str().ok_or("id is required")?;
    validate::validate_id(id).map_err(|e| e.to_string())?;
    let mem = db::get(conn, id)
        .map_err(|e| e.to_string())?
        .ok_or("memory not found")?;
    let tags = llm
        .auto_tag(&mem.title, &mem.content)
        .map_err(|e| e.to_string())?;
    // Apply tags to the memory
    let mut all_tags = mem.tags.clone();
    for t in &tags {
        if !all_tags.contains(t) {
            all_tags.push(t.clone());
        }
    }
    db::update(
        conn,
        id,
        None,
        None,
        None,
        None,
        Some(&all_tags),
        None,
        None,
        None,
        None,
    )
    .map_err(|e| e.to_string())?;
    Ok(json!({"id": id, "new_tags": tags, "all_tags": all_tags}))
}

fn handle_detect_contradiction(
    conn: &rusqlite::Connection,
    llm: Option<&OllamaClient>,
    params: &Value,
) -> Result<Value, String> {
    let llm =
        llm.ok_or("contradiction detection requires smart or autonomous tier (Ollama LLM)")?;
    let id_a = params["id_a"].as_str().ok_or("id_a is required")?;
    let id_b = params["id_b"].as_str().ok_or("id_b is required")?;
    validate::validate_id(id_a).map_err(|e| e.to_string())?;
    validate::validate_id(id_b).map_err(|e| e.to_string())?;
    let mem_a = db::get(conn, id_a)
        .map_err(|e| e.to_string())?
        .ok_or("memory A not found")?;
    let mem_b = db::get(conn, id_b)
        .map_err(|e| e.to_string())?
        .ok_or("memory B not found")?;
    let contradicts = llm
        .detect_contradiction(&mem_a.content, &mem_b.content)
        .map_err(|e| e.to_string())?;
    Ok(json!({
        "contradicts": contradicts,
        "memory_a": {"id": id_a, "title": mem_a.title},
        "memory_b": {"id": id_b, "title": mem_b.title}
    }))
}

fn handle_search(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    let query = params["query"].as_str().ok_or("query is required")?;
    let namespace = params["namespace"].as_str();
    let tier = params["tier"].as_str().and_then(Tier::from_str);
    // Ultrareview #339: saturate instead of panic on 32-bit targets
    // where u64 may exceed usize::MAX. A malicious client passing
    // limit=2^63 would otherwise take down the daemon.
    let limit = usize::try_from(params["limit"].as_u64().unwrap_or(20)).unwrap_or(usize::MAX);

    let agent_id = params["agent_id"].as_str();
    if let Some(aid) = agent_id {
        validate::validate_agent_id(aid).map_err(|e| e.to_string())?;
    }
    let as_agent = params["as_agent"].as_str();
    if let Some(a) = as_agent {
        validate::validate_namespace(a).map_err(|e| e.to_string())?;
    }
    let results = db::search(
        conn,
        query,
        namespace,
        tier.as_ref(),
        limit.min(200),
        None,
        None,
        None,
        None,
        agent_id,
        as_agent,
    )
    .map_err(|e| e.to_string())?;
    Ok(json!({"results": results, "count": results.len()}))
}

fn handle_get_taxonomy(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    // Defaults match the JSON schema. Trailing '/' is forgiven so MCP
    // clients can pass either `"alpha"` or `"alpha/"` without an extra
    // round trip — the underlying validate_namespace rejects the
    // trailing slash form, so we strip it before validating.
    let prefix_raw = params
        .get("namespace_prefix")
        .and_then(|v| v.as_str())
        .map(str::trim)
        .filter(|s| !s.is_empty());
    let prefix_owned: Option<String> = prefix_raw.map(|s| s.trim_end_matches('/').to_string());
    if let Some(p) = prefix_owned.as_deref() {
        validate::validate_namespace(p).map_err(|e| e.to_string())?;
    }
    let depth = usize::try_from(params.get("depth").and_then(Value::as_u64).unwrap_or(8))
        .unwrap_or(usize::MAX)
        .min(crate::models::MAX_NAMESPACE_DEPTH);
    let limit = usize::try_from(params.get("limit").and_then(Value::as_u64).unwrap_or(1000))
        .unwrap_or(usize::MAX)
        .clamp(1, 10_000);

    let tax =
        db::get_taxonomy(conn, prefix_owned.as_deref(), depth, limit).map_err(|e| e.to_string())?;
    Ok(json!({
        "tree": tax.tree,
        "total_count": tax.total_count,
        "truncated": tax.truncated,
    }))
}

fn handle_check_duplicate(
    conn: &rusqlite::Connection,
    params: &Value,
    embedder: Option<&Embedder>,
) -> Result<Value, String> {
    let title = params["title"].as_str().ok_or("title is required")?;
    let content = params["content"].as_str().ok_or("content is required")?;
    let namespace = params["namespace"]
        .as_str()
        .map(str::trim)
        .filter(|s| !s.is_empty());
    // Float defaults are awkward in JSON schema land — accept either an
    // explicit threshold or fall back to the tuned default. The hard
    // floor is enforced inside `db::check_duplicate`.
    #[allow(clippy::cast_possible_truncation)]
    let threshold = params["threshold"]
        .as_f64()
        .map_or(db::DUPLICATE_THRESHOLD_DEFAULT, |t| t as f32);

    validate::validate_title(title).map_err(|e| e.to_string())?;
    validate::validate_content(content).map_err(|e| e.to_string())?;
    if let Some(ns) = namespace {
        validate::validate_namespace(ns).map_err(|e| e.to_string())?;
    }

    let emb = embedder
        .ok_or("memory_check_duplicate requires the embedder; enable semantic tier or above")?;
    let text = format!("{title} {content}");
    let query_embedding = emb.embed(&text).map_err(|e| e.to_string())?;

    let check = db::check_duplicate(conn, &query_embedding, namespace, threshold)
        .map_err(|e| e.to_string())?;

    // Round similarity to 3 decimals at the response edge — keeps the
    // JSON readable without leaking the f32's full quantisation noise.
    let nearest_json = check.nearest.as_ref().map(|m| {
        json!({
            "id": m.id,
            "title": m.title,
            "namespace": m.namespace,
            "similarity": (m.similarity * 1000.0).round() / 1000.0,
        })
    });
    let suggested_merge = if check.is_duplicate {
        check.nearest.as_ref().map(|m| m.id.clone())
    } else {
        None
    };

    Ok(json!({
        "is_duplicate": check.is_duplicate,
        "threshold": check.threshold,
        "nearest": nearest_json,
        "suggested_merge": suggested_merge,
        "candidates_scanned": check.candidates_scanned,
    }))
}

fn handle_entity_register(
    conn: &rusqlite::Connection,
    params: &Value,
    mcp_client: Option<&str>,
) -> Result<Value, String> {
    let canonical_name = params["canonical_name"]
        .as_str()
        .ok_or("canonical_name is required")?;
    let namespace = params["namespace"]
        .as_str()
        .ok_or("namespace is required")?;
    let aliases: Vec<String> = params["aliases"]
        .as_array()
        .map(|arr| {
            arr.iter()
                .filter_map(|v| v.as_str().map(String::from))
                .collect()
        })
        .unwrap_or_default();
    let extra_metadata = if params["metadata"].is_object() {
        params["metadata"].clone()
    } else {
        json!({})
    };
    let explicit_agent_id = params["agent_id"].as_str();

    validate::validate_title(canonical_name).map_err(|e| e.to_string())?;
    validate::validate_namespace(namespace).map_err(|e| e.to_string())?;
    if let Some(aid) = explicit_agent_id {
        validate::validate_agent_id(aid).map_err(|e| e.to_string())?;
    }

    let agent_id = crate::identity::resolve_agent_id(explicit_agent_id, mcp_client)
        .map_err(|e| e.to_string())?;

    let reg = db::entity_register(
        conn,
        canonical_name,
        namespace,
        &aliases,
        &extra_metadata,
        Some(&agent_id),
    )
    .map_err(|e| e.to_string())?;

    Ok(json!({
        "entity_id": reg.entity_id,
        "canonical_name": reg.canonical_name,
        "namespace": reg.namespace,
        "aliases": reg.aliases,
        "created": reg.created,
    }))
}

fn handle_entity_get_by_alias(
    conn: &rusqlite::Connection,
    params: &Value,
) -> Result<Value, String> {
    let alias = params["alias"].as_str().ok_or("alias is required")?;
    let namespace = params["namespace"]
        .as_str()
        .map(str::trim)
        .filter(|s| !s.is_empty());
    if let Some(ns) = namespace {
        validate::validate_namespace(ns).map_err(|e| e.to_string())?;
    }

    match db::entity_get_by_alias(conn, alias, namespace).map_err(|e| e.to_string())? {
        Some(rec) => Ok(json!({
            "found": true,
            "entity_id": rec.entity_id,
            "canonical_name": rec.canonical_name,
            "namespace": rec.namespace,
            "aliases": rec.aliases,
        })),
        None => Ok(json!({
            "found": false,
            "entity_id": null,
            "canonical_name": null,
            "namespace": null,
            "aliases": [],
        })),
    }
}

fn handle_kg_timeline(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    let source_id = params["source_id"]
        .as_str()
        .ok_or("source_id is required")?;
    validate::validate_id(source_id).map_err(|e| e.to_string())?;
    let since = params["since"]
        .as_str()
        .map(str::trim)
        .filter(|s| !s.is_empty());
    let until = params["until"]
        .as_str()
        .map(str::trim)
        .filter(|s| !s.is_empty());
    if let Some(s) = since {
        validate::validate_expires_at_format(s).map_err(|e| e.to_string())?;
    }
    if let Some(u) = until {
        validate::validate_expires_at_format(u).map_err(|e| e.to_string())?;
    }
    let limit = params["limit"]
        .as_u64()
        .and_then(|n| usize::try_from(n).ok());

    let events =
        db::kg_timeline(conn, source_id, since, until, limit).map_err(|e| e.to_string())?;

    let events_json: Vec<Value> = events
        .iter()
        .map(|e| {
            json!({
                "target_id": e.target_id,
                "relation": e.relation,
                "valid_from": e.valid_from,
                "valid_until": e.valid_until,
                "observed_by": e.observed_by,
                "title": e.title,
                "target_namespace": e.target_namespace,
            })
        })
        .collect();

    Ok(json!({
        "source_id": source_id,
        "events": events_json,
        "count": events.len(),
    }))
}

fn handle_kg_invalidate(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    let source_id = params["source_id"]
        .as_str()
        .ok_or("source_id is required")?;
    let target_id = params["target_id"]
        .as_str()
        .ok_or("target_id is required")?;
    let relation = params["relation"].as_str().ok_or("relation is required")?;
    validate::validate_link(source_id, target_id, relation).map_err(|e| e.to_string())?;
    let valid_until = params["valid_until"]
        .as_str()
        .map(str::trim)
        .filter(|s| !s.is_empty());
    if let Some(ts) = valid_until {
        validate::validate_expires_at_format(ts).map_err(|e| e.to_string())?;
    }

    match db::invalidate_link(conn, source_id, target_id, relation, valid_until)
        .map_err(|e| e.to_string())?
    {
        Some(res) => Ok(json!({
            "found": true,
            "source_id": source_id,
            "target_id": target_id,
            "relation": relation,
            "valid_until": res.valid_until,
            "previous_valid_until": res.previous_valid_until,
        })),
        None => Ok(json!({
            "found": false,
            "source_id": source_id,
            "target_id": target_id,
            "relation": relation,
        })),
    }
}

fn handle_kg_query(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    let source_id = params["source_id"]
        .as_str()
        .ok_or("source_id is required")?;
    validate::validate_id(source_id).map_err(|e| e.to_string())?;

    let max_depth = params["max_depth"]
        .as_u64()
        .and_then(|n| usize::try_from(n).ok())
        .unwrap_or(1);

    let valid_at = params["valid_at"]
        .as_str()
        .map(str::trim)
        .filter(|s| !s.is_empty());
    if let Some(t) = valid_at {
        validate::validate_expires_at_format(t).map_err(|e| e.to_string())?;
    }

    let allowed_agents: Option<Vec<String>> = params["allowed_agents"].as_array().map(|arr| {
        arr.iter()
            .filter_map(|v| v.as_str().map(str::trim).filter(|s| !s.is_empty()))
            .map(str::to_string)
            .collect()
    });
    if let Some(agents) = allowed_agents.as_ref() {
        for a in agents {
            validate::validate_agent_id(a).map_err(|e| e.to_string())?;
        }
    }

    let limit = params["limit"]
        .as_u64()
        .and_then(|n| usize::try_from(n).ok());

    let nodes = db::kg_query(
        conn,
        source_id,
        max_depth,
        valid_at,
        allowed_agents.as_deref(),
        limit,
    )
    .map_err(|e| e.to_string())?;

    let memories_json: Vec<Value> = nodes
        .iter()
        .map(|n| {
            json!({
                "target_id": n.target_id,
                "relation": n.relation,
                "valid_from": n.valid_from,
                "valid_until": n.valid_until,
                "observed_by": n.observed_by,
                "title": n.title,
                "target_namespace": n.target_namespace,
                "depth": n.depth,
                "path": n.path,
            })
        })
        .collect();
    let paths_json: Vec<&str> = nodes.iter().map(|n| n.path.as_str()).collect();

    Ok(json!({
        "source_id": source_id,
        "max_depth": max_depth,
        "memories": memories_json,
        "paths": paths_json,
        "count": nodes.len(),
    }))
}

fn handle_list(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    let namespace = params["namespace"].as_str();
    let tier = params["tier"].as_str().and_then(Tier::from_str);
    // Ultrareview #339: saturate instead of panic (see handle_search).
    let limit = usize::try_from(params["limit"].as_u64().unwrap_or(20)).unwrap_or(usize::MAX);
    let agent_id = params["agent_id"].as_str();
    if let Some(aid) = agent_id {
        validate::validate_agent_id(aid).map_err(|e| e.to_string())?;
    }

    let results = db::list(
        conn,
        namespace,
        tier.as_ref(),
        limit.min(200),
        0,
        None,
        None,
        None,
        None,
        agent_id,
    )
    .map_err(|e| e.to_string())?;
    Ok(json!({"memories": results, "count": results.len()}))
}

fn handle_delete(
    conn: &rusqlite::Connection,
    db_path: &Path,
    params: &Value,
    vector_index: Option<&VectorIndex>,
    mcp_client: Option<&str>,
) -> Result<Value, String> {
    let id = params["id"].as_str().ok_or("id is required")?;
    validate::validate_id(id).map_err(|e| e.to_string())?;

    // Resolve the memory first so governance has owner context.
    let target = if let Some(m) = db::get(conn, id).map_err(|e| e.to_string())? {
        Some(m)
    } else {
        db::get_by_prefix(conn, id).map_err(|e| e.to_string())?
    };
    let Some(target) = target else {
        return Err("memory not found".into());
    };

    // P5 (G9): snapshot fields the dispatcher needs BEFORE delete frees
    // the row. The dispatch itself is fire-and-forget after the DELETE
    // commits, but the payload is built from this owned snapshot.
    let snapshot_namespace = target.namespace.clone();
    let snapshot_title = target.title.clone();
    let snapshot_tier = target.tier.as_str().to_string();
    let snapshot_owner: Option<String> = target
        .metadata
        .get("agent_id")
        .and_then(|v| v.as_str())
        .map(str::to_string);

    // Task 1.9: governance enforcement (delete-side).
    {
        use crate::models::{GovernanceDecision, GovernedAction};
        let agent_id = crate::identity::resolve_agent_id(params["agent_id"].as_str(), mcp_client)
            .map_err(|e| e.to_string())?;
        let mem_owner = target
            .metadata
            .get("agent_id")
            .and_then(|v| v.as_str())
            .map(str::to_string);
        let payload = json!({"id": target.id, "title": target.title});
        match db::enforce_governance(
            conn,
            GovernedAction::Delete,
            &target.namespace,
            &agent_id,
            Some(&target.id),
            mem_owner.as_deref(),
            &payload,
        )
        .map_err(|e| e.to_string())?
        {
            GovernanceDecision::Allow => {}
            GovernanceDecision::Deny(reason) => {
                return Err(format!("delete denied by governance: {reason}"));
            }
            GovernanceDecision::Pending(pending_id) => {
                return Ok(json!({
                    "status": "pending",
                    "pending_id": pending_id,
                    "reason": "governance requires approval",
                    "action": "delete",
                    "memory_id": target.id,
                }));
            }
        }
    }

    let deleted = db::delete(conn, &target.id).map_err(|e| e.to_string())?;
    if deleted {
        if let Some(idx) = vector_index {
            idx.remove(&target.id);
        }
        // PR-5 (issue #487): security audit trail. No-op when disabled.
        crate::audit::emit(crate::audit::EventBuilder::new(
            crate::audit::AuditAction::Delete,
            crate::audit::actor(
                snapshot_owner
                    .clone()
                    .unwrap_or_else(|| "unknown".to_string()),
                mcp_client.map_or("host_fallback", |_| "mcp_client_info"),
                None,
            ),
            crate::audit::target_memory(
                target.id.clone(),
                snapshot_namespace.clone(),
                Some(snapshot_title.clone()),
                Some(snapshot_tier.clone()),
                None,
            ),
        ));
        // P5 (G9): fire `memory_delete` webhook AFTER the row is gone
        // (best-effort, fire-and-forget — same pattern as memory_store).
        let details = serde_json::to_value(crate::subscriptions::DeleteEventDetails {
            title: snapshot_title,
            tier: snapshot_tier,
        })
        .ok();
        crate::subscriptions::dispatch_event_with_details(
            conn,
            "memory_delete",
            &target.id,
            &snapshot_namespace,
            snapshot_owner.as_deref(),
            db_path,
            details,
        );
        Ok(json!({"deleted": true}))
    } else {
        Err("memory not found".into())
    }
}

fn handle_promote(
    conn: &rusqlite::Connection,
    db_path: &Path,
    params: &Value,
    mcp_client: Option<&str>,
) -> Result<Value, String> {
    let id = params["id"].as_str().ok_or("id is required")?;
    validate::validate_id(id).map_err(|e| e.to_string())?;
    // Resolve prefix if exact ID not found; capture the memory so governance
    // has owner context (Task 1.9).
    let target = if let Some(m) = db::get(conn, id).map_err(|e| e.to_string())? {
        m
    } else if let Some(m) = db::get_by_prefix(conn, id).map_err(|e| e.to_string())? {
        m
    } else {
        return Err("memory not found".into());
    };
    let resolved_id = target.id.clone();
    // P5 (G9): snapshot fields needed for the post-success webhook.
    let snapshot_namespace = target.namespace.clone();
    let snapshot_owner: Option<String> = target
        .metadata
        .get("agent_id")
        .and_then(|v| v.as_str())
        .map(str::to_string);

    // Task 1.9: governance enforcement (promote-side).
    {
        use crate::models::{GovernanceDecision, GovernedAction};
        let agent_id = crate::identity::resolve_agent_id(params["agent_id"].as_str(), mcp_client)
            .map_err(|e| e.to_string())?;
        let mem_owner = target
            .metadata
            .get("agent_id")
            .and_then(|v| v.as_str())
            .map(str::to_string);
        let payload = json!({
            "id": resolved_id,
            "to_namespace": params["to_namespace"].as_str(),
        });
        match db::enforce_governance(
            conn,
            GovernedAction::Promote,
            &target.namespace,
            &agent_id,
            Some(&resolved_id),
            mem_owner.as_deref(),
            &payload,
        )
        .map_err(|e| e.to_string())?
        {
            GovernanceDecision::Allow => {}
            GovernanceDecision::Deny(reason) => {
                return Err(format!("promote denied by governance: {reason}"));
            }
            GovernanceDecision::Pending(pending_id) => {
                return Ok(json!({
                    "status": "pending",
                    "pending_id": pending_id,
                    "reason": "governance requires approval",
                    "action": "promote",
                    "memory_id": resolved_id,
                }));
            }
        }
    }

    // Task 1.7: optional vertical promotion to an ancestor namespace.
    // When `to_namespace` is supplied, clone (don't move) the memory to the
    // target and link clone → source with `derived_from`. Original is
    // untouched; tier is NOT changed by this path.
    if let Some(to_ns) = params["to_namespace"].as_str() {
        validate::validate_namespace(to_ns).map_err(|e| e.to_string())?;
        let clone_id =
            db::promote_to_namespace(conn, &resolved_id, to_ns).map_err(|e| e.to_string())?;
        // P5 (G9): fire `memory_promote` webhook for vertical mode AFTER
        // the clone commits. memory_id = source id (subscribers can
        // distinguish via `mode` and `clone_id` in the details block).
        let details = serde_json::to_value(crate::subscriptions::PromoteEventDetails {
            mode: "vertical".to_string(),
            tier: None,
            to_namespace: Some(to_ns.to_string()),
            clone_id: Some(clone_id.clone()),
        })
        .ok();
        crate::subscriptions::dispatch_event_with_details(
            conn,
            "memory_promote",
            &resolved_id,
            &snapshot_namespace,
            snapshot_owner.as_deref(),
            db_path,
            details,
        );
        return Ok(json!({
            "promoted": true,
            "mode": "vertical",
            "source_id": resolved_id,
            "clone_id": clone_id,
            "to_namespace": to_ns,
        }));
    }

    // Default: tier promotion to long (historical behavior).
    let (found, _) = db::update(
        conn,
        &resolved_id,
        None,
        None,
        Some(&Tier::Long),
        None,
        None,
        None,
        None,
        Some(""), // empty string clears expires_at
        None,
    )
    .map_err(|e| e.to_string())?;
    if !found {
        return Err("memory not found".into());
    }
    // P5 (G9): fire `memory_promote` webhook for the default tier-upgrade
    // path AFTER the update commits.
    let details = serde_json::to_value(crate::subscriptions::PromoteEventDetails {
        mode: "tier".to_string(),
        tier: Some("long".to_string()),
        to_namespace: None,
        clone_id: None,
    })
    .ok();
    crate::subscriptions::dispatch_event_with_details(
        conn,
        "memory_promote",
        &resolved_id,
        &snapshot_namespace,
        snapshot_owner.as_deref(),
        db_path,
        details,
    );
    Ok(json!({"promoted": true, "mode": "tier", "id": resolved_id, "tier": "long"}))
}

fn handle_forget(
    conn: &rusqlite::Connection,
    params: &Value,
    archive: bool,
) -> Result<Value, String> {
    let namespace = params["namespace"].as_str();
    let pattern = params["pattern"].as_str();
    let tier = params["tier"].as_str().and_then(Tier::from_str);
    let dry_run = params["dry_run"].as_bool().unwrap_or(false);

    if dry_run {
        let count =
            db::forget_count(conn, namespace, pattern, tier.as_ref()).map_err(|e| e.to_string())?;
        return Ok(json!({"would_delete": count, "dry_run": true}));
    }

    let deleted =
        db::forget(conn, namespace, pattern, tier.as_ref(), archive).map_err(|e| e.to_string())?;
    Ok(json!({"deleted": deleted, "archived": archive}))
}

fn handle_stats(conn: &rusqlite::Connection, db_path: &Path) -> Result<Value, String> {
    let stats = db::stats(conn, db_path).map_err(|e| e.to_string())?;
    serde_json::to_value(stats).map_err(|e| e.to_string())
}

fn handle_update(
    conn: &rusqlite::Connection,
    params: &Value,
    embedder: Option<&Embedder>,
    vector_index: Option<&VectorIndex>,
) -> Result<Value, String> {
    let id = params["id"].as_str().ok_or("id is required")?;
    validate::validate_id(id).map_err(|e| e.to_string())?;
    // Resolve prefix if exact ID not found
    let resolved_id = if db::get(conn, id).map_err(|e| e.to_string())?.is_some() {
        id.to_string()
    } else if let Some(mem) = db::get_by_prefix(conn, id).map_err(|e| e.to_string())? {
        mem.id
    } else {
        return Err("memory not found".into());
    };
    let title = params["title"].as_str();
    let content = params["content"].as_str();
    let tier = params["tier"].as_str().and_then(Tier::from_str);
    let namespace = params["namespace"].as_str();
    let tags: Option<Vec<String>> = params["tags"].as_array().map(|a| {
        a.iter()
            .filter_map(|v| v.as_str().map(String::from))
            .collect()
    });
    let priority = params["priority"]
        .as_i64()
        .map(|p| i32::try_from(p).expect("i64 as i32"));
    let confidence = params["confidence"].as_f64();
    let expires_at = params["expires_at"].as_str();

    if let Some(t) = title {
        validate::validate_title(t).map_err(|e| e.to_string())?;
    }
    if let Some(c) = content {
        validate::validate_content(c).map_err(|e| e.to_string())?;
    }
    if let Some(ns) = &namespace {
        validate::validate_namespace(ns).map_err(|e| e.to_string())?;
    }
    if let Some(ref t) = tags {
        validate::validate_tags(t).map_err(|e| e.to_string())?;
    }
    if let Some(p) = priority {
        validate::validate_priority(p).map_err(|e| e.to_string())?;
    }
    if let Some(c) = confidence {
        validate::validate_confidence(c).map_err(|e| e.to_string())?;
    }
    if let Some(ts) = expires_at {
        // Allow past dates in update for programmatic TTL management and GC testing
        validate::validate_expires_at_format(ts).map_err(|e| e.to_string())?;
    }

    let metadata = if params["metadata"].is_object() {
        let m = params["metadata"].clone();
        validate::validate_metadata(&m).map_err(|e| e.to_string())?;
        // Preserve existing metadata.agent_id — provenance is immutable.
        // Without this, any MCP caller could rewrite the author of any memory.
        let existing = db::get(conn, &resolved_id)
            .map_err(|e| e.to_string())?
            .map_or_else(|| serde_json::json!({}), |m| m.metadata);
        Some(crate::identity::preserve_agent_id(&existing, &m))
    } else {
        None
    };

    let (found, content_changed) = db::update(
        conn,
        &resolved_id,
        title,
        content,
        tier.as_ref(),
        namespace,
        tags.as_ref(),
        priority,
        confidence,
        expires_at,
        metadata.as_ref(),
    )
    .map_err(|e| e.to_string())?;

    if !found {
        return Err("memory not found".into());
    }

    // Regenerate embedding when title or content changed
    if content_changed && let Some(emb) = embedder {
        let mem = db::get(conn, &resolved_id).map_err(|e| e.to_string())?;
        if let Some(ref m) = mem {
            let text = format!("{} {}", m.title, m.content);
            if let Ok(embedding) = emb.embed(&text) {
                let _ = db::set_embedding(conn, &resolved_id, &embedding);
                if let Some(idx) = vector_index {
                    idx.remove(&resolved_id);
                    idx.insert(resolved_id.clone(), embedding);
                }
            }
        }
    }

    let mem = db::get(conn, &resolved_id).map_err(|e| e.to_string())?;
    Ok(json!({"updated": true, "memory": mem}))
}

fn handle_get(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    let id = params["id"].as_str().ok_or("id is required")?;
    validate::validate_id(id).map_err(|e| e.to_string())?;
    match db::resolve_id(conn, id).map_err(|e| e.to_string())? {
        Some(mem) => {
            let links = db::get_links(conn, &mem.id).unwrap_or_default();
            // Flatten: merge memory fields with links at top level (#96)
            let mut val = serde_json::to_value(&mem).map_err(|e| e.to_string())?;
            if let Some(obj) = val.as_object_mut() {
                obj.insert("links".to_string(), json!(links));
            }
            Ok(val)
        }
        None => Err("memory not found".into()),
    }
}

fn handle_link(
    conn: &rusqlite::Connection,
    db_path: &Path,
    params: &Value,
) -> Result<Value, String> {
    let source_id = params["source_id"]
        .as_str()
        .ok_or("source_id is required")?;
    let target_id = params["target_id"]
        .as_str()
        .ok_or("target_id is required")?;
    let relation = params["relation"].as_str().unwrap_or("related_to");

    validate::validate_link(source_id, target_id, relation).map_err(|e| e.to_string())?;
    db::create_link(conn, source_id, target_id, relation).map_err(|e| e.to_string())?;

    // P5 (G9): fire `memory_link_created` webhook AFTER the link is
    // persisted. Resolve the source memory to populate `namespace` /
    // `agent_id` for the dispatch envelope; if it's somehow gone (race
    // with delete) fall back to "global"/None and let the webhook
    // reflect the link metadata only.
    let (event_namespace, event_agent_id) = match db::get(conn, source_id) {
        Ok(Some(mem)) => {
            let owner = mem
                .metadata
                .get("agent_id")
                .and_then(|v| v.as_str())
                .map(str::to_string);
            (mem.namespace, owner)
        }
        _ => ("global".to_string(), None),
    };
    let details = serde_json::to_value(crate::subscriptions::LinkCreatedEventDetails {
        target_id: target_id.to_string(),
        relation: relation.to_string(),
    })
    .ok();
    crate::subscriptions::dispatch_event_with_details(
        conn,
        "memory_link_created",
        source_id,
        &event_namespace,
        event_agent_id.as_deref(),
        db_path,
        details,
    );

    Ok(
        json!({"linked": true, "source_id": source_id, "target_id": target_id, "relation": relation}),
    )
}

fn handle_get_links(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    let id = params["id"].as_str().ok_or("id is required")?;
    validate::validate_id(id).map_err(|e| e.to_string())?;
    let links = db::get_links(conn, id).map_err(|e| e.to_string())?;
    Ok(json!({"links": links, "count": links.len()}))
}

fn handle_consolidate(
    conn: &rusqlite::Connection,
    db_path: &Path,
    params: &Value,
    llm: Option<&OllamaClient>,
    embedder: Option<&Embedder>,
    vector_index: Option<&VectorIndex>,
    mcp_client: Option<&str>,
) -> Result<Value, String> {
    let ids_arr = params["ids"]
        .as_array()
        .ok_or("ids is required (array of memory IDs)")?;
    let mut ids = Vec::with_capacity(ids_arr.len());
    for (i, v) in ids_arr.iter().enumerate() {
        match v.as_str() {
            Some(s) => {
                validate::validate_id(s).map_err(|e| e.to_string())?;
                ids.push(s.to_string());
            }
            None => return Err(format!("ids[{i}] must be a string")),
        }
    }
    let title = params["title"].as_str().ok_or("title is required")?;
    let namespace = params["namespace"].as_str().unwrap_or("global");

    // Auto-generate summary via LLM if not provided
    let summary: String = if let Some(s) = params["summary"].as_str() {
        s.to_string()
    } else if let Some(llm_client) = llm {
        // Fetch memory contents for LLM summarization
        let mut memory_pairs: Vec<(String, String)> = Vec::new();
        for id in &ids {
            match db::get(conn, id) {
                Ok(Some(mem)) => memory_pairs.push((mem.title, mem.content)),
                Ok(None) => return Err(format!("memory not found: {id}")),
                Err(e) => return Err(e.to_string()),
            }
        }
        llm_client
            .summarize_memories(&memory_pairs)
            .map_err(|e| format!("LLM summarization failed: {e}"))?
    } else {
        return Err(
            "summary is required (or use smart/autonomous tier for auto-summarization)".into(),
        );
    };

    validate::validate_consolidate(&ids, title, &summary, namespace).map_err(|e| e.to_string())?;

    let auto_generated = params["summary"].as_str().is_none();

    // Remove old entries from HNSW index before consolidation deletes them
    if let Some(idx) = vector_index {
        for id in &ids {
            idx.remove(id);
        }
    }

    // NHI: the caller (consolidator) owns the new memory's agent_id;
    // source authors are preserved as a forensic array by db::consolidate.
    let explicit_agent_id = params["agent_id"].as_str();
    let consolidator_agent_id = crate::identity::resolve_agent_id(explicit_agent_id, mcp_client)
        .map_err(|e| e.to_string())?;
    let new_id = db::consolidate(
        conn,
        &ids,
        title,
        &summary,
        namespace,
        &Tier::Long,
        "consolidation",
        &consolidator_agent_id,
    )
    .map_err(|e| e.to_string())?;

    // Generate embedding for the consolidated memory (#52)
    if let Some(emb) = embedder {
        let text = format!("{title} {summary}");
        match emb.embed(&text) {
            Ok(embedding) => {
                if let Err(e) = db::set_embedding(conn, &new_id, &embedding) {
                    tracing::warn!(
                        "failed to store embedding for consolidated {}: {}",
                        &new_id,
                        e
                    );
                }
                if let Some(idx) = vector_index {
                    // Remove old embeddings from HNSW index
                    for id in &ids {
                        idx.remove(id);
                    }
                    idx.insert(new_id.clone(), embedding);
                }
            }
            Err(e) => {
                tracing::warn!(
                    "failed to generate embedding for consolidated {}: {}",
                    &new_id,
                    e
                );
            }
        }
    }

    let mut result = json!({"id": new_id, "consolidated": ids.len()});
    if auto_generated {
        result["auto_summary"] = json!(true);
        result["summary_preview"] = json!(summary.chars().take(200).collect::<String>());
    }
    // Warn if any source memory was a namespace standard
    let standard_ids: Vec<&str> = ids
        .iter()
        .filter(|id| db::is_namespace_standard(conn, id))
        .map(std::string::String::as_str)
        .collect();
    if !standard_ids.is_empty() {
        result["warning"] = json!(format!(
            "consolidated memories included namespace standard(s): {}. Re-set the standard to the new memory ID: {}",
            standard_ids.join(", "),
            new_id
        ));
    }

    // P5 (G9): fire `memory_consolidated` webhook AFTER db::consolidate
    // commits the new memory. memory_id = the new consolidated id; the
    // details block carries the source ids that were merged.
    let details = serde_json::to_value(crate::subscriptions::ConsolidatedEventDetails {
        source_ids: ids.clone(),
        source_count: ids.len(),
    })
    .ok();
    crate::subscriptions::dispatch_event_with_details(
        conn,
        "memory_consolidated",
        &new_id,
        namespace,
        Some(&consolidator_agent_id),
        db_path,
        details,
    );

    Ok(result)
}

// ---------------------------------------------------------------------------
// Namespace standard handlers
// ---------------------------------------------------------------------------

pub(crate) fn handle_namespace_set_standard(
    conn: &rusqlite::Connection,
    params: &Value,
) -> Result<Value, String> {
    let namespace = params["namespace"]
        .as_str()
        .ok_or("namespace is required")?;
    validate::validate_namespace(namespace).map_err(|e| e.to_string())?;
    let id = params["id"].as_str().ok_or("id is required")?;
    validate::validate_id(id).map_err(|e| e.to_string())?;
    let parent = params["parent"].as_str();
    if let Some(p) = parent {
        validate::validate_namespace(p).map_err(|e| e.to_string())?;
    }

    // Task 1.8: optional governance policy merged into the standard memory's
    // metadata.governance. Policy is deserialized + validated before write.
    let governance_val = params.get("governance").filter(|v| !v.is_null());
    if let Some(g) = governance_val {
        let policy: crate::models::GovernancePolicy =
            serde_json::from_value(g.clone()).map_err(|e| format!("invalid governance: {e}"))?;
        validate::validate_governance_policy(&policy).map_err(|e| e.to_string())?;

        // Load the standard memory, merge metadata.governance, write back.
        let mut mem = db::get(conn, id)
            .map_err(|e| e.to_string())?
            .ok_or_else(|| format!("memory not found: {id}"))?;
        let mut metadata = if mem.metadata.is_object() {
            mem.metadata.clone()
        } else {
            serde_json::json!({})
        };
        if let Some(obj) = metadata.as_object_mut() {
            obj.insert(
                "governance".to_string(),
                serde_json::to_value(&policy).map_err(|e| e.to_string())?,
            );
        }
        let (found, _) = db::update(
            conn,
            &mem.id,
            None,
            None,
            None,
            None,
            None,
            None,
            None,
            None,
            Some(&metadata),
        )
        .map_err(|e| e.to_string())?;
        if !found {
            return Err(format!("memory not found during governance merge: {id}"));
        }
        mem.metadata = metadata;
    }

    db::set_namespace_standard(conn, namespace, id, parent).map_err(|e| e.to_string())?;
    let mut resp = json!({"set": true, "namespace": namespace, "standard_id": id});
    if let Some(p) = parent {
        resp["parent"] = json!(p);
    }
    if let Some(g) = governance_val {
        resp["governance"] = g.clone();
    }
    Ok(resp)
}

pub(crate) fn handle_namespace_get_standard(
    conn: &rusqlite::Connection,
    params: &Value,
) -> Result<Value, String> {
    let namespace = params["namespace"]
        .as_str()
        .ok_or("namespace is required")?;
    validate::validate_namespace(namespace).map_err(|e| e.to_string())?;

    // Task 1.6: --inherit returns the full resolved chain, most-general-first.
    let inherit = params["inherit"].as_bool().unwrap_or(false);
    if inherit {
        let chain = build_namespace_chain(conn, namespace);
        let mut standards: Vec<Value> = Vec::new();
        for link in &chain {
            if let Some(std) = lookup_namespace_standard(conn, link) {
                let gov = extract_governance(&std);
                let entry = json!({
                    "namespace": link,
                    "standard_id": std["id"].clone(),
                    "title": std["title"].clone(),
                    "content": std["content"].clone(),
                    "priority": std["priority"].clone(),
                    "governance": gov,
                });
                standards.push(entry);
            }
        }
        return Ok(json!({
            "namespace": namespace,
            "chain": chain,
            "standards": standards,
            "count": standards.len(),
        }));
    }

    let standard_id = db::get_namespace_standard(conn, namespace).map_err(|e| e.to_string())?;
    match standard_id {
        Some(id) => {
            let mem = db::get(conn, &id).map_err(|e| e.to_string())?;
            match mem {
                Some(m) => {
                    // Task 1.8: surface metadata.governance (or default policy).
                    let gov = GovernancePolicy::from_metadata(&m.metadata)
                        .map(Result::unwrap_or_default)
                        .unwrap_or_default();
                    Ok(json!({
                        "namespace": namespace,
                        "standard_id": id,
                        "title": m.title,
                        "content": m.content,
                        "priority": m.priority,
                        "governance": gov,
                    }))
                }
                None => Ok(
                    json!({"namespace": namespace, "standard_id": id, "warning": "standard memory not found — may have been deleted"}),
                ),
            }
        }
        None => Ok(json!({"namespace": namespace, "standard_id": null})),
    }
}

/// Task 1.8 — extract metadata.governance from a serialized memory value,
/// resolving to the default policy when missing or invalid. Used by the
/// `--inherit` get-standard path and tool responses.
fn extract_governance(mem_val: &Value) -> Value {
    let default = serde_json::to_value(GovernancePolicy::default()).unwrap_or(Value::Null);
    let Some(meta) = mem_val.get("metadata") else {
        return default;
    };
    match GovernancePolicy::from_metadata(meta) {
        Some(Ok(p)) => serde_json::to_value(&p).unwrap_or(default),
        _ => default,
    }
}

pub(crate) fn handle_namespace_clear_standard(
    conn: &rusqlite::Connection,
    params: &Value,
) -> Result<Value, String> {
    let namespace = params["namespace"]
        .as_str()
        .ok_or("namespace is required")?;
    validate::validate_namespace(namespace).map_err(|e| e.to_string())?;
    let cleared = db::clear_namespace_standard(conn, namespace).map_err(|e| e.to_string())?;
    Ok(json!({"cleared": cleared, "namespace": namespace}))
}

/// Look up the namespace standard and return it as a serialized Memory, or None.
fn lookup_namespace_standard(conn: &rusqlite::Connection, namespace: &str) -> Option<Value> {
    let standard_id = db::get_namespace_standard(conn, namespace).ok()??;
    let mem = db::get(conn, &standard_id).ok()??;
    serde_json::to_value(&mem).ok()
}

/// Auto-register namespace parent chain from the filesystem path.
/// Walks from cwd up to home dir, checks if each directory name has a namespace
/// standard set, and registers the parent chain.
///
/// Example: cwd = /home/user/monorepo/frontend
///   → checks "frontend" (cwd), "monorepo" (parent), stops at home dir
///   → if "monorepo" has a standard, sets `parent_namespace` of "frontend" to "monorepo"
#[allow(dead_code)]
fn auto_register_path_hierarchy(conn: &rusqlite::Connection, namespace: &str) {
    // Only run if this namespace doesn't already have an explicit parent
    if db::get_namespace_parent(conn, namespace).is_some() {
        return;
    }
    let Ok(cwd) = std::env::current_dir() else {
        return;
    };
    let home = dirs::home_dir().unwrap_or_default();
    // Walk up from parent of cwd (cwd itself IS the namespace)
    let mut current = cwd.parent().map(std::path::Path::to_path_buf);
    while let Some(dir) = current {
        // Stop at or above home directory
        if dir == home || !dir.starts_with(&home) {
            break;
        }
        if let Some(dir_name) = dir.file_name().and_then(|n| n.to_str()) {
            // Check if this directory name has a namespace standard
            if db::get_namespace_standard(conn, dir_name)
                .ok()
                .flatten()
                .is_some()
            {
                // Found a parent with a standard — register it
                let now = chrono::Utc::now().to_rfc3339();
                let _ = conn.execute(
                    "UPDATE namespace_meta SET parent_namespace = ?1, updated_at = ?2 WHERE namespace = ?3 AND parent_namespace IS NULL",
                    rusqlite::params![dir_name, now, namespace],
                );
                tracing::info!(
                    "auto-registered parent namespace: {} -> {}",
                    namespace,
                    dir_name
                );
                break;
            }
        }
        current = dir.parent().map(std::path::Path::to_path_buf);
    }
}

// ---------------------------------------------------------------------------
// Archive tool handlers
// ---------------------------------------------------------------------------

fn handle_agent_register(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    let agent_id = params["agent_id"].as_str().ok_or("agent_id is required")?;
    let agent_type = params["agent_type"]
        .as_str()
        .ok_or("agent_type is required")?;
    let capabilities: Vec<String> = params["capabilities"]
        .as_array()
        .map(|arr| {
            arr.iter()
                .filter_map(|v| v.as_str().map(String::from))
                .collect()
        })
        .unwrap_or_default();

    validate::validate_agent_id(agent_id).map_err(|e| e.to_string())?;
    validate::validate_agent_type(agent_type).map_err(|e| e.to_string())?;
    validate::validate_capabilities(&capabilities).map_err(|e| e.to_string())?;

    let id =
        db::register_agent(conn, agent_id, agent_type, &capabilities).map_err(|e| e.to_string())?;

    Ok(json!({
        "registered": true,
        "id": id,
        "agent_id": agent_id,
        "agent_type": agent_type,
        "capabilities": capabilities,
    }))
}

fn handle_agent_list(conn: &rusqlite::Connection) -> Result<Value, String> {
    let agents = db::list_agents(conn).map_err(|e| e.to_string())?;
    Ok(json!({
        "count": agents.len(),
        "agents": agents,
    }))
}

// --- v0.6.0.0 agent notify / inbox -----------------------------------------

/// Compose the canonical inbox namespace for a given `agent_id`.
///
/// Reuses the same sanitization regex that `validate_namespace` enforces
/// on writes, so any `agent_id` that passes `validate::validate_agent_id`
/// produces an acceptable namespace here.
fn messages_namespace_for(agent_id: &str) -> String {
    format!("_messages/{agent_id}")
}

pub(crate) fn handle_notify(
    conn: &rusqlite::Connection,
    params: &Value,
    resolved_ttl: &crate::config::ResolvedTtl,
    mcp_client: Option<&str>,
) -> Result<Value, String> {
    let target = params["target_agent_id"]
        .as_str()
        .ok_or("target_agent_id is required")?;
    let title = params["title"].as_str().ok_or("title is required")?;
    let payload = params["payload"].as_str().ok_or("payload is required")?;
    let priority = i32::try_from(params["priority"].as_i64().unwrap_or(5))
        .expect("i64 as i32")
        .clamp(1, 10);
    let tier_str = params["tier"].as_str().unwrap_or("mid");
    let tier = Tier::from_str(tier_str).ok_or(format!("invalid tier: {tier_str}"))?;

    validate::validate_agent_id(target).map_err(|e| e.to_string())?;
    validate::validate_title(title).map_err(|e| e.to_string())?;
    validate::validate_content(payload).map_err(|e| e.to_string())?;

    let sender = crate::identity::resolve_agent_id(None, mcp_client).map_err(|e| e.to_string())?;
    let namespace = messages_namespace_for(target);

    let now = chrono::Utc::now();
    let expires_at = resolved_ttl
        .ttl_for_tier(&tier)
        .map(|s| (now + chrono::Duration::seconds(s)).to_rfc3339());

    let metadata = json!({
        "agent_id": sender.clone(),
        "recipient_agent_id": target,
        "message_kind": "notify",
    });

    let mem = Memory {
        id: uuid::Uuid::new_v4().to_string(),
        tier,
        namespace: namespace.clone(),
        title: title.to_string(),
        content: payload.to_string(),
        tags: vec!["_message".to_string()],
        priority,
        confidence: 1.0,
        source: "notify".to_string(),
        access_count: 0,
        created_at: now.to_rfc3339(),
        updated_at: now.to_rfc3339(),
        last_accessed_at: None,
        expires_at,
        metadata,
    };
    let actual_id = db::insert(conn, &mem).map_err(|e| e.to_string())?;

    Ok(json!({
        "id": actual_id,
        "from": sender,
        "to": target,
        "namespace": namespace,
        "tier": mem.tier,
        "delivered_at": mem.created_at,
    }))
}

pub(crate) fn handle_inbox(
    conn: &rusqlite::Connection,
    params: &Value,
    mcp_client: Option<&str>,
) -> Result<Value, String> {
    // Caller identity is the default inbox owner — agents read their own
    // inbox unless an explicit agent_id is supplied.
    let explicit = params["agent_id"].as_str();
    let owner =
        crate::identity::resolve_agent_id(explicit, mcp_client).map_err(|e| e.to_string())?;
    let unread_only = params["unread_only"].as_bool().unwrap_or(false);
    let limit = usize::try_from(params["limit"].as_u64().unwrap_or(50))
        .unwrap_or(usize::MAX)
        .min(500);
    let namespace = messages_namespace_for(&owner);
    let items = db::list(
        conn,
        Some(&namespace),
        None,
        limit,
        0,
        None,
        None,
        None,
        None,
        None,
    )
    .map_err(|e| e.to_string())?;
    let filtered: Vec<&Memory> = items
        .iter()
        .filter(|m| !unread_only || m.access_count == 0)
        .collect();
    let messages: Vec<Value> = filtered
        .iter()
        .map(|m| {
            let sender = m
                .metadata
                .get("agent_id")
                .and_then(|v| v.as_str())
                .unwrap_or("");
            json!({
                "id": m.id,
                "from": sender,
                "title": m.title,
                "payload": m.content,
                "priority": m.priority,
                "tier": m.tier,
                "created_at": m.created_at,
                "read": m.access_count > 0,
                "access_count": m.access_count,
            })
        })
        .collect();
    Ok(json!({
        "agent_id": owner,
        "namespace": namespace,
        "count": messages.len(),
        "unread_only": unread_only,
        "messages": messages,
    }))
}

// --- v0.6.0.0 webhook subscriptions ---------------------------------------

pub(crate) fn handle_subscribe(
    conn: &rusqlite::Connection,
    params: &Value,
    mcp_client: Option<&str>,
) -> Result<Value, String> {
    let url = params["url"].as_str().ok_or("url is required")?;
    let events = params["events"].as_str().unwrap_or("*");
    let secret = params["secret"].as_str();
    let namespace_filter = params["namespace_filter"].as_str();
    let agent_filter = params["agent_filter"].as_str();
    let created_by =
        crate::identity::resolve_agent_id(None, mcp_client).map_err(|e| e.to_string())?;

    // P5 (G9): optional structured per-event-type opt-in. Callers pass
    // `event_types: ["memory_store", "memory_link_created"]` to scope a
    // subscription to a narrow event subset. When omitted, the legacy
    // `events` (comma-separated / `*`) field governs — preserves
    // backward compatibility for pre-P5 subscribers.
    let event_types: Option<Vec<String>> = params["event_types"].as_array().map(|arr| {
        arr.iter()
            .filter_map(|v| v.as_str().map(str::to_string))
            .collect()
    });

    // Require the caller to be a registered agent (#301 item 4).
    // MCP stdio is single-tenant per process, but the same tool set is
    // exposed on the HTTP daemon where a caller might not be attested.
    // Registration in `_agents` is cheap (single memory_agent_register
    // call) and provides an audit trail; refusing unregistered
    // subscribers closes the "any MCP client owns the webhook fleet"
    // hole flagged by the v0.6.0 security review.
    let registered = crate::db::list_agents(conn)
        .map_err(|e| e.to_string())?
        .into_iter()
        .any(|a| a.agent_id == created_by);
    if !registered {
        return Err(format!(
            "agent {created_by:?} is not registered; call memory_agent_register before memory_subscribe"
        ));
    }

    crate::subscriptions::validate_url(url).map_err(|e| e.to_string())?;

    let id = crate::subscriptions::insert(
        conn,
        &crate::subscriptions::NewSubscription {
            url,
            events,
            secret,
            namespace_filter,
            agent_filter,
            created_by: Some(&created_by),
            event_types: event_types.as_deref(),
        },
    )
    .map_err(|e| e.to_string())?;

    let mut response = json!({
        "id": id,
        "url": url,
        "events": events,
        "namespace_filter": namespace_filter,
        "agent_filter": agent_filter,
        "created_by": created_by,
    });
    if let Some(et) = &event_types {
        response["event_types"] = json!(et);
    }
    Ok(response)
}

pub(crate) fn handle_unsubscribe(
    conn: &rusqlite::Connection,
    params: &Value,
) -> Result<Value, String> {
    let id = params["id"].as_str().ok_or("id is required")?;
    let removed = crate::subscriptions::delete(conn, id).map_err(|e| e.to_string())?;
    Ok(json!({"id": id, "removed": removed}))
}

pub(crate) fn handle_list_subscriptions(conn: &rusqlite::Connection) -> Result<Value, String> {
    let subs = crate::subscriptions::list(conn).map_err(|e| e.to_string())?;
    Ok(json!({"count": subs.len(), "subscriptions": subs}))
}

fn handle_pending_list(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    let status = params["status"].as_str();
    let limit = usize::try_from(params["limit"].as_u64().unwrap_or(100))
        .unwrap_or(usize::MAX)
        .min(1000);
    let items = db::list_pending_actions(conn, status, limit).map_err(|e| e.to_string())?;
    Ok(json!({"count": items.len(), "pending": items}))
}

fn handle_pending_approve(
    conn: &rusqlite::Connection,
    params: &Value,
    mcp_client: Option<&str>,
) -> Result<Value, String> {
    use crate::db::ApproveOutcome;
    let id = params["id"].as_str().ok_or("id is required")?;
    validate::validate_id(id).map_err(|e| e.to_string())?;
    let agent_id = crate::identity::resolve_agent_id(params["agent_id"].as_str(), mcp_client)
        .map_err(|e| e.to_string())?;
    match db::approve_with_approver_type(conn, id, &agent_id).map_err(|e| e.to_string())? {
        ApproveOutcome::Approved => {
            // Task 1.10: auto-execute the queued action on final approval.
            let executed = db::execute_pending_action(conn, id).map_err(|e| e.to_string())?;
            Ok(json!({
                "approved": true,
                "id": id,
                "decided_by": agent_id,
                "executed": true,
                "memory_id": executed,
            }))
        }
        ApproveOutcome::Pending { votes, quorum } => Ok(json!({
            "approved": false,
            "status": "pending",
            "id": id,
            "votes": votes,
            "quorum": quorum,
            "reason": "consensus threshold not yet reached",
        })),
        ApproveOutcome::Rejected(reason) => Err(format!("approve rejected: {reason}")),
    }
}

fn handle_pending_reject(
    conn: &rusqlite::Connection,
    params: &Value,
    mcp_client: Option<&str>,
) -> Result<Value, String> {
    let id = params["id"].as_str().ok_or("id is required")?;
    validate::validate_id(id).map_err(|e| e.to_string())?;
    let agent_id = crate::identity::resolve_agent_id(params["agent_id"].as_str(), mcp_client)
        .map_err(|e| e.to_string())?;
    let transitioned =
        db::decide_pending_action(conn, id, false, &agent_id).map_err(|e| e.to_string())?;
    if !transitioned {
        return Err(format!("pending action not found or already decided: {id}"));
    }
    Ok(json!({"rejected": true, "id": id, "decided_by": agent_id}))
}

fn handle_archive_list(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    let namespace = params["namespace"].as_str();
    let limit = usize::try_from(params["limit"].as_u64().unwrap_or(50)).unwrap_or(usize::MAX);
    let offset = usize::try_from(params["offset"].as_u64().unwrap_or(0)).unwrap_or(usize::MAX);
    let items =
        db::list_archived(conn, namespace, limit.min(1000), offset).map_err(|e| e.to_string())?;
    Ok(json!({"archived": items, "count": items.len()}))
}

fn handle_archive_restore(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    let id = params["id"].as_str().ok_or("id is required")?;
    crate::validate::validate_id(id).map_err(|e| e.to_string())?;
    let restored = db::restore_archived(conn, id).map_err(|e| e.to_string())?;
    if !restored {
        return Err("not found in archive".into());
    }
    Ok(json!({"restored": true, "id": id}))
}

fn handle_archive_purge(conn: &rusqlite::Connection, params: &Value) -> Result<Value, String> {
    let older_than_days = params["older_than_days"].as_i64();
    let purged = db::purge_archive(conn, older_than_days).map_err(|e| e.to_string())?;
    Ok(json!({"purged": purged}))
}

fn handle_archive_stats(conn: &rusqlite::Connection) -> Result<Value, String> {
    db::archive_stats(conn).map_err(|e| e.to_string())
}

fn handle_gc(conn: &rusqlite::Connection, params: &Value, archive: bool) -> Result<Value, String> {
    let dry_run = params["dry_run"].as_bool().unwrap_or(false);
    if dry_run {
        // Just count expired without deleting
        let now = chrono::Utc::now().to_rfc3339();
        let count: usize = conn
            .query_row(
                "SELECT COUNT(*) FROM memories WHERE expires_at IS NOT NULL AND expires_at < ?1",
                rusqlite::params![now],
                |r| r.get(0),
            )
            .unwrap_or(0);
        return Ok(json!({"collected": count, "dry_run": true}));
    }
    let count = db::gc(conn, archive).map_err(|e| e.to_string())?;
    Ok(json!({"collected": count, "dry_run": false}))
}

pub(crate) fn handle_session_start(
    conn: &rusqlite::Connection,
    params: &Value,
    llm: Option<&OllamaClient>,
) -> Result<Value, String> {
    let namespace = params["namespace"].as_str();
    let limit = usize::try_from(params["limit"].as_u64().unwrap_or(10)).unwrap_or(usize::MAX);

    let results = db::list(
        conn,
        namespace,
        None,
        limit.min(50),
        0,
        None,
        None,
        None,
        None,
        None,
    )
    .map_err(|e| e.to_string())?;

    let memories: Vec<Value> = results
        .iter()
        .map(|mem| {
            let mut val = serde_json::to_value(mem).unwrap_or_default();
            if let Some(obj) = val.as_object_mut() {
                obj.insert("score".to_string(), json!(0.0));
            }
            val
        })
        .collect();

    let mut response = json!({
        "memories": memories,
        "count": memories.len(),
        "mode": "session_start",
    });

    if let Some(llm_client) = llm
        && !results.is_empty()
    {
        let pairs: Vec<(String, String)> = results
            .iter()
            .map(|m| (m.title.clone(), m.content.clone()))
            .collect();
        match llm_client.summarize_memories(&pairs) {
            Ok(summary) => {
                response["summary"] = json!(summary);
            }
            Err(e) => {
                tracing::warn!("session_start LLM summary failed: {}", e);
            }
        }
    }

    // Auto-register parent chain from filesystem path — disabled by default
    // to prevent filesystem structure leakage into the memory database.
    // Uncomment or gate behind a config flag if desired.

    // Auto-prepend namespace standard (after LLM summary, separate field)
    inject_namespace_standard(conn, namespace, &mut response);

    Ok(response)
}

#[allow(clippy::too_many_arguments)]
#[allow(clippy::too_many_lines)]
#[allow(clippy::too_many_arguments)]
fn handle_request(
    conn: &rusqlite::Connection,
    db_path: &Path,
    req: &RpcRequest,
    embedder: Option<&Embedder>,
    llm: Option<&OllamaClient>,
    reranker: Option<&CrossEncoder>,
    tier_config: &TierConfig,
    vector_index: Option<&VectorIndex>,
    resolved_ttl: &crate::config::ResolvedTtl,
    resolved_scoring: &crate::config::ResolvedScoring,
    archive_on_gc: bool,
    autonomous_hooks: bool,
    mcp_client: Option<&str>,
    profile: &crate::profile::Profile,
    mcp_config: Option<&crate::config::McpConfig>,
) -> RpcResponse {
    let id = req.id.clone().unwrap_or(Value::Null);

    // Validate JSON-RPC 2.0 version
    if req.jsonrpc != "2.0" {
        return err_response(
            id,
            -32600,
            "invalid JSON-RPC version (must be \"2.0\")".into(),
        );
    }

    match req.method.as_str() {
        "initialize" => ok_response(
            id,
            json!({
                "protocolVersion": "2024-11-05",
                "capabilities": { "tools": {}, "prompts": {} },
                "serverInfo": {
                    "name": "ai-memory",
                    "version": env!("CARGO_PKG_VERSION")
                }
            }),
        ),
        "notifications/initialized" | "ping" => ok_response(id, json!({})),
        "tools/list" => ok_response(id, tool_definitions_for_profile(profile)),
        "prompts/list" => ok_response(id, prompt_definitions()),
        "prompts/get" => {
            let prompt_name = match req.params["name"].as_str() {
                Some(name) if !name.is_empty() => name,
                _ => return err_response(id, -32602, "missing or empty prompt name".into()),
            };
            match prompt_content(prompt_name, &req.params) {
                Ok(val) => ok_response(id, val),
                Err(e) => err_response(id, -32602, e),
            }
        }
        "tools/call" => {
            let tool_name = match req.params["name"].as_str() {
                Some(name) if !name.is_empty() => name,
                _ => return err_response(id, -32602, "missing or empty tool name".into()),
            };

            // v0.6.4-002 (RFC S28) — reject calls to tools that are not
            // loaded under the active profile. The error message names
            // the profile that would load the tool, so a confused agent
            // can self-correct via `--profile <hint>` or use
            // `memory_capabilities --include-schema family=<f>` to opt in
            // at runtime (Track C, v0.6.4-006).
            if !profile.loads(tool_name) {
                let owning_family = crate::profile::Family::for_tool(tool_name);
                let hint = match owning_family {
                    Some(f) => format!(
                        "tool '{tool_name}' is in family '{}' which is not loaded under \
                         the active profile. Restart with `--profile <name>` or \
                         `--profile core,{}` to load it, or call `memory_capabilities \
                         --include-schema family={}` to expand at runtime.",
                        f.name(),
                        f.name(),
                        f.name()
                    ),
                    None => format!(
                        "tool '{tool_name}' is not registered in this build. Call \
                         `memory_capabilities` to see available tools."
                    ),
                };
                return err_response(id, -32601, hint);
            }

            // Pillar 3 / Stream E — emit a structured tracing span around
            // every MCP tool dispatch so production observability can
            // attribute latency per tool. The span carries the tool name
            // and JSON-RPC id; outcome and elapsed wall time are emitted
            // as a child event after dispatch returns.
            let span = tracing::info_span!(
                "mcp_tool_call",
                tool = tool_name,
                rpc_id = ?id,
            );
            let _enter = span.enter();
            let started = Instant::now();

            let empty_obj = json!({});
            let arguments = if req.params["arguments"].is_object() {
                &req.params["arguments"]
            } else {
                &empty_obj
            };

            let result = match tool_name {
                "memory_store" => handle_store(
                    conn,
                    db_path,
                    arguments,
                    embedder,
                    llm,
                    vector_index,
                    resolved_ttl,
                    autonomous_hooks,
                    mcp_client,
                ),
                "memory_recall" => handle_recall(
                    conn,
                    arguments,
                    embedder,
                    vector_index,
                    reranker,
                    archive_on_gc,
                    resolved_ttl,
                    resolved_scoring,
                ),
                "memory_search" => handle_search(conn, arguments),
                "memory_list" => handle_list(conn, arguments),
                "memory_get_taxonomy" => handle_get_taxonomy(conn, arguments),
                "memory_check_duplicate" => handle_check_duplicate(conn, arguments, embedder),
                "memory_entity_register" => handle_entity_register(conn, arguments, mcp_client),
                "memory_entity_get_by_alias" => handle_entity_get_by_alias(conn, arguments),
                "memory_kg_timeline" => handle_kg_timeline(conn, arguments),
                "memory_kg_invalidate" => handle_kg_invalidate(conn, arguments),
                "memory_kg_query" => handle_kg_query(conn, arguments),
                "memory_delete" => {
                    handle_delete(conn, db_path, arguments, vector_index, mcp_client)
                }
                "memory_promote" => handle_promote(conn, db_path, arguments, mcp_client),
                "memory_pending_list" => handle_pending_list(conn, arguments),
                "memory_pending_approve" => handle_pending_approve(conn, arguments, mcp_client),
                "memory_pending_reject" => handle_pending_reject(conn, arguments, mcp_client),
                "memory_forget" => handle_forget(conn, arguments, archive_on_gc),
                "memory_stats" => handle_stats(conn, db_path),
                "memory_update" => handle_update(conn, arguments, embedder, vector_index),
                "memory_get" => handle_get(conn, arguments),
                "memory_link" => handle_link(conn, db_path, arguments),
                "memory_get_links" => handle_get_links(conn, arguments),
                "memory_consolidate" => handle_consolidate(
                    conn,
                    db_path,
                    arguments,
                    llm,
                    embedder,
                    vector_index,
                    mcp_client,
                ),
                "memory_capabilities" => {
                    // v0.6.4-006 — runtime expansion via family enumeration.
                    // When `family` is set, route to the family-listing path
                    // and short-circuit the global capabilities document.
                    if let Some(fam_name) = arguments.get("family").and_then(Value::as_str) {
                        let include_schema = arguments
                            .get("include_schema")
                            .and_then(Value::as_bool)
                            .unwrap_or(false);
                        // v0.6.4-008 — agent_id resolution for the
                        // allowlist gate. Caller's explicit
                        // `arguments.agent_id` wins; otherwise fall
                        // back to the MCP `clientInfo.name` captured
                        // at initialize time.
                        let aid = arguments
                            .get("agent_id")
                            .and_then(Value::as_str)
                            .or(mcp_client);
                        handle_capabilities_family(
                            fam_name,
                            include_schema,
                            profile,
                            mcp_config,
                            aid,
                            Some(conn),
                        )
                    } else {
                        // P1 honesty patch: optional `accept` argument lets MCP
                        // clients opt into the legacy v1 shape, mirroring the
                        // HTTP `Accept-Capabilities` header.
                        let accept = arguments
                            .get("accept")
                            .and_then(Value::as_str)
                            .map_or(CapabilitiesAccept::V2, CapabilitiesAccept::parse);
                        // v0.6.4-006 — when no family is requested, augment
                        // the v2 response with a top-level `families` field
                        // describing the family taxonomy and which families
                        // the active profile loads. Backward-compat: v1
                        // shape never gets the families overlay.
                        let result = handle_capabilities_with_conn(
                            tier_config,
                            reranker,
                            embedder.is_some(),
                            Some(conn),
                            accept,
                        );
                        result.map(|mut value| {
                            if matches!(accept, CapabilitiesAccept::V2) {
                                if let Some(obj) = value.as_object_mut() {
                                    obj.insert("families".to_string(), families_overview(profile));
                                }
                            }
                            value
                        })
                    }
                }
                "memory_expand_query" => handle_expand_query(llm, arguments),
                "memory_auto_tag" => handle_auto_tag(conn, llm, arguments),
                "memory_detect_contradiction" => handle_detect_contradiction(conn, llm, arguments),
                "memory_archive_list" => handle_archive_list(conn, arguments),
                "memory_archive_restore" => handle_archive_restore(conn, arguments),
                "memory_archive_purge" => handle_archive_purge(conn, arguments),
                "memory_archive_stats" => handle_archive_stats(conn),
                "memory_gc" => handle_gc(conn, arguments, archive_on_gc),
                "memory_session_start" => handle_session_start(conn, arguments, llm),
                "memory_namespace_set_standard" => handle_namespace_set_standard(conn, arguments),
                "memory_namespace_get_standard" => handle_namespace_get_standard(conn, arguments),
                "memory_namespace_clear_standard" => {
                    handle_namespace_clear_standard(conn, arguments)
                }
                "memory_agent_register" => handle_agent_register(conn, arguments),
                "memory_agent_list" => handle_agent_list(conn),
                "memory_notify" => handle_notify(conn, arguments, resolved_ttl, mcp_client),
                "memory_inbox" => handle_inbox(conn, arguments, mcp_client),
                "memory_subscribe" => handle_subscribe(conn, arguments, mcp_client),
                "memory_unsubscribe" => handle_unsubscribe(conn, arguments),
                "memory_list_subscriptions" => handle_list_subscriptions(conn),
                // Ultrareview #349: unknown tool is a JSON-RPC 2.0
                // "method not found" condition — return -32601, not
                // an ok_response with `isError: true`. Clients that
                // switch on error code can then misroute / retry
                // correctly. We surface the tool name in `data` so
                // clients can log it without parsing the message.
                unknown => {
                    return err_response(id, -32601, format!("unknown tool: {unknown}"));
                }
            };

            // Outcome + elapsed reported under the `mcp_tool_call` span so
            // exporters can chart per-tool p95/p99 against PERFORMANCE.md
            // budgets without needing per-handler instrumentation.
            let elapsed_ms = u64::try_from(started.elapsed().as_millis()).unwrap_or(u64::MAX);
            match &result {
                Ok(_) => tracing::info!(elapsed_ms, "ok"),
                Err(err) => tracing::warn!(elapsed_ms, error = %err, "err"),
            }

            // PR-5 (issue #487): MCP-dispatch-level audit emission for
            // mutation/recall tools that the per-handler instrumentation
            // doesn't already cover. `memory_store` and `memory_delete`
            // each emit their own canonical event from inside the
            // handler so we skip them here to avoid double-counting.
            audit_emit_for_mcp_dispatch(tool_name, arguments, &result, mcp_client);

            match result {
                Ok(val) => {
                    // Check if TOON format requested for recall/search/list
                    let format_str = arguments
                        .get("format")
                        .and_then(|v| v.as_str())
                        .unwrap_or("toon_compact");
                    let text = match format_str {
                        "toon"
                            if matches!(
                                tool_name,
                                "memory_recall" | "memory_list" | "memory_session_start"
                            ) =>
                        {
                            crate::toon::memories_to_toon(&val, false)
                        }
                        "toon_compact"
                            if matches!(
                                tool_name,
                                "memory_recall" | "memory_list" | "memory_session_start"
                            ) =>
                        {
                            crate::toon::memories_to_toon(&val, true)
                        }
                        "toon" if tool_name == "memory_search" => {
                            crate::toon::search_to_toon(&val, false)
                        }
                        "toon_compact" if tool_name == "memory_search" => {
                            crate::toon::search_to_toon(&val, true)
                        }
                        _ => serde_json::to_string_pretty(&val).unwrap_or_default(),
                    };
                    ok_response(
                        id,
                        json!({
                            "content": [{
                                "type": "text",
                                "text": text
                            }]
                        }),
                    )
                }
                Err(e) => ok_response(
                    id,
                    json!({
                        "content": [{"type": "text", "text": e}],
                        "isError": true
                    }),
                ),
            }
        }
        _ => err_response(id, -32601, format!("method not found: {}", req.method)),
    }
}

/// Run the MCP server over stdio. Blocks until stdin closes.
/// Initializes components based on the requested feature tier.
///
/// `profile` (v0.6.4-001) selects the tool surface advertised through
/// `tools/list`. Today the parameter is plumbed through and recorded in
/// the boot manifest; the family-scoped registration filter that
/// actually gates which tools land in `tools/list` is wired in
/// v0.6.4-002 (#522). Until that lands, every profile shows the full
/// 43-tool surface — the resolution step still runs so the parse error
/// path is exercised (and asserted in the integration tests).
#[allow(clippy::too_many_lines)]
pub fn run_mcp_server(
    db_path: &Path,
    tier: FeatureTier,
    app_config: &AppConfig,
    profile: &crate::profile::Profile,
) -> anyhow::Result<()> {
    // Pillar 3 / Stream E — wire `tracing` for the MCP entrypoint so the
    // per-tool spans added in `handle_request` actually surface. The
    // writer is pinned to stderr because stdio JSON-RPC owns stdout;
    // emitting trace lines there would corrupt the protocol. `try_init`
    // is a no-op if a subscriber was already installed by another
    // command in the same process.
    let _ = tracing_subscriber::fmt()
        .with_env_filter(
            tracing_subscriber::EnvFilter::try_from_default_env()
                .unwrap_or_else(|_| tracing_subscriber::EnvFilter::new("ai_memory=info")),
        )
        .with_writer(std::io::stderr)
        .try_init();

    let conn = db::open(db_path)?;
    let stdin = io::stdin();
    let mut stdout = io::stdout();

    let mut tier_config = tier.config();
    eprintln!("ai-memory: requested tier = {}", tier.as_str());
    // v0.6.4-001 — log resolved profile so an operator inspecting MCP
    // boot stderr can immediately see which tool surface is active.
    // Family-scoped filtering of tools/list arrives in v0.6.4-002.
    let family_names: Vec<&'static str> = profile.families().iter().map(|f| f.name()).collect();
    eprintln!(
        "ai-memory: profile = {} families ({}); expected tool count = {}",
        profile.families().len(),
        family_names.join(", "),
        profile.expected_tool_count()
    );

    // Apply config.toml overrides — tiers gate features, models are independently configurable
    // Only override if the tier actually uses an LLM (smart/autonomous)
    if tier_config.llm_model.is_some()
        && let Some(ref llm_override) = app_config.llm_model
    {
        match llm_override.as_str() {
            "gemma4:e2b" => {
                tier_config.llm_model = Some(crate::config::LlmModel::Gemma4E2B);
                eprintln!("ai-memory: llm_model override from config: gemma4:e2b");
            }
            "gemma4:e4b" => {
                tier_config.llm_model = Some(crate::config::LlmModel::Gemma4E4B);
                eprintln!("ai-memory: llm_model override from config: gemma4:e4b");
            }
            other => eprintln!("ai-memory: unknown llm_model '{other}', using tier default"),
        }
    }

    // Apply embedding model override from config.toml
    if tier_config.embedding_model.is_some()
        && let Some(ref emb_override) = app_config.embedding_model
    {
        match emb_override.as_str() {
            "mini_lm_l6_v2" => {
                tier_config.embedding_model = Some(crate::config::EmbeddingModel::MiniLmL6V2);
                eprintln!("ai-memory: embedding_model override from config: mini_lm_l6_v2 (local)");
            }
            "nomic_embed_v15" => {
                tier_config.embedding_model = Some(crate::config::EmbeddingModel::NomicEmbedV15);
                eprintln!(
                    "ai-memory: embedding_model override from config: nomic_embed_v15 (Ollama)"
                );
            }
            other => {
                eprintln!("ai-memory: unknown embedding_model '{other}', using tier default");
            }
        }
    }

    // --- Initialize LLM (smart tier and above) — before embedder so Ollama
    //     client can be shared with nomic embedder ---
    let llm: Option<Arc<OllamaClient>> = if let Some(ref llm_model) = tier_config.llm_model {
        let model_id = llm_model.ollama_model_id();
        eprintln!(
            "ai-memory: connecting to Ollama for {} ...",
            llm_model.display_name()
        );
        let ollama_url = app_config.effective_ollama_url();
        match OllamaClient::new_with_url(ollama_url, model_id) {
            Ok(client) => {
                eprintln!("ai-memory: Ollama connected, ensuring model {model_id} is available...");
                if let Err(e) = client.ensure_model() {
                    eprintln!("ai-memory: model pull failed: {e} (LLM features disabled)");
                    None
                } else {
                    eprintln!("ai-memory: LLM ready ({})", llm_model.display_name());
                    Some(Arc::new(client))
                }
            }
            Err(e) => {
                eprintln!("ai-memory: Ollama not available: {e} (LLM features disabled)");
                None
            }
        }
    } else {
        None
    };

    // --- Initialize embedder (semantic tier and above) ---
    // Use a separate embed client if embed_url is configured differently from ollama_url
    let embed_client: Option<Arc<OllamaClient>> = {
        let embed_url = app_config.effective_embed_url();
        let ollama_url = app_config.effective_ollama_url();
        if embed_url == ollama_url {
            llm.clone()
        } else {
            // Separate embed URL configured — create a dedicated client for embeddings
            eprintln!("ai-memory: using separate embed URL: {embed_url}");
            match OllamaClient::new_with_url(embed_url, "nomic-embed-text") {
                Ok(client) => Some(Arc::new(client)),
                Err(e) => {
                    eprintln!("ai-memory: embed client failed: {e}, falling back to LLM client");
                    llm.clone()
                }
            }
        }
    };
    let embedder = if let Some(ref emb_model) = tier_config.embedding_model {
        match Embedder::for_model(*emb_model, embed_client) {
            Ok(emb) => {
                eprintln!("ai-memory: embedder loaded ({})", emb.model_description());
                // Backfill embeddings for memories that don't have them
                match db::get_unembedded_ids(&conn) {
                    Ok(unembedded) if !unembedded.is_empty() => {
                        eprintln!("ai-memory: backfilling {} memories...", unembedded.len());
                        let mut ok = 0usize;
                        for (id, title, content) in &unembedded {
                            let text = format!("{title} {content}");
                            match emb.embed(&text) {
                                Ok(embedding) => {
                                    if db::set_embedding(&conn, id, &embedding).is_ok() {
                                        ok += 1;
                                    }
                                }
                                Err(e) => {
                                    eprintln!(
                                        "ai-memory: embed failed for {}: {}",
                                        &id[..8.min(id.len())],
                                        e
                                    );
                                }
                            }
                        }
                        eprintln!("ai-memory: backfilled {}/{}", ok, unembedded.len());
                    }
                    _ => {}
                }
                Some(emb)
            }
            Err(e) => {
                eprintln!("ai-memory: embedder failed: {e}");
                None
            }
        }
    } else {
        None
    };

    // --- Build HNSW vector index (semantic tier and above) ---
    let vector_index = if embedder.is_some() {
        match db::get_all_embeddings(&conn) {
            Ok(entries) if !entries.is_empty() => {
                eprintln!(
                    "ai-memory: building HNSW index ({} vectors)...",
                    entries.len()
                );
                let idx = VectorIndex::build(entries);
                eprintln!("ai-memory: HNSW index ready ({} entries)", idx.len());
                Some(idx)
            }
            _ => {
                eprintln!("ai-memory: no embeddings for HNSW index, using linear scan");
                Some(VectorIndex::empty())
            }
        }
    } else {
        None
    };

    // --- Initialize cross-encoder reranker (autonomous tier) ---
    let reranker = if tier_config.cross_encoder {
        eprintln!("ai-memory: loading neural cross-encoder (ms-marco-MiniLM-L-6-v2)...");
        let ce = CrossEncoder::new_neural();
        if ce.is_neural() {
            eprintln!("ai-memory: neural cross-encoder ready");
        } else {
            eprintln!("ai-memory: using lexical cross-encoder fallback");
        }
        Some(ce)
    } else {
        None
    };

    // Report effective tier
    let effective_tier = if llm.is_some() && embedder.is_some() && reranker.is_some() {
        "autonomous"
    } else if llm.is_some() && embedder.is_some() {
        "smart"
    } else if embedder.is_some() {
        "semantic"
    } else {
        "keyword"
    };
    eprintln!("ai-memory MCP server started (stdio, tier={effective_tier})");

    // Captured from the MCP `initialize` handshake's `clientInfo.name`.
    // Used by `crate::identity` to synthesize an `ai:<client>@<host>:pid-<pid>`
    // agent_id when the caller doesn't supply one explicitly.
    let mut mcp_client_name: Option<String> = None;

    for line in stdin.lock().lines() {
        let line = line?;
        if line.trim().is_empty() {
            continue;
        }

        let req: RpcRequest = match serde_json::from_str(&line) {
            Ok(r) => r,
            Err(e) => {
                let resp = err_response(Value::Null, -32700, format!("parse error: {e}"));
                let out = serde_json::to_string(&resp)?;
                writeln!(stdout, "{out}")?;
                stdout.flush()?;
                continue;
            }
        };

        // Capture clientInfo.name on initialize (even if id is Null / notification-style).
        if req.method == "initialize"
            && let Some(name) = req.params["clientInfo"]["name"].as_str()
            && !name.is_empty()
        {
            mcp_client_name = Some(name.to_string());
        }

        // Notifications have no id — no response expected per JSON-RPC spec
        if req.id.is_none() || req.id == Some(Value::Null) {
            continue;
        }

        let resolved_ttl = app_config.effective_ttl();
        let resolved_scoring = app_config.effective_scoring();
        let archive_on_gc = app_config.effective_archive_on_gc();
        let autonomous_hooks = app_config.effective_autonomous_hooks();
        let resp = handle_request(
            &conn,
            db_path,
            &req,
            embedder.as_ref(),
            llm.as_deref(),
            reranker.as_ref(),
            &tier_config,
            vector_index.as_ref(),
            &resolved_ttl,
            &resolved_scoring,
            archive_on_gc,
            autonomous_hooks,
            mcp_client_name.as_deref(),
            profile,
            app_config.mcp.as_ref(),
        );
        let out = serde_json::to_string(&resp)?;
        writeln!(stdout, "{out}")?;
        stdout.flush()?;
    }

    let _ = db::checkpoint(&conn);
    eprintln!("ai-memory MCP server stopped");
    Ok(())
}

#[cfg(test)]
mod tests {
    use super::*;
    use serde_json::json;

    #[test]
    fn tool_definitions_returns_43_tools() {
        // v0.6.3 adds memory_get_taxonomy (Pillar 1 / Stream A),
        // memory_check_duplicate (Pillar 2 / Stream D),
        // memory_entity_register + memory_entity_get_by_alias
        // (Pillar 2 / Stream B), and memory_kg_timeline +
        // memory_kg_invalidate + memory_kg_query (Pillar 2 / Stream C)
        // on top of the 36-tool v0.6.0.0 surface.
        let defs = tool_definitions();
        let tools = defs["tools"].as_array().unwrap();
        assert_eq!(tools.len(), 43);
    }

    /// v0.6.4-002 acceptance gate (RFC §S25/S26): `--profile core`
    /// registers exactly 5 family tools + 1 always-on bootstrap
    /// (memory_capabilities) = 6 visible tools. `--profile full`
    /// registers all 43.
    #[test]
    fn tool_definitions_for_profile_core_registers_5_plus_capabilities() {
        let defs = tool_definitions_for_profile(&crate::profile::Profile::core());
        let tools = defs["tools"].as_array().unwrap();
        let names: Vec<&str> = tools.iter().filter_map(|t| t["name"].as_str()).collect();
        // Exactly the 5 core tools + memory_capabilities bootstrap.
        assert_eq!(
            tools.len(),
            6,
            "core profile should register 5 core tools + memory_capabilities; got {names:?}"
        );
        for required in [
            "memory_store",
            "memory_recall",
            "memory_list",
            "memory_get",
            "memory_search",
            "memory_capabilities",
        ] {
            assert!(
                names.contains(&required),
                "core profile missing {required}; got {names:?}"
            );
        }
        // None of the non-core tools should leak through.
        for excluded in [
            "memory_kg_query",
            "memory_consolidate",
            "memory_archive_list",
            "memory_subscribe",
            "memory_promote",
        ] {
            assert!(
                !names.contains(&excluded),
                "core profile leaked {excluded}; got {names:?}"
            );
        }
    }

    #[test]
    fn tool_definitions_for_profile_full_registers_43() {
        let defs = tool_definitions_for_profile(&crate::profile::Profile::full());
        let tools = defs["tools"].as_array().unwrap();
        assert_eq!(
            tools.len(),
            43,
            "full profile must reproduce v0.6.3 surface 1:1"
        );
    }

    #[test]
    fn tool_definitions_for_profile_graph_registers_thirteen_plus_capabilities() {
        let defs = tool_definitions_for_profile(&crate::profile::Profile::graph());
        let tools = defs["tools"].as_array().unwrap();
        // 5 core + 8 graph + 1 always-on capabilities = 14 (capabilities
        // is in meta but loaded as bootstrap; without it we'd have 13).
        assert_eq!(
            tools.len(),
            14,
            "graph profile = core(5) + graph(8) + capabilities-bootstrap(1)"
        );
    }

    /// RFC §S30: custom comma-list `core,graph` registers union.
    #[test]
    fn tool_definitions_for_profile_custom_core_comma_graph_registers_union() {
        let p = crate::profile::Profile::parse("core,graph").unwrap();
        let defs = tool_definitions_for_profile(&p);
        let tools = defs["tools"].as_array().unwrap();
        assert_eq!(tools.len(), 14, "core,graph = 5 + 8 + capabilities");
    }

    // ---- v0.6.4-006 — capabilities family enum + include_schema ----

    #[test]
    fn families_overview_lists_all_eight_with_correct_loaded_flags() {
        let p = crate::profile::Profile::core();
        let v = families_overview(&p);
        let families = v["families"].as_array().unwrap();
        assert_eq!(families.len(), 8, "all eight families must appear");

        let core_row = families.iter().find(|r| r["name"] == "core").unwrap();
        assert_eq!(core_row["loaded"], true);
        assert_eq!(core_row["tool_count"], 5);
        let graph_row = families.iter().find(|r| r["name"] == "graph").unwrap();
        assert_eq!(graph_row["loaded"], false);
        assert_eq!(graph_row["tool_count"], 8);

        let always_on = v["always_on"].as_array().unwrap();
        assert_eq!(always_on.len(), 1);
        assert_eq!(always_on[0], "memory_capabilities");
    }

    #[test]
    fn handle_capabilities_family_lists_tool_names() {
        let p = crate::profile::Profile::core();
        let v = handle_capabilities_family("graph", false, &p, None, None, None).unwrap();
        assert_eq!(v["family"], "graph");
        assert_eq!(v["loaded_under_active_profile"], false);
        let tools = v["tools"].as_array().unwrap();
        assert_eq!(tools.len(), 8);
        // Spot-check known graph tool present.
        assert!(tools.iter().any(|t| t == "memory_kg_query"));
    }

    #[test]
    fn handle_capabilities_family_include_schema_returns_full_definitions() {
        let p = crate::profile::Profile::core();
        let v = handle_capabilities_family("graph", true, &p, None, None, None).unwrap();
        assert_eq!(v["family"], "graph");
        let tools = v["tools"].as_array().unwrap();
        assert_eq!(tools.len(), 8);
        // Each row must carry the full MCP tool definition shape.
        for tool in tools {
            assert!(tool.get("name").is_some(), "missing name");
            assert!(tool.get("description").is_some(), "missing description");
            assert!(tool.get("inputSchema").is_some(), "missing inputSchema");
        }
    }

    #[test]
    fn handle_capabilities_family_unknown_returns_diagnostic_err() {
        let p = crate::profile::Profile::core();
        let err = handle_capabilities_family("xyz", false, &p, None, None, None).unwrap_err();
        assert!(err.contains("xyz"));
        assert!(err.contains("Valid families"));
        assert!(err.contains("core"));
        assert!(err.contains("graph"));
    }

    #[test]
    fn handle_capabilities_family_empty_name_errors() {
        let p = crate::profile::Profile::core();
        let err = handle_capabilities_family("", false, &p, None, None, None).unwrap_err();
        assert!(err.contains("must not be empty"));
    }

    #[test]
    fn tool_definitions_include_check_duplicate() {
        let defs = tool_definitions();
        let tools = defs["tools"].as_array().unwrap();
        let names: Vec<&str> = tools.iter().filter_map(|t| t["name"].as_str()).collect();
        assert!(names.contains(&"memory_check_duplicate"));
    }

    #[test]
    fn tool_definitions_include_entity_registry_tools() {
        let defs = tool_definitions();
        let tools = defs["tools"].as_array().unwrap();
        let names: Vec<&str> = tools.iter().filter_map(|t| t["name"].as_str()).collect();
        assert!(names.contains(&"memory_entity_register"));
        assert!(names.contains(&"memory_entity_get_by_alias"));
    }

    #[test]
    fn tool_definitions_include_kg_timeline() {
        let defs = tool_definitions();
        let tools = defs["tools"].as_array().unwrap();
        let names: Vec<&str> = tools.iter().filter_map(|t| t["name"].as_str()).collect();
        assert!(names.contains(&"memory_kg_timeline"));
    }

    #[test]
    fn tool_definitions_include_kg_invalidate() {
        let defs = tool_definitions();
        let tools = defs["tools"].as_array().unwrap();
        let names: Vec<&str> = tools.iter().filter_map(|t| t["name"].as_str()).collect();
        assert!(names.contains(&"memory_kg_invalidate"));
    }

    #[test]
    fn tool_definitions_include_kg_query() {
        let defs = tool_definitions();
        let tools = defs["tools"].as_array().unwrap();
        let names: Vec<&str> = tools.iter().filter_map(|t| t["name"].as_str()).collect();
        assert!(names.contains(&"memory_kg_query"));
    }

    #[test]
    fn tool_definitions_include_agent_register_and_list() {
        let defs = tool_definitions();
        let names: Vec<&str> = defs["tools"]
            .as_array()
            .unwrap()
            .iter()
            .filter_map(|t| t["name"].as_str())
            .collect();
        assert!(names.contains(&"memory_agent_register"));
        assert!(names.contains(&"memory_agent_list"));
    }

    #[test]
    fn tool_definitions_include_notify_and_inbox() {
        // v0.6.0.0 agent-to-agent messaging primitive.
        let defs = tool_definitions();
        let names: Vec<&str> = defs["tools"]
            .as_array()
            .unwrap()
            .iter()
            .filter_map(|t| t["name"].as_str())
            .collect();
        assert!(names.contains(&"memory_notify"));
        assert!(names.contains(&"memory_inbox"));
    }

    #[test]
    fn messages_namespace_is_prefixed() {
        assert_eq!(super::messages_namespace_for("alice"), "_messages/alice");
        assert_eq!(
            super::messages_namespace_for("ai:claude-opus-4.7"),
            "_messages/ai:claude-opus-4.7"
        );
    }

    #[test]
    fn tool_definitions_all_have_names() {
        let defs = tool_definitions();
        let tools = defs["tools"].as_array().unwrap();
        for tool in tools {
            assert!(tool["name"].as_str().unwrap().starts_with("memory_"));
        }
    }

    #[test]
    fn tool_definitions_recall_has_toon_default() {
        let defs = tool_definitions();
        let tools = defs["tools"].as_array().unwrap();
        let recall = tools.iter().find(|t| t["name"] == "memory_recall").unwrap();
        let format_schema = &recall["inputSchema"]["properties"]["format"];
        assert_eq!(format_schema["default"], "toon_compact");
    }

    #[test]
    fn prompt_definitions_returns_2() {
        let defs = prompt_definitions();
        let prompts = defs["prompts"].as_array().unwrap();
        assert_eq!(prompts.len(), 2);
        assert_eq!(prompts[0]["name"], "recall-first");
        assert_eq!(prompts[1]["name"], "memory-workflow");
    }

    #[test]
    fn prompt_definitions_recall_first_has_arguments() {
        let defs = prompt_definitions();
        let prompts = defs["prompts"].as_array().unwrap();
        let recall_first = &prompts[0];
        let args = recall_first["arguments"].as_array().unwrap();
        assert_eq!(args.len(), 1);
        assert_eq!(args[0]["name"], "namespace");
    }

    #[test]
    fn prompt_content_recall_first() {
        let params = json!({});
        let result = prompt_content("recall-first", &params).unwrap();
        let msgs = result["messages"].as_array().unwrap();
        assert_eq!(msgs.len(), 1);
        let text = msgs[0]["content"]["text"].as_str().unwrap();
        assert!(text.contains("RECALL FIRST"));
        assert!(text.contains("TOON"));
        assert!(text.contains("memory_recall"));
        assert!(text.contains("memory_store"));
        assert!(text.contains("DEDUP"));
    }

    #[test]
    fn prompt_content_recall_first_with_namespace() {
        let params = json!({"arguments": {"namespace": "my-project"}});
        let result = prompt_content("recall-first", &params).unwrap();
        let text = result["messages"][0]["content"]["text"].as_str().unwrap();
        assert!(text.contains("my-project"));
    }

    #[test]
    fn prompt_content_memory_workflow() {
        let params = json!({});
        let result = prompt_content("memory-workflow", &params).unwrap();
        let text = result["messages"][0]["content"]["text"].as_str().unwrap();
        assert!(text.contains("STORE"));
        assert!(text.contains("RECALL"));
        assert!(text.contains("SEARCH"));
        assert!(text.contains("CONSOLIDATE"));
        assert!(text.contains("TOON"));
    }

    #[test]
    fn prompt_content_unknown() {
        let params = json!({});
        let result = prompt_content("nonexistent", &params);
        assert!(result.is_err());
        assert!(result.unwrap_err().contains("unknown prompt"));
    }

    #[test]
    fn prompt_content_role_is_user() {
        let params = json!({});
        let result = prompt_content("recall-first", &params).unwrap();
        assert_eq!(result["messages"][0]["role"], "user");
    }

    #[test]
    fn ok_response_structure() {
        let resp = ok_response(json!(1), json!({"test": true}));
        assert_eq!(resp.jsonrpc, "2.0");
        assert_eq!(resp.id, json!(1));
        assert!(resp.result.is_some());
        assert!(resp.error.is_none());
    }

    #[test]
    fn err_response_structure() {
        let resp = err_response(json!(1), -32600, "test error".to_string());
        assert_eq!(resp.jsonrpc, "2.0");
        assert!(resp.error.is_some());
        let err = resp.error.unwrap();
        assert_eq!(err.code, -32600);
        assert_eq!(err.message, "test error");
    }

    /// Buffer-backed `MakeWriter` so `tracing` output can be asserted on
    /// without polluting test stdout/stderr or installing a global
    /// subscriber. Used by the Stream E span coverage tests below.
    #[derive(Clone)]
    struct VecWriter(std::sync::Arc<std::sync::Mutex<Vec<u8>>>);

    impl std::io::Write for VecWriter {
        fn write(&mut self, buf: &[u8]) -> std::io::Result<usize> {
            self.0.lock().unwrap().extend_from_slice(buf);
            Ok(buf.len())
        }
        fn flush(&mut self) -> std::io::Result<()> {
            Ok(())
        }
    }

    impl<'a> tracing_subscriber::fmt::MakeWriter<'a> for VecWriter {
        type Writer = VecWriter;
        fn make_writer(&'a self) -> Self::Writer {
            self.clone()
        }
    }

    fn run_with_capture<F: FnOnce()>(f: F) -> String {
        let buf = std::sync::Arc::new(std::sync::Mutex::new(Vec::<u8>::new()));
        let writer = VecWriter(buf.clone());
        let subscriber = tracing_subscriber::fmt()
            .with_writer(writer)
            .with_max_level(tracing::Level::INFO)
            .with_ansi(false)
            .finish();
        tracing::subscriber::with_default(subscriber, f);
        String::from_utf8(buf.lock().unwrap().clone()).unwrap_or_default()
    }

    fn make_tools_call(tool: &str, args: Value) -> RpcRequest {
        RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(1)),
            method: "tools/call".into(),
            params: json!({ "name": tool, "arguments": args }),
        }
    }

    /// Pillar 3 / Stream E coverage — every successful `tools/call` must
    /// emit a `mcp_tool_call` span carrying the tool name plus an `ok`
    /// event with `elapsed_ms`. This is the single point of latency
    /// instrumentation production exporters key off.
    #[test]
    fn tools_call_emits_span_with_tool_name_and_elapsed_ms() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let tier_config = FeatureTier::Keyword.config();
        let resolved_ttl = crate::config::ResolvedTtl::default();
        let resolved_scoring = crate::config::ResolvedScoring::default();
        let req = make_tools_call("memory_list", json!({"limit": 1}));

        let captured = run_with_capture(|| {
            let resp = handle_request(
                &conn,
                std::path::Path::new(":memory:"),
                &req,
                None,
                None,
                None,
                &tier_config,
                None,
                &resolved_ttl,
                &resolved_scoring,
                true,
                false,
                None,
                &crate::profile::Profile::full(),
                None,
            );
            assert!(resp.error.is_none(), "expected ok rpc response");
        });

        assert!(
            captured.contains("mcp_tool_call"),
            "missing span name in: {captured}"
        );
        assert!(
            captured.contains("memory_list"),
            "missing tool field in: {captured}"
        );
        assert!(
            captured.contains("elapsed_ms"),
            "missing elapsed_ms field in: {captured}"
        );
        assert!(
            captured.contains(" ok"),
            "missing ok outcome event in: {captured}"
        );
    }

    /// Failure path — when the underlying handler returns an `Err`, the
    /// span emits a `warn` level event with the error message so on-call
    /// dashboards can alert on per-tool error rate.
    #[test]
    fn tools_call_emits_warn_event_on_handler_error() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let tier_config = FeatureTier::Keyword.config();
        let resolved_ttl = crate::config::ResolvedTtl::default();
        let resolved_scoring = crate::config::ResolvedScoring::default();
        // memory_get with a missing/invalid id is a deterministic Err
        // path: validate_id rejects empty strings.
        let req = make_tools_call("memory_get", json!({"id": ""}));

        let captured = run_with_capture(|| {
            let resp = handle_request(
                &conn,
                std::path::Path::new(":memory:"),
                &req,
                None,
                None,
                None,
                &tier_config,
                None,
                &resolved_ttl,
                &resolved_scoring,
                true,
                false,
                None,
                &crate::profile::Profile::full(),
                None,
            );
            // Handler errs are returned as ok_response with isError=true,
            // not RpcError, by design (the JSON-RPC layer is reserved for
            // protocol-level failures).
            assert!(resp.error.is_none());
        });

        assert!(
            captured.contains("mcp_tool_call"),
            "missing span in err path: {captured}"
        );
        assert!(
            captured.contains("memory_get"),
            "missing tool field in err path: {captured}"
        );
        assert!(
            captured.contains("WARN"),
            "missing WARN level on err path: {captured}"
        );
        assert!(
            captured.contains("err"),
            "missing err outcome in: {captured}"
        );
    }
    /// Parametrized smoke matrix for all 43 MCP tools (Justice of MCP pathway).
    /// Tier 1: happy path with canonical valid args.
    /// Tier 2: required arg validation (missing required arg → error).
    #[test]
    #[allow(clippy::too_many_lines)]
    fn mcp_tools_smoke_matrix() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let tier_config = FeatureTier::Keyword.config();
        let resolved_ttl = crate::config::ResolvedTtl::default();
        let resolved_scoring = crate::config::ResolvedScoring::default();

        struct ToolCase {
            name: &'static str,
            valid_args: Value,
            required_arg: Option<&'static str>, // first required arg name for error test
        }

        let cases: &[ToolCase] = &[
            ToolCase {
                name: "memory_store",
                valid_args: json!({"title": "test", "content": "test content"}),
                required_arg: Some("title"),
            },
            ToolCase {
                name: "memory_recall",
                valid_args: json!({"context": "test"}),
                required_arg: Some("context"),
            },
            ToolCase {
                name: "memory_search",
                valid_args: json!({"query": "test"}),
                required_arg: Some("query"),
            },
            ToolCase {
                name: "memory_list",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_get_taxonomy",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_check_duplicate",
                valid_args: json!({"title": "test", "content": "test content"}),
                required_arg: Some("title"),
            },
            ToolCase {
                name: "memory_entity_register",
                valid_args: json!({"canonical_name": "Entity", "namespace": "test"}),
                required_arg: Some("canonical_name"),
            },
            ToolCase {
                name: "memory_entity_get_by_alias",
                valid_args: json!({"alias": "test"}),
                required_arg: Some("alias"),
            },
            ToolCase {
                name: "memory_kg_timeline",
                valid_args: json!({"source_id": "fake-id-for-test"}),
                required_arg: Some("source_id"),
            },
            ToolCase {
                name: "memory_kg_invalidate",
                valid_args: json!({"source_id": "s", "target_id": "t", "relation": "related_to"}),
                required_arg: Some("source_id"),
            },
            ToolCase {
                name: "memory_kg_query",
                valid_args: json!({"source_id": "fake-id-for-test"}),
                required_arg: Some("source_id"),
            },
            ToolCase {
                name: "memory_delete",
                valid_args: json!({"id": "fake-id-for-test"}),
                required_arg: Some("id"),
            },
            ToolCase {
                name: "memory_promote",
                valid_args: json!({"id": "fake-id-for-test"}),
                required_arg: Some("id"),
            },
            ToolCase {
                name: "memory_forget",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_stats",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_update",
                valid_args: json!({"id": "fake-id-for-test"}),
                required_arg: Some("id"),
            },
            ToolCase {
                name: "memory_get",
                valid_args: json!({"id": "fake-id-for-test"}),
                required_arg: Some("id"),
            },
            ToolCase {
                name: "memory_link",
                valid_args: json!({"source_id": "s", "target_id": "t"}),
                required_arg: Some("source_id"),
            },
            ToolCase {
                name: "memory_get_links",
                valid_args: json!({"id": "fake-id-for-test"}),
                required_arg: Some("id"),
            },
            ToolCase {
                name: "memory_consolidate",
                valid_args: json!({"ids": ["id1", "id2"], "title": "consolidated"}),
                required_arg: Some("ids"),
            },
            ToolCase {
                name: "memory_capabilities",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_expand_query",
                valid_args: json!({"query": "test"}),
                required_arg: Some("query"),
            },
            ToolCase {
                name: "memory_auto_tag",
                valid_args: json!({"id": "fake-id-for-test"}),
                required_arg: Some("id"),
            },
            ToolCase {
                name: "memory_detect_contradiction",
                valid_args: json!({"id_a": "a", "id_b": "b"}),
                required_arg: Some("id_a"),
            },
            ToolCase {
                name: "memory_archive_list",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_archive_restore",
                valid_args: json!({"id": "fake-id-for-test"}),
                required_arg: Some("id"),
            },
            ToolCase {
                name: "memory_archive_purge",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_archive_stats",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_gc",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_session_start",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_namespace_set_standard",
                valid_args: json!({"namespace": "test", "id": "fake-id-for-test"}),
                required_arg: Some("namespace"),
            },
            ToolCase {
                name: "memory_namespace_get_standard",
                valid_args: json!({"namespace": "test"}),
                required_arg: Some("namespace"),
            },
            ToolCase {
                name: "memory_namespace_clear_standard",
                valid_args: json!({"namespace": "test"}),
                required_arg: Some("namespace"),
            },
            ToolCase {
                name: "memory_pending_list",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_pending_approve",
                valid_args: json!({"id": "fake-id-for-test"}),
                required_arg: Some("id"),
            },
            ToolCase {
                name: "memory_pending_reject",
                valid_args: json!({"id": "fake-id-for-test"}),
                required_arg: Some("id"),
            },
            ToolCase {
                name: "memory_agent_register",
                valid_args: json!({"agent_id": "test-agent", "agent_type": "human"}),
                required_arg: Some("agent_id"),
            },
            ToolCase {
                name: "memory_agent_list",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_notify",
                valid_args: json!({"target_agent_id": "agent", "title": "msg", "payload": "body"}),
                required_arg: Some("target_agent_id"),
            },
            ToolCase {
                name: "memory_inbox",
                valid_args: json!({}),
                required_arg: None,
            },
            ToolCase {
                name: "memory_subscribe",
                valid_args: json!({"url": "https://example.com/webhook"}),
                required_arg: Some("url"),
            },
            ToolCase {
                name: "memory_unsubscribe",
                valid_args: json!({"id": "fake-id-for-test"}),
                required_arg: Some("id"),
            },
            ToolCase {
                name: "memory_list_subscriptions",
                valid_args: json!({}),
                required_arg: None,
            },
        ];

        // Tier 1: happy path tests
        for case in cases {
            let req = make_tools_call(case.name, case.valid_args.clone());
            let resp = handle_request(
                &conn,
                std::path::Path::new(":memory:"),
                &req,
                None,
                None,
                None,
                &tier_config,
                None,
                &resolved_ttl,
                &resolved_scoring,
                true,
                false,
                None,
                &crate::profile::Profile::full(),
                None,
            );
            assert!(
                resp.error.is_none(),
                "happy path failed for {}: {:?}",
                case.name,
                resp.error
            );
            assert!(
                resp.result.is_some(),
                "missing result for happy path {}: {:?}",
                case.name,
                resp
            );
        }

        // Tier 2: required arg validation
        for case in cases {
            if let Some(required_arg) = case.required_arg {
                let mut bad_args = case.valid_args.clone();
                bad_args.as_object_mut().unwrap().remove(required_arg);

                let req = make_tools_call(case.name, bad_args);
                let resp = handle_request(
                    &conn,
                    std::path::Path::new(":memory:"),
                    &req,
                    None,
                    None,
                    None,
                    &tier_config,
                    None,
                    &resolved_ttl,
                    &resolved_scoring,
                    true,
                    false,
                    None,
                    &crate::profile::Profile::full(),
                    None,
                );

                // Missing required args should produce an error response (handler returns Err)
                // which becomes an ok_response with isError=true, not a JSON-RPC error
                assert!(
                    resp.error.is_none() || resp.result.is_some(),
                    "unexpected RPC-layer error for {} (missing {}) should be handler-level Err",
                    case.name,
                    required_arg
                );
            }
        }
    }

    // =====================================================================
    // W9 / Closer M9 — mcp.rs sweep
    //
    // Targets the four areas identified in the W9 close-out: tool-handler
    // happy/error pairs (per family), JSON-RPC framing (parse / unknown
    // method / invalid params), `auto_register_path_hierarchy`, and
    // `inject_namespace_standard`. All tests append-only at end of the
    // tests module — production code is untouched.
    //
    // Inner-fn factor-out: `dispatch_line` is added below as a test-only
    // helper that mirrors the parse-and-dispatch loop in `run_mcp_server`.
    // It is `#[cfg(test)]` and lives inside the `tests` module so it
    // does NOT leak into the public surface (no production callers are
    // affected). This is the minimum needed to drive parse-error /
    // truncation / two-requests-per-line cases without spinning up the
    // real stdio loop.
    // =====================================================================

    /// Build a fully-defaulted handle_request invocation against an
    /// in-memory connection. Returns the response so individual tests
    /// can assert on `error` / `result` shape.
    fn invoke_handle_request(conn: &rusqlite::Connection, req: &RpcRequest) -> RpcResponse {
        let tier_config = FeatureTier::Keyword.config();
        let resolved_ttl = crate::config::ResolvedTtl::default();
        let resolved_scoring = crate::config::ResolvedScoring::default();
        handle_request(
            conn,
            std::path::Path::new(":memory:"),
            req,
            None,
            None,
            None,
            &tier_config,
            None,
            &resolved_ttl,
            &resolved_scoring,
            true,
            false,
            None,
            &crate::profile::Profile::full(),
            None,
        )
    }

    /// Test-only helper that mirrors the parse-then-dispatch portion of
    /// `run_mcp_server`'s stdin loop for a single line. Returns:
    /// - `Some(RpcResponse)` for any line that produces a response
    ///   (including parse errors and successful dispatches),
    /// - `None` for lines that should not produce a response (blank
    ///   lines, valid notifications without an id).
    ///
    /// This is the minimum factor-out needed to exercise the framing
    /// branches that live inside `run_mcp_server` (parse error, blank
    /// skip, notification skip) without spinning up real stdio.
    fn dispatch_line(conn: &rusqlite::Connection, line: &str) -> Option<RpcResponse> {
        if line.trim().is_empty() {
            return None;
        }
        let req: RpcRequest = match serde_json::from_str(line) {
            Ok(r) => r,
            Err(e) => {
                return Some(err_response(
                    Value::Null,
                    -32700,
                    format!("parse error: {e}"),
                ));
            }
        };
        if req.id.is_none() || req.id == Some(Value::Null) {
            return None;
        }
        Some(invoke_handle_request(conn, &req))
    }

    // ------------------------------------------------------------------
    // Tool-handler happy-path coverage (paired with error tests below).
    // The smoke matrix above already confirms every tool dispatches; the
    // tests below assert on the *shape* of the success result so a
    // handler that silently changes its return key set fails loudly.
    // ------------------------------------------------------------------

    #[test]
    fn handle_store_happy_returns_id_and_tier() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_store",
            json!({"title": "t", "content": "c", "namespace": "m9-store", "tier": "short"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["id"].is_string());
        assert_eq!(val["tier"], "short");
    }

    #[test]
    fn handle_store_error_missing_title() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_store", json!({"content": "c"}));
        let resp = invoke_handle_request(&conn, &req);
        // Handler-level errors come back as ok_response with isError=true.
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_recall_happy_returns_memories_array() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_recall",
            json!({"context": "anything", "format": "json"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["memories"].is_array());
        assert!(val["count"].is_u64());
    }

    #[test]
    fn handle_recall_budget_tokens_zero_returns_empty() {
        // Phase P6 (R1): budget_tokens=0 is now a valid request — the
        // user explicitly asked for zero context. Returns an empty
        // memories array with meta.budget_overflow=false (the user
        // didn't overflow anything, they asked for nothing). Supersedes
        // the v0.6.3 Ultrareview #348 hard-reject of 0.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_recall",
            json!({"context": "x", "budget_tokens": 0, "format": "json"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none(), "budget_tokens=0 must not error");
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["count"], 0, "budget_tokens=0 returns zero memories");
        assert_eq!(val["budget_tokens"], 0);
        assert_eq!(val["tokens_used"], 0);
        assert_eq!(val["meta"]["budget_overflow"], false);
        assert_eq!(val["meta"]["budget_tokens_used"], 0);
        assert_eq!(val["meta"]["budget_tokens_remaining"], 0);
    }

    #[test]
    fn handle_search_happy_returns_results_array() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_search",
            json!({"query": "needle", "format": "json"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["results"].is_array());
        assert!(val["count"].is_u64());
    }

    #[test]
    fn handle_search_error_missing_query() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_search", json!({}));
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_get_happy_returns_memory() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        // Insert a memory directly to know the id.
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Mid,
            namespace: "m9-get".into(),
            title: "t".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call("memory_get", json!({"id": id}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["title"], "t");
        assert_eq!(val["namespace"], "m9-get");
        assert!(val["links"].is_array());
    }

    #[test]
    fn handle_get_error_unknown_id() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_get",
            json!({"id": "00000000-0000-0000-0000-000000000000"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
        assert!(
            result["content"][0]["text"]
                .as_str()
                .unwrap()
                .contains("not found")
        );
    }

    #[test]
    fn handle_list_happy_returns_memories_array() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_list", json!({"format": "json"}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["memories"].is_array());
    }

    #[test]
    fn handle_list_error_invalid_agent_id() {
        // Invalid agent_id (contains a space) is rejected upstream.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_list", json!({"agent_id": "has space"}));
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_delete_happy_removes_existing_memory() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Mid,
            namespace: "m9-del".into(),
            title: "t".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call("memory_delete", json!({"id": id}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["deleted"], true);
    }

    #[test]
    fn handle_delete_error_empty_id() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_delete", json!({"id": ""}));
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_link_happy_returns_linked_true() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mut ids = Vec::new();
        for tag in ["a", "b"] {
            let mem = Memory {
                id: uuid::Uuid::new_v4().to_string(),
                tier: Tier::Mid,
                namespace: "m9-link".into(),
                title: tag.into(),
                content: "c".into(),
                tags: vec![],
                priority: 5,
                confidence: 1.0,
                source: "test".into(),
                access_count: 0,
                created_at: chrono::Utc::now().to_rfc3339(),
                updated_at: chrono::Utc::now().to_rfc3339(),
                last_accessed_at: None,
                expires_at: None,
                metadata: json!({}),
            };
            ids.push(db::insert(&conn, &mem).unwrap());
        }
        let req = make_tools_call(
            "memory_link",
            json!({"source_id": ids[0], "target_id": ids[1], "relation": "related_to"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["linked"], true);
    }

    #[test]
    fn handle_link_error_missing_target_id() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_link", json!({"source_id": "x"}));
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_promote_error_unknown_id() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_promote",
            json!({"id": "00000000-0000-0000-0000-000000000000"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_consolidate_error_missing_summary_keyword_tier() {
        // Keyword tier has no LLM, so `summary` is required.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_consolidate",
            json!({"ids": ["a", "b"], "title": "t"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
        let msg = result["content"][0]["text"].as_str().unwrap();
        assert!(msg.contains("summary"));
    }

    #[test]
    fn handle_capabilities_happy_returns_tier_struct() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_capabilities", json!({}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["tier"].is_string());
        assert!(val["features"].is_object());
    }

    /// v0.6.3.1 (capabilities schema v2 — P1 honesty patch).
    /// Every new top-level block is present with the expected shape.
    /// Dropped fields (`rule_summary`, `by_event`, `subscribers`,
    /// `default_timeout_seconds`) must be absent from v2 output.
    #[test]
    fn mcp_capabilities_v2_schema_includes_all_blocks() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_capabilities", json!({}));
        let resp = invoke_handle_request(&conn, &req);
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();

        assert_eq!(val["schema_version"], "2", "schema_version bumped to 2");

        // permissions block — `mode` flipped from "ask" to "advisory"
        // (P1 honesty patch: no enforcement gate exists pre-P4).
        assert!(val["permissions"].is_object(), "permissions block present");
        assert_eq!(val["permissions"]["mode"], "advisory");
        assert!(val["permissions"]["active_rules"].is_number());
        assert!(
            val["permissions"].get("rule_summary").is_none(),
            "v2 drops rule_summary (no per-rule serializer)"
        );
        // v0.6.3.1 (P4, audit G1): inheritance posture must be reported
        // as "enforced" so consumers can distinguish a fixed deployment
        // from a pre-fix one (which historically returned "display_only").
        assert_eq!(val["permissions"]["inheritance"], "enforced");

        // hooks block — `by_event` dropped (no event registry).
        assert!(val["hooks"].is_object(), "hooks block present");
        assert!(val["hooks"]["registered_count"].is_number());
        assert!(
            val["hooks"].get("by_event").is_none(),
            "v2 drops hooks.by_event (no event registry)"
        );

        // compaction block — planned-feature shape (P1 honesty patch).
        assert!(val["compaction"].is_object(), "compaction block present");
        assert_eq!(val["compaction"]["planned"], true);
        assert_eq!(val["compaction"]["enabled"], false);
        assert_eq!(val["compaction"]["version"], "v0.8+");
        assert!(val["compaction"].get("interval_minutes").is_none());
        assert!(val["compaction"].get("last_run_at").is_none());
        assert!(val["compaction"].get("last_run_stats").is_none());

        // approval block — `subscribers` and `default_timeout_seconds`
        // dropped (no subscription API, no sweeper).
        assert!(val["approval"].is_object(), "approval block present");
        assert!(val["approval"]["pending_requests"].is_number());
        assert!(
            val["approval"].get("subscribers").is_none(),
            "v2 drops approval.subscribers (no subscription API)"
        );
        assert!(
            val["approval"].get("default_timeout_seconds").is_none(),
            "v2 drops approval.default_timeout_seconds (no sweeper)"
        );

        // transcripts block — planned-feature shape (P1 honesty patch).
        assert!(val["transcripts"].is_object(), "transcripts block present");
        assert_eq!(val["transcripts"]["planned"], true);
        assert_eq!(val["transcripts"]["enabled"], false);
        assert_eq!(val["transcripts"]["version"], "v0.7+");

        // memory_reflection: planned-feature object (was bool in v1).
        assert_eq!(val["features"]["memory_reflection"]["planned"], true);
        assert_eq!(val["features"]["memory_reflection"]["enabled"], false);

        // Live runtime overlays: keyword-tier daemon with no embedder
        // and no reranker → disabled / off.
        assert_eq!(val["features"]["recall_mode_active"], "disabled");
        assert_eq!(val["features"]["reranker_active"], "off");
    }

    /// v0.6.3.1 (P1 honesty patch). Default v2 response keeps the legacy
    /// top-level keys (`tier`, `version`, `features`, `models`) so old
    /// path-readers don't break, even though `memory_reflection` was
    /// reshaped into an object.
    #[test]
    fn mcp_capabilities_v2_backwards_compatible() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_capabilities", json!({}));
        let resp = invoke_handle_request(&conn, &req);
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();

        // v1 top-level keys preserved at the same paths
        assert!(val["tier"].is_string(), "v1: tier preserved");
        assert!(val["version"].is_string(), "v1: version preserved");
        assert!(val["features"].is_object(), "v1: features preserved");
        assert!(val["models"].is_object(), "v1: models preserved");

        // Well-known v1 sub-fields still resolve.
        assert!(val["features"]["keyword_search"].is_boolean());
        assert!(val["features"]["semantic_search"].is_boolean());
        assert!(val["features"]["embedder_loaded"].is_boolean());
        assert!(val["models"]["embedding"].is_string());
        assert!(val["models"]["llm"].is_string());
        assert!(val["models"]["cross_encoder"].is_string());
    }

    /// P1 honesty patch: explicit `accept = "v1"` returns the legacy
    /// shape (no `schema_version`, `memory_reflection` is a bool, no
    /// v2-only blocks).
    #[test]
    fn mcp_capabilities_accept_v1_returns_legacy_shape() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_capabilities", json!({"accept": "v1"}));
        let resp = invoke_handle_request(&conn, &req);
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();

        // v1 has no schema_version
        assert!(val.get("schema_version").is_none());
        // v2-only blocks are absent
        assert!(val.get("permissions").is_none());
        assert!(val.get("hooks").is_none());
        assert!(val.get("compaction").is_none());
        assert!(val.get("approval").is_none());
        assert!(val.get("transcripts").is_none());
        // v1 features.memory_reflection is a bool (not the v2 object)
        assert!(val["features"]["memory_reflection"].is_boolean());
        // v1 features carry no recall_mode_active / reranker_active
        assert!(val["features"].get("recall_mode_active").is_none());
        assert!(val["features"].get("reranker_active").is_none());
    }

    /// v0.6.3 (capabilities schema v2). `approval.pending_requests`
    /// reflects the live `pending_actions` count — the one block that is
    /// already wired through to a real subsystem instead of zero-state.
    #[test]
    fn mcp_capabilities_pending_requests_reflects_db() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        // Insert a pending action by hand (the queue path is exercised
        // elsewhere; here we only need the count to bump).
        let payload = serde_json::json!({"foo": "bar"}).to_string();
        conn.execute(
            "INSERT INTO pending_actions (id, action_type, memory_id, namespace,
                payload, requested_by, requested_at, status)
             VALUES ('p-1', 'store', NULL, 'global', ?1, 'agent-1',
                '2026-04-27T00:00:00Z', 'pending')",
            rusqlite::params![payload],
        )
        .unwrap();

        let req = make_tools_call("memory_capabilities", json!({}));
        let resp = invoke_handle_request(&conn, &req);
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();

        assert_eq!(
            val["approval"]["pending_requests"], 1,
            "pending_actions(status=pending) count surfaces live"
        );
    }

    #[test]
    fn handle_subscribe_error_unregistered_agent() {
        // memory_subscribe refuses unregistered callers (#301 item 4).
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_subscribe",
            json!({"url": "https://example.com/hook"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
        let msg = result["content"][0]["text"].as_str().unwrap();
        assert!(msg.contains("not registered"));
    }

    // ------------------------------------------------------------------
    // JSON-RPC framing — drives `dispatch_line` and `handle_request`.
    // ------------------------------------------------------------------

    #[test]
    fn test_jsonrpc_handles_well_formed_request() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let line = r#"{"jsonrpc":"2.0","id":1,"method":"tools/list"}"#;
        let resp = dispatch_line(&conn, line).expect("expected response");
        assert!(resp.error.is_none());
        let result = resp.result.unwrap();
        assert!(result["tools"].is_array());
    }

    #[test]
    fn test_jsonrpc_handles_malformed_json() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        // Garbage on a single line.
        let resp = dispatch_line(&conn, "this is not json at all").expect("expected response");
        let err = resp.error.unwrap();
        assert_eq!(err.code, -32700);
        assert!(err.message.contains("parse error"));
        // Spec: id MUST be Null for parse errors.
        assert_eq!(resp.id, Value::Null);
    }

    #[test]
    fn test_jsonrpc_handles_truncated_request() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        // Incomplete JSON object — serde_json must reject.
        let resp = dispatch_line(&conn, r#"{"jsonrpc":"2.0","id":1,"method":"#)
            .expect("expected response");
        let err = resp.error.unwrap();
        assert_eq!(err.code, -32700);
    }

    #[test]
    fn test_jsonrpc_handles_two_requests_per_line() {
        // The MCP framing is line-delimited JSON: one request per line.
        // If a peer accidentally pastes two JSON objects on one line
        // (`{...}{...}`), serde_json::from_str must reject as parse
        // error rather than silently process the first.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let line = r#"{"jsonrpc":"2.0","id":1,"method":"tools/list"} {"jsonrpc":"2.0","id":2,"method":"tools/list"}"#;
        let resp = dispatch_line(&conn, line).expect("expected response");
        let err = resp.error.unwrap();
        assert_eq!(err.code, -32700);
    }

    #[test]
    fn test_jsonrpc_handles_blank_line() {
        // Blank lines are skipped (no response).
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        assert!(dispatch_line(&conn, "").is_none());
        assert!(dispatch_line(&conn, "   \t  ").is_none());
    }

    #[test]
    fn test_jsonrpc_handles_notification_no_response() {
        // Requests without an `id` are JSON-RPC notifications — no
        // response should be emitted per spec.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let line = r#"{"jsonrpc":"2.0","method":"notifications/initialized"}"#;
        assert!(dispatch_line(&conn, line).is_none());
        // Explicit id:null is also a notification.
        let line_null = r#"{"jsonrpc":"2.0","id":null,"method":"notifications/initialized"}"#;
        assert!(dispatch_line(&conn, line_null).is_none());
    }

    #[test]
    fn test_jsonrpc_handles_method_not_found() {
        // Unknown JSON-RPC method must return -32601.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(7)),
            method: "no/such/method".into(),
            params: json!({}),
        };
        let resp = invoke_handle_request(&conn, &req);
        let err = resp.error.unwrap();
        assert_eq!(err.code, -32601);
        assert!(err.message.contains("method not found"));
    }

    #[test]
    fn test_jsonrpc_handles_invalid_params() {
        // tools/call with a missing tool name must surface -32602.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(8)),
            method: "tools/call".into(),
            params: json!({"arguments": {}}),
        };
        let resp = invoke_handle_request(&conn, &req);
        let err = resp.error.unwrap();
        assert_eq!(err.code, -32602);
    }

    #[test]
    fn test_jsonrpc_handles_unknown_tool_returns_minus_32601() {
        // Ultrareview #349: unknown tool = method-not-found, not isError.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_does_not_exist", json!({}));
        let resp = invoke_handle_request(&conn, &req);
        let err = resp.error.unwrap();
        assert_eq!(err.code, -32601);
        assert!(err.message.contains("memory_does_not_exist"));
    }

    #[test]
    fn test_jsonrpc_rejects_wrong_version() {
        // jsonrpc field must be exactly "2.0" — anything else = -32600.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "1.0".into(),
            id: Some(json!(1)),
            method: "tools/list".into(),
            params: json!({}),
        };
        let resp = invoke_handle_request(&conn, &req);
        let err = resp.error.unwrap();
        assert_eq!(err.code, -32600);
    }

    #[test]
    fn test_jsonrpc_handles_initialize() {
        // Initialize handshake returns serverInfo + protocolVersion.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(1)),
            method: "initialize".into(),
            params: json!({"clientInfo": {"name": "test-client"}}),
        };
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let result = resp.result.unwrap();
        assert_eq!(result["protocolVersion"], "2024-11-05");
        assert_eq!(result["serverInfo"]["name"], "ai-memory");
    }

    // ------------------------------------------------------------------
    // auto_register_path_hierarchy — exercises the bail-out branches.
    //
    // The function only mutates rows whose `parent_namespace IS NULL`,
    // walking from `cwd().parent()` up to the home directory. The
    // working directory in `cargo test` is the crate root, which
    // typically lives under `home`, so the walk runs but finds no
    // matching parent (no namespace_meta row for any ancestor dir
    // name). Tests below cover: (1) no-op when an explicit parent is
    // already set, (2) no-op when the namespace has no row, (3) safe
    // call with an empty-string namespace, (4) idempotency.
    // ------------------------------------------------------------------

    #[test]
    fn test_auto_register_creates_top_level_namespace() {
        // With no namespace_meta row at all, the walk finds nothing
        // and the table stays empty (silent no-op, never panics).
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        super::auto_register_path_hierarchy(&conn, "m9-top");
        let count: i64 = conn
            .query_row("SELECT COUNT(*) FROM namespace_meta", [], |r| r.get(0))
            .unwrap();
        assert_eq!(count, 0);
    }

    #[test]
    fn test_auto_register_creates_nested_hierarchy() {
        // Pre-seed a row for "repo/team/sub" with parent NULL. The walk
        // looks for any ancestor *directory name* that has a standard;
        // since none of the test-runner's cwd ancestors will collide
        // with synthetic namespace names, the row's parent stays NULL.
        // The contract tested is: function tolerates nested-form inputs
        // without panicking and never overwrites a row whose parent is
        // already set.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        // Insert a synthetic standard for "m9-parent" so the walk *could*
        // match if cwd happened to be inside a "m9-parent" dir; in
        // practice it won't, so the row's parent stays NULL.
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "m9-parent".into(),
            title: "parent standard".into(),
            content: "...".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let std_id = db::insert(&conn, &mem).unwrap();
        db::set_namespace_standard(&conn, "m9-parent", &std_id, None).unwrap();
        // Seed a child row with parent NULL.
        let child_mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "repo/team/sub".into(),
            title: "child".into(),
            content: "...".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let child_id = db::insert(&conn, &child_mem).unwrap();
        db::set_namespace_standard(&conn, "repo/team/sub", &child_id, None).unwrap();
        // Run the walk — must not panic, must not corrupt rows.
        super::auto_register_path_hierarchy(&conn, "repo/team/sub");
        // The seeded standard is still readable.
        let id = db::get_namespace_standard(&conn, "repo/team/sub")
            .unwrap()
            .unwrap();
        assert_eq!(id, child_id);
    }

    #[test]
    fn test_auto_register_idempotent() {
        // Calling twice must not corrupt state — even when no match is
        // found, the second call observes the same DB.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        super::auto_register_path_hierarchy(&conn, "m9-idem");
        super::auto_register_path_hierarchy(&conn, "m9-idem");
        let count: i64 = conn
            .query_row("SELECT COUNT(*) FROM namespace_meta", [], |r| r.get(0))
            .unwrap();
        assert_eq!(count, 0);
    }

    #[test]
    fn test_auto_register_handles_empty_string_or_root() {
        // Empty / root-y inputs must not panic. The walk is a pure
        // observer when the namespace_meta row is absent.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        super::auto_register_path_hierarchy(&conn, "");
        super::auto_register_path_hierarchy(&conn, "/");
        super::auto_register_path_hierarchy(&conn, "*");
        // Still no rows, no crash.
        let count: i64 = conn
            .query_row("SELECT COUNT(*) FROM namespace_meta", [], |r| r.get(0))
            .unwrap();
        assert_eq!(count, 0);
    }

    #[test]
    fn test_auto_register_skips_when_explicit_parent_set() {
        // Early-return path: if `get_namespace_parent` already returns
        // Some, the walk is skipped entirely. We verify by calling the
        // function and asserting that the explicit parent is preserved.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        // Seed two memories so we can register parent and child.
        let parent_mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "m9-explicit-parent".into(),
            title: "p".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let parent_id = db::insert(&conn, &parent_mem).unwrap();
        db::set_namespace_standard(&conn, "m9-explicit-parent", &parent_id, None).unwrap();

        let child_mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "m9-explicit-child".into(),
            title: "c".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let child_id = db::insert(&conn, &child_mem).unwrap();
        db::set_namespace_standard(
            &conn,
            "m9-explicit-child",
            &child_id,
            Some("m9-explicit-parent"),
        )
        .unwrap();

        // Pre-condition: parent is set.
        assert_eq!(
            db::get_namespace_parent(&conn, "m9-explicit-child"),
            Some("m9-explicit-parent".to_string())
        );
        super::auto_register_path_hierarchy(&conn, "m9-explicit-child");
        // Post-condition: parent unchanged.
        assert_eq!(
            db::get_namespace_parent(&conn, "m9-explicit-child"),
            Some("m9-explicit-parent".to_string())
        );
    }

    // ------------------------------------------------------------------
    // inject_namespace_standard — coverage for the four shape branches.
    // ------------------------------------------------------------------

    fn make_recall_response(memories: Vec<Value>) -> Value {
        let count = memories.len();
        json!({
            "memories": memories,
            "count": count,
            "mode": "keyword",
        })
    }

    fn seed_namespace_standard(
        conn: &rusqlite::Connection,
        namespace: &str,
        title: &str,
    ) -> String {
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: namespace.into(),
            title: title.into(),
            content: "policy text".into(),
            tags: vec!["_standard".into()],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(conn, &mem).unwrap();
        db::set_namespace_standard(conn, namespace, &id, None).unwrap();
        id
    }

    #[test]
    fn test_inject_namespace_standard_attaches_when_present() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let std_id = seed_namespace_standard(&conn, "m9-inject-attach", "S");
        let mut resp = make_recall_response(vec![]);
        super::inject_namespace_standard(&conn, Some("m9-inject-attach"), &mut resp);
        assert!(resp["standard"].is_object(), "expected attached standard");
        assert_eq!(resp["standard"]["id"].as_str().unwrap(), std_id);
    }

    #[test]
    fn test_inject_namespace_standard_skips_when_absent() {
        // No standard set anywhere → response is unchanged (no
        // `standard` / `standards` field added).
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mut resp = make_recall_response(vec![]);
        let before = resp.clone();
        super::inject_namespace_standard(&conn, Some("m9-inject-empty"), &mut resp);
        assert_eq!(resp, before);
        assert!(resp.get("standard").is_none());
        assert!(resp.get("standards").is_none());
    }

    #[test]
    fn test_inject_namespace_standard_top_of_recall_response() {
        // The standard's own memory must be filtered OUT of the
        // `memories` array so the client doesn't see the policy
        // duplicated as a result + as the `standard` field.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let std_id = seed_namespace_standard(&conn, "m9-inject-dedup", "S");
        // Pretend recall returned the standard as one of its hits.
        let dup = json!({"id": std_id, "title": "S", "content": "policy text"});
        let other = json!({"id": "other-id", "title": "noise", "content": "x"});
        let mut resp = make_recall_response(vec![dup.clone(), other.clone()]);
        super::inject_namespace_standard(&conn, Some("m9-inject-dedup"), &mut resp);
        assert_eq!(resp["standard"]["id"].as_str().unwrap(), std_id);
        let memories = resp["memories"].as_array().unwrap();
        assert_eq!(memories.len(), 1);
        assert_eq!(memories[0]["id"], "other-id");
        assert_eq!(resp["count"], 1);
    }

    #[test]
    fn test_inject_namespace_standard_preserves_other_response_fields() {
        // Mode / count / unrelated fields must survive injection.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        seed_namespace_standard(&conn, "m9-inject-preserve", "S");
        let mut resp = json!({
            "memories": [],
            "count": 0,
            "mode": "hybrid",
            "diagnostics": {"latency_ms": 42},
        });
        super::inject_namespace_standard(&conn, Some("m9-inject-preserve"), &mut resp);
        assert_eq!(resp["mode"], "hybrid");
        assert_eq!(resp["diagnostics"]["latency_ms"], 42);
        assert!(resp["standard"].is_object());
    }

    #[test]
    fn test_inject_namespace_standard_no_namespace_uses_global() {
        // When `namespace` is None, only the global "*" standard is
        // consulted. We seed "*" and assert it's attached.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        seed_namespace_standard(&conn, "*", "global standard");
        let mut resp = make_recall_response(vec![]);
        super::inject_namespace_standard(&conn, None, &mut resp);
        assert_eq!(resp["standard"]["title"], "global standard");
    }

    #[test]
    fn test_inject_namespace_standard_multiple_levels_emits_array() {
        // When more than one standard applies (global + namespace),
        // the response gets a `standards` array, not a single
        // `standard` object.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        seed_namespace_standard(&conn, "*", "GLOBAL");
        seed_namespace_standard(&conn, "m9-multi", "LOCAL");
        let mut resp = make_recall_response(vec![]);
        super::inject_namespace_standard(&conn, Some("m9-multi"), &mut resp);
        assert!(resp["standards"].is_array());
        let arr = resp["standards"].as_array().unwrap();
        assert_eq!(arr.len(), 2);
        // Order: global ("*") first, then namespace-specific.
        assert_eq!(arr[0]["title"], "GLOBAL");
        assert_eq!(arr[1]["title"], "LOCAL");
        assert!(resp.get("standard").is_none());
    }

    // =====================================================================
    // W12 / Closer W12-A — mcp.rs deeper sweep
    //
    // M9 covered the first 40 tests. W12-A targets the residual ~750
    // uncovered lines with focus on:
    //   1) Less-common tool handlers (archive_*, kg_*, agent_*, notify,
    //      inbox, namespace_*, pending_*, gc, session_start)
    //   2) Per-handler error branches not hit by the smoke matrix's "drop
    //      one required arg" pass — invalid argument shape, validation
    //      failures, "not found" lookups
    //   3) JSON-RPC framing edge cases beyond M9's six (nested method
    //      strings, unicode, empty params, prompts/list, prompts/get
    //      errors, ping)
    //   4) Helper-fn coverage holes — `inject_namespace_standard` shape
    //      branches, `auto_register_path_hierarchy` walk variants
    //
    // All tests use the test-only `invoke_handle_request` helper from
    // M9 to avoid repeating the 13-arg call site.
    // =====================================================================

    // ------------------------------------------------------------------
    // Less-common tool handlers — happy paths
    // ------------------------------------------------------------------

    #[test]
    fn handle_archive_list_returns_empty_when_no_archived() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_archive_list", json!({}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["count"], 0);
        assert!(val["archived"].is_array());
    }

    #[test]
    fn handle_archive_list_with_namespace_filter() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_archive_list",
            json!({"namespace": "w12-archive", "limit": 5, "offset": 0}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_archive_restore_unknown_id_returns_error() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_archive_restore",
            json!({"id": "00000000-0000-0000-0000-000000000000"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
        let msg = result["content"][0]["text"].as_str().unwrap();
        assert!(msg.contains("archive") || msg.contains("not found"));
    }

    #[test]
    fn handle_archive_purge_with_older_than_zero() {
        // older_than_days=0 → purges all entries; on an empty DB this is
        // a no-op that still hits the success branch.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_archive_purge", json!({"older_than_days": 0}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["purged"].is_u64() || val["purged"].is_i64());
    }

    #[test]
    fn handle_archive_stats_returns_struct() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_archive_stats", json!({}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        // Stats fields vary; just confirm the response is an object/value.
        assert!(val.is_object() || val.is_number() || val.is_array());
    }

    #[test]
    fn handle_kg_timeline_unknown_source_returns_empty_events() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_kg_timeline",
            json!({"source_id": "00000000-0000-0000-0000-000000000000"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["events"].is_array());
        assert_eq!(val["count"], 0);
    }

    #[test]
    fn handle_kg_timeline_with_since_until_filters() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_kg_timeline",
            json!({
                "source_id": "00000000-0000-0000-0000-000000000000",
                "since": "2024-01-01T00:00:00Z",
                "until": "2025-01-01T00:00:00Z",
                "limit": 50,
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_kg_timeline_invalid_since_returns_error() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_kg_timeline",
            json!({
                "source_id": "00000000-0000-0000-0000-000000000000",
                "since": "this-is-not-a-timestamp",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_kg_invalidate_no_match_returns_found_false() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_kg_invalidate",
            json!({
                "source_id": "00000000-0000-0000-0000-000000000000",
                "target_id": "11111111-1111-1111-1111-111111111111",
                "relation": "related_to",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["found"], false);
    }

    #[test]
    fn handle_kg_invalidate_with_explicit_valid_until() {
        // Seed source + target memories and a link, then invalidate with
        // an explicit timestamp — drives the Some(ts) validation branch
        // and the Some(res) match arm.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let src = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-kg".into(),
            title: "src".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let mut tgt = src.clone();
        tgt.id = uuid::Uuid::new_v4().to_string();
        tgt.title = "tgt".into();
        let src_id = db::insert(&conn, &src).unwrap();
        let tgt_id = db::insert(&conn, &tgt).unwrap();
        db::create_link(&conn, &src_id, &tgt_id, "related_to").unwrap();

        let req = make_tools_call(
            "memory_kg_invalidate",
            json!({
                "source_id": src_id,
                "target_id": tgt_id,
                "relation": "related_to",
                "valid_until": "2025-01-01T00:00:00Z",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["found"], true);
        assert_eq!(val["valid_until"], "2025-01-01T00:00:00Z");
    }

    #[test]
    fn handle_kg_invalidate_invalid_valid_until_format() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_kg_invalidate",
            json!({
                "source_id": "00000000-0000-0000-0000-000000000000",
                "target_id": "11111111-1111-1111-1111-111111111111",
                "relation": "related_to",
                "valid_until": "not-a-date",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_kg_query_with_max_depth_and_filters() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_kg_query",
            json!({
                "source_id": "00000000-0000-0000-0000-000000000000",
                "max_depth": 2,
                "valid_at": "2025-01-01T00:00:00Z",
                "allowed_agents": ["agent-a", "agent-b"],
                "limit": 10,
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["max_depth"], 2);
        assert!(val["memories"].is_array());
    }

    #[test]
    fn handle_kg_query_invalid_valid_at() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_kg_query",
            json!({
                "source_id": "00000000-0000-0000-0000-000000000000",
                "valid_at": "garbage",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_kg_query_rejects_invalid_agent_id() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_kg_query",
            json!({
                "source_id": "00000000-0000-0000-0000-000000000000",
                "allowed_agents": ["bad agent with spaces!!"],
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_session_start_happy_returns_memories() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        // Seed a memory so list returns at least one row.
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-session".into(),
            title: "seed".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        db::insert(&conn, &mem).unwrap();
        let req = make_tools_call(
            "memory_session_start",
            json!({"namespace": "w12-session", "limit": 5, "format": "json"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["mode"], "session_start");
        assert!(val["memories"].is_array());
    }

    #[test]
    fn handle_session_start_empty_namespace_returns_zero() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_session_start",
            json!({"namespace": "w12-empty-ns", "format": "json"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["count"], 0);
    }

    #[test]
    fn handle_inbox_returns_empty_for_unregistered_caller() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_inbox", json!({"agent_id": "test-bot"}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["agent_id"], "test-bot");
        assert!(val["namespace"].as_str().unwrap().starts_with("_messages/"));
        assert_eq!(val["count"], 0);
    }

    #[test]
    fn handle_inbox_with_unread_only_filter() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_inbox",
            json!({"agent_id": "test-bot", "unread_only": true, "limit": 10}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["unread_only"], true);
    }

    #[test]
    fn handle_notify_happy_returns_message_id() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_notify",
            json!({
                "target_agent_id": "alice",
                "title": "hello",
                "payload": "world",
                "tier": "mid",
                "priority": 5,
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["id"].is_string());
        assert_eq!(val["to"], "alice");
        assert_eq!(val["namespace"], "_messages/alice");
    }

    #[test]
    fn handle_notify_invalid_tier_returns_error() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_notify",
            json!({
                "target_agent_id": "bob",
                "title": "hi",
                "payload": "p",
                "tier": "bogus-tier",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
        let msg = result["content"][0]["text"].as_str().unwrap();
        assert!(msg.contains("invalid tier"));
    }

    #[test]
    fn handle_agent_register_then_list() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        // Register — `agent_type` must match the closed set or `ai:<name>`.
        let req = make_tools_call(
            "memory_agent_register",
            json!({
                "agent_id": "w12-bot",
                "agent_type": "ai:w12-bot",
                "capabilities": ["read", "write"],
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["registered"], true);
        // List
        let req2 = make_tools_call("memory_agent_list", json!({}));
        let resp2 = invoke_handle_request(&conn, &req2);
        assert!(resp2.error.is_none());
        let text2 = resp2.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val2: Value = serde_json::from_str(&text2).unwrap();
        assert!(val2["count"].as_u64().unwrap() >= 1);
    }

    #[test]
    fn handle_agent_register_invalid_type_rejects() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_agent_register",
            json!({"agent_id": "w12-bot2", "agent_type": "  not-allowed-type with spaces  "}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_namespace_set_get_clear_round_trip() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        // Seed a memory we can use as the standard
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-ns".into(),
            title: "policy".into(),
            content: "be excellent".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let std_id = db::insert(&conn, &mem).unwrap();

        // Set
        let set_req = make_tools_call(
            "memory_namespace_set_standard",
            json!({"namespace": "w12-ns", "id": std_id.clone()}),
        );
        let set_resp = invoke_handle_request(&conn, &set_req);
        assert!(set_resp.error.is_none());
        let set_text = set_resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let set_val: Value = serde_json::from_str(&set_text).unwrap();
        assert_eq!(set_val["set"], true);

        // Get
        let get_req = make_tools_call(
            "memory_namespace_get_standard",
            json!({"namespace": "w12-ns"}),
        );
        let get_resp = invoke_handle_request(&conn, &get_req);
        assert!(get_resp.error.is_none());
        let get_text = get_resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let get_val: Value = serde_json::from_str(&get_text).unwrap();
        assert_eq!(get_val["standard_id"], std_id);

        // Clear
        let clr_req = make_tools_call(
            "memory_namespace_clear_standard",
            json!({"namespace": "w12-ns"}),
        );
        let clr_resp = invoke_handle_request(&conn, &clr_req);
        assert!(clr_resp.error.is_none());
        let clr_text = clr_resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let clr_val: Value = serde_json::from_str(&clr_text).unwrap();
        assert_eq!(clr_val["cleared"], true);
    }

    #[test]
    fn handle_namespace_get_standard_missing_returns_null() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_namespace_get_standard",
            json!({"namespace": "w12-no-standard-here"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["standard_id"].is_null());
    }

    #[test]
    fn handle_namespace_get_standard_inherit_returns_chain() {
        // Seed two standards: one global "*" and one for "w12-inh", and
        // request --inherit so the resolved chain branch fires.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        seed_namespace_standard(&conn, "*", "global rule");
        seed_namespace_standard(&conn, "w12-inh", "specific rule");
        let req = make_tools_call(
            "memory_namespace_get_standard",
            json!({"namespace": "w12-inh", "inherit": true}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["chain"].is_array());
        assert!(val["standards"].is_array());
        assert!(val["count"].as_u64().unwrap() >= 1);
    }

    #[test]
    fn handle_namespace_set_standard_with_invalid_governance_rejected() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-gov".into(),
            title: "p".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call(
            "memory_namespace_set_standard",
            json!({
                "namespace": "w12-gov",
                "id": id,
                "governance": {"this": "is not a valid policy"},
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
        let msg = result["content"][0]["text"].as_str().unwrap();
        assert!(msg.contains("invalid governance") || msg.contains("governance"));
    }

    #[test]
    fn handle_namespace_set_standard_invalid_namespace_rejected() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_namespace_set_standard",
            json!({"namespace": "bad ns with spaces!!", "id": "any"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_pending_list_happy_returns_array() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_pending_list",
            json!({"status": "pending", "limit": 100}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["pending"].is_array());
        assert!(val["count"].is_u64());
    }

    #[test]
    fn handle_pending_approve_unknown_id_returns_error() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_pending_approve",
            json!({"id": "00000000-0000-0000-0000-000000000000", "agent_id": "human:approver"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        // Either isError true or a not-found / rejected response — both
        // exercise the unknown-id code path in approve_with_approver_type.
        assert!(result.is_object());
    }

    #[test]
    fn handle_pending_reject_unknown_id_returns_not_found() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_pending_reject",
            json!({"id": "00000000-0000-0000-0000-000000000000", "agent_id": "human:rejector"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
        let msg = result["content"][0]["text"].as_str().unwrap();
        assert!(msg.contains("not found") || msg.contains("already decided"));
    }

    #[test]
    fn handle_gc_dry_run_returns_count_without_deleting() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_gc", json!({"dry_run": true}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["dry_run"], true);
        assert!(val["collected"].is_u64() || val["collected"].is_i64());
    }

    #[test]
    fn handle_gc_actual_run_returns_zero_on_empty_db() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_gc", json!({}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["dry_run"], false);
    }

    #[test]
    fn handle_forget_dry_run_with_filters() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_forget",
            json!({"namespace": "w12-forget", "tier": "short", "dry_run": true}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["dry_run"], true);
    }

    #[test]
    fn handle_forget_actual_with_namespace() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_forget",
            json!({"namespace": "w12-forget-actual", "dry_run": false}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_unsubscribe_unknown_returns_false() {
        // db::subscriptions::delete returns a bool — false when no row
        // matched. The handler propagates that verbatim.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_unsubscribe",
            json!({"id": "00000000-0000-0000-0000-000000000000"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        // Either a bool false or numeric 0 — the contract is "no row removed".
        assert!(
            val["removed"] == json!(false) || val["removed"] == json!(0),
            "unexpected removed value: {:?}",
            val["removed"]
        );
    }

    #[test]
    fn handle_list_subscriptions_returns_array() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_list_subscriptions", json!({}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_entity_register_happy() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_entity_register",
            json!({
                "canonical_name": "Hugo Boss",
                "namespace": "w12-people",
                "aliases": ["HB", "Hugo"],
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["entity_id"].is_string());
        assert_eq!(val["canonical_name"], "Hugo Boss");
    }

    #[test]
    fn handle_entity_register_invalid_namespace() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_entity_register",
            json!({"canonical_name": "X", "namespace": "INVALID NS!"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_entity_get_by_alias_not_found_returns_null() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_entity_get_by_alias",
            json!({"alias": "no-such-alias", "namespace": "w12-people"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["found"], false);
    }

    #[test]
    fn handle_get_taxonomy_with_prefix_and_depth() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_get_taxonomy",
            json!({"namespace_prefix": "w12-tax", "depth": 4, "limit": 100}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["tree"].is_object() || val["tree"].is_array());
    }

    #[test]
    fn handle_get_taxonomy_strips_trailing_slash() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_get_taxonomy",
            json!({"namespace_prefix": "w12-tax/", "depth": 2}),
        );
        let resp = invoke_handle_request(&conn, &req);
        // Trailing-slash forgiveness branch: must not error.
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_get_taxonomy_invalid_prefix_after_strip() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_get_taxonomy",
            json!({"namespace_prefix": "BAD NS!"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_check_duplicate_no_embedder_errors() {
        // Without embedder, check_duplicate must error (it requires
        // semantic tier or above).
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_check_duplicate",
            json!({"title": "T", "content": "C"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
        let msg = result["content"][0]["text"].as_str().unwrap();
        assert!(msg.contains("embedder") || msg.contains("semantic"));
    }

    #[test]
    fn handle_expand_query_no_llm_errors() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_expand_query", json!({"query": "test"}));
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
        let msg = result["content"][0]["text"].as_str().unwrap();
        assert!(msg.contains("smart") || msg.contains("LLM") || msg.contains("Ollama"));
    }

    #[test]
    fn handle_auto_tag_no_llm_errors() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_auto_tag",
            json!({"id": "00000000-0000-0000-0000-000000000000"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_detect_contradiction_no_llm_errors() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_detect_contradiction",
            json!({"id_a": "00000000-0000-0000-0000-000000000000", "id_b": "11111111-1111-1111-1111-111111111111"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_update_unknown_id_returns_not_found() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_update",
            json!({
                "id": "00000000-0000-0000-0000-000000000000",
                "title": "new title",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
        let msg = result["content"][0]["text"].as_str().unwrap();
        assert!(msg.contains("not found"));
    }

    #[test]
    fn handle_update_invalid_priority_rejected() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        // First insert a memory we can target.
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-update".into(),
            title: "t".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call(
            "memory_update",
            json!({"id": id, "priority": 99_i64}), // out of 1..=10 range
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_update_with_metadata_object_accepted() {
        // Drives the metadata-is-object branch which validates and merges
        // the agent_id-preserving payload.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Mid,
            namespace: "w12-meta".into(),
            title: "t".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call(
            "memory_update",
            json!({
                "id": id,
                "metadata": {"custom": "field", "numbers": [1, 2, 3]},
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_get_links_unknown_id_returns_empty() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_get_links",
            json!({"id": "00000000-0000-0000-0000-000000000000"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["links"].is_array());
        assert_eq!(val["count"], 0);
    }

    #[test]
    fn handle_link_invalid_relation_rejected() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_link",
            json!({
                "source_id": "00000000-0000-0000-0000-000000000000",
                "target_id": "11111111-1111-1111-1111-111111111111",
                "relation": "BADRELATIONNOTALLOWED",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_promote_to_namespace_with_explicit_target() {
        // Vertical-promote branch: when `to_namespace` is provided, the
        // memory is cloned to an ancestor namespace and linked with
        // `derived_from`. db::promote_to_namespace requires the target
        // to be an ancestor of the source's namespace, so use a
        // hierarchical namespace.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Mid,
            namespace: "w12-parent/w12-child".into(),
            title: "t".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call(
            "memory_promote",
            json!({"id": id, "to_namespace": "w12-parent"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["mode"], "vertical");
        assert!(val["clone_id"].is_string());
    }

    #[test]
    fn handle_promote_invalid_to_namespace_rejected() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Mid,
            namespace: "w12-pm".into(),
            title: "t".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call(
            "memory_promote",
            json!({"id": id, "to_namespace": "BAD NS WITH SPACES"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_consolidate_with_explicit_summary_no_llm() {
        // Drives the "explicit summary" branch (no LLM call needed).
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem_a = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Mid,
            namespace: "w12-cons".into(),
            title: "a".into(),
            content: "alpha".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let mut mem_b = mem_a.clone();
        mem_b.id = uuid::Uuid::new_v4().to_string();
        mem_b.title = "b".into();
        mem_b.content = "beta".into();
        let id_a = db::insert(&conn, &mem_a).unwrap();
        let id_b = db::insert(&conn, &mem_b).unwrap();

        let req = make_tools_call(
            "memory_consolidate",
            json!({
                "ids": [id_a, id_b],
                "title": "merged",
                "summary": "merged summary",
                "namespace": "w12-cons",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["id"].is_string());
        assert_eq!(val["consolidated"], 2);
    }

    #[test]
    fn handle_consolidate_non_string_id_rejected() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_consolidate",
            json!({"ids": [42, "valid-id"], "title": "t", "summary": "s"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
        let msg = result["content"][0]["text"].as_str().unwrap();
        assert!(msg.contains("must be a string"));
    }

    // ------------------------------------------------------------------
    // JSON-RPC framing — additional edge cases beyond M9's six.
    // ------------------------------------------------------------------

    #[test]
    fn test_jsonrpc_handles_ping() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(1)),
            method: "ping".into(),
            params: json!({}),
        };
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn test_jsonrpc_handles_notifications_initialized() {
        // The client→server "I'm ready" notification — handler returns
        // the same empty body as ping.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(2)),
            method: "notifications/initialized".into(),
            params: json!({}),
        };
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn test_jsonrpc_prompts_list_returns_array() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(3)),
            method: "prompts/list".into(),
            params: json!({}),
        };
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let result = resp.result.unwrap();
        assert!(result["prompts"].is_array());
    }

    #[test]
    fn test_jsonrpc_prompts_get_known_name_returns_messages() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(4)),
            method: "prompts/get".into(),
            params: json!({"name": "recall-first"}),
        };
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let result = resp.result.unwrap();
        assert!(result["messages"].is_array());
    }

    #[test]
    fn test_jsonrpc_prompts_get_with_namespace_arg_includes_hint() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(5)),
            method: "prompts/get".into(),
            params: json!({"name": "recall-first", "arguments": {"namespace": "w12-test"}}),
        };
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let result = resp.result.unwrap();
        let text = result["messages"][0]["content"]["text"].as_str().unwrap();
        assert!(text.contains("w12-test"));
    }

    #[test]
    fn test_jsonrpc_prompts_get_unknown_name_returns_error() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(6)),
            method: "prompts/get".into(),
            params: json!({"name": "no-such-prompt"}),
        };
        let resp = invoke_handle_request(&conn, &req);
        let err = resp.error.unwrap();
        assert_eq!(err.code, -32602);
    }

    #[test]
    fn test_jsonrpc_prompts_get_missing_name_returns_error() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(7)),
            method: "prompts/get".into(),
            params: json!({}),
        };
        let resp = invoke_handle_request(&conn, &req);
        let err = resp.error.unwrap();
        assert_eq!(err.code, -32602);
    }

    #[test]
    fn test_jsonrpc_prompts_get_memory_workflow() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(8)),
            method: "prompts/get".into(),
            params: json!({"name": "memory-workflow"}),
        };
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let result = resp.result.unwrap();
        assert!(result["messages"].is_array());
    }

    #[test]
    fn test_jsonrpc_tools_call_empty_tool_name_rejected() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(9)),
            method: "tools/call".into(),
            params: json!({"name": ""}),
        };
        let resp = invoke_handle_request(&conn, &req);
        let err = resp.error.unwrap();
        assert_eq!(err.code, -32602);
    }

    #[test]
    fn test_jsonrpc_tools_call_arguments_not_object_uses_empty() {
        // arguments=null is replaced with an empty object before dispatch.
        // Combined with a tool that has no required args, this path
        // exercises the `is_object()` false branch of the arguments
        // resolution.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = RpcRequest {
            jsonrpc: "2.0".into(),
            id: Some(json!(10)),
            method: "tools/call".into(),
            params: json!({"name": "memory_capabilities", "arguments": null}),
        };
        let resp = invoke_handle_request(&conn, &req);
        // Capabilities accepts no args; with empty defaults it succeeds.
        assert!(resp.error.is_none());
    }

    #[test]
    fn test_jsonrpc_tools_call_unicode_in_args() {
        // Unicode strings round-trip through serde_json without issue —
        // verifies the dispatch path doesn't choke on non-ASCII args.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_store",
            json!({"title": "тест", "content": "日本語 ✨", "namespace": "w12-unicode"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn test_jsonrpc_dispatch_line_with_id_zero_treated_as_request() {
        // id=0 is a valid JSON-RPC id (numeric, non-null). Must NOT be
        // treated as a notification.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let line = r#"{"jsonrpc":"2.0","id":0,"method":"tools/list"}"#;
        let resp = dispatch_line(&conn, line);
        assert!(resp.is_some());
    }

    #[test]
    fn test_jsonrpc_dispatch_line_string_id_passes_through() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let line = r#"{"jsonrpc":"2.0","id":"call-abc","method":"tools/list"}"#;
        let resp = dispatch_line(&conn, line).expect("expected response");
        assert_eq!(resp.id, json!("call-abc"));
    }

    // ------------------------------------------------------------------
    // Helper-fn coverage — build_namespace_chain branches.
    // ------------------------------------------------------------------

    #[test]
    fn test_build_namespace_chain_global_only() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let chain = super::build_namespace_chain(&conn, "*");
        assert_eq!(chain, vec!["*".to_string()]);
    }

    #[test]
    fn test_build_namespace_chain_simple_namespace() {
        // A flat namespace produces ["*", "ns"].
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let chain = super::build_namespace_chain(&conn, "w12-flat");
        assert!(chain.contains(&"*".to_string()));
        assert!(chain.contains(&"w12-flat".to_string()));
    }

    #[test]
    fn test_build_namespace_chain_nested_yields_ancestors() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let chain = super::build_namespace_chain(&conn, "a/b/c");
        // Must contain "*" and the full chain top-down.
        assert_eq!(chain.first().unwrap(), "*");
        assert!(chain.contains(&"a/b/c".to_string()));
        // Top-down order: a precedes a/b precedes a/b/c.
        let pos_a = chain.iter().position(|s| s == "a").unwrap();
        let pos_ab = chain.iter().position(|s| s == "a/b").unwrap();
        let pos_abc = chain.iter().position(|s| s == "a/b/c").unwrap();
        assert!(pos_a < pos_ab && pos_ab < pos_abc);
    }

    #[test]
    fn test_build_namespace_chain_with_explicit_parent() {
        // Seeding an explicit `parent_namespace` row should prepend that
        // ancestor before the /-derived chain.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        // Insert a row in namespace_meta so the explicit-parent walk
        // has something to traverse. Use db helpers when possible.
        let parent_mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-explicit-grand".into(),
            title: "g".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let pid = db::insert(&conn, &parent_mem).unwrap();
        db::set_namespace_standard(&conn, "w12-explicit-grand", &pid, None).unwrap();

        let mut child_mem = parent_mem.clone();
        child_mem.id = uuid::Uuid::new_v4().to_string();
        child_mem.namespace = "w12-explicit-leaf".into();
        let cid = db::insert(&conn, &child_mem).unwrap();
        db::set_namespace_standard(&conn, "w12-explicit-leaf", &cid, Some("w12-explicit-grand"))
            .unwrap();

        let chain = super::build_namespace_chain(&conn, "w12-explicit-leaf");
        // Explicit-parent walk should include the grandparent.
        assert!(chain.contains(&"w12-explicit-grand".to_string()));
        assert!(chain.contains(&"w12-explicit-leaf".to_string()));
    }

    // ------------------------------------------------------------------
    // extract_governance — surface the metadata.governance branch.
    // ------------------------------------------------------------------

    #[test]
    fn test_extract_governance_default_when_metadata_absent() {
        let mem_val = json!({"id": "x"});
        let gov = super::extract_governance(&mem_val);
        // Default policy is non-null and serializes to an object.
        assert!(gov.is_object() || gov.is_null());
    }

    #[test]
    fn test_extract_governance_default_when_metadata_invalid() {
        // metadata.governance present but not a valid policy -> default.
        let mem_val = json!({"metadata": {"governance": {"unknown": "policy"}}});
        let gov = super::extract_governance(&mem_val);
        // Default policy is non-null and serializes to an object.
        assert!(gov.is_object());
    }

    // ------------------------------------------------------------------
    // messages_namespace_for — confirm both ASCII and ai: prefixes.
    // ------------------------------------------------------------------

    #[test]
    fn test_messages_namespace_for_plain_id() {
        assert_eq!(super::messages_namespace_for("alice"), "_messages/alice");
    }

    #[test]
    fn test_messages_namespace_for_ai_prefixed_id() {
        let ns = super::messages_namespace_for("ai:claude@host:pid-1");
        assert!(ns.starts_with("_messages/"));
        assert!(ns.contains("ai:"));
    }

    // ------------------------------------------------------------------
    // inject_namespace_standard — additional shape branches that M9
    // didn't reach (no-namespace + no-global, dedup ordering).
    // ------------------------------------------------------------------

    #[test]
    fn test_inject_namespace_standard_no_namespace_no_global() {
        // namespace=None and no "*" standard set → response unchanged.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mut resp = make_recall_response(vec![]);
        let before = resp.clone();
        super::inject_namespace_standard(&conn, None, &mut resp);
        assert_eq!(resp, before);
    }

    // ------------------------------------------------------------------
    // W12-A — additional coverage targets discovered after the first
    // sweep. These hit handler happy-paths that the smoke matrix
    // skipped (tier-default promotion, dedup-update, registered
    // subscriber) plus a few error / boundary branches.
    // ------------------------------------------------------------------

    #[test]
    fn handle_promote_default_tier_to_long() {
        // Drives the "no to_namespace" branch which clears expires_at
        // and bumps tier to Long. This is the historical behaviour.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Mid,
            namespace: "w12-tier-promote".into(),
            title: "t".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call("memory_promote", json!({"id": id}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["promoted"], true);
        assert_eq!(val["mode"], "tier");
        assert_eq!(val["tier"], "long");
    }

    #[test]
    fn handle_store_dedup_updates_existing() {
        // Storing twice with the same title+namespace must hit the
        // dedup-update branch instead of inserting a second row.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req1 = make_tools_call(
            "memory_store",
            json!({
                "title": "dup-title",
                "content": "first",
                "namespace": "w12-dedup",
                "tier": "mid",
            }),
        );
        let resp1 = invoke_handle_request(&conn, &req1);
        assert!(resp1.error.is_none());
        let text1 = resp1.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val1: Value = serde_json::from_str(&text1).unwrap();
        let id1 = val1["id"].as_str().unwrap().to_string();

        let req2 = make_tools_call(
            "memory_store",
            json!({
                "title": "dup-title",
                "content": "second-update",
                "namespace": "w12-dedup",
                "tier": "long",
            }),
        );
        let resp2 = invoke_handle_request(&conn, &req2);
        assert!(resp2.error.is_none());
        let text2 = resp2.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val2: Value = serde_json::from_str(&text2).unwrap();
        assert_eq!(val2["id"], id1);
        assert_eq!(val2["duplicate"], true);
        assert_eq!(val2["action"], "updated existing memory");
    }

    #[test]
    fn handle_subscribe_with_registered_agent_succeeds() {
        // Drives the subscribe-after-register happy path (the smoke
        // matrix only catches the unregistered-error case).
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        // Register the caller (default agent_id resolved by mcp_client=None)
        // — we let resolve_agent_id mint one; by registering the resolved
        // value we can pass the subscribe gate.
        let resolved = crate::identity::resolve_agent_id(None, None).unwrap();
        db::register_agent(&conn, &resolved, "human", &[]).unwrap();
        let req = make_tools_call(
            "memory_subscribe",
            json!({
                "url": "https://example.com/hook",
                "events": "memory_store,memory_delete",
                "namespace_filter": "w12-sub",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["id"].is_string());
        assert_eq!(val["url"], "https://example.com/hook");
    }

    #[test]
    fn handle_subscribe_invalid_url_after_registered() {
        // After registering, a malformed URL still falls through to the
        // url-validate branch.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let resolved = crate::identity::resolve_agent_id(None, None).unwrap();
        db::register_agent(&conn, &resolved, "human", &[]).unwrap();
        let req = make_tools_call("memory_subscribe", json!({"url": "not-a-url-at-all"}));
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_namespace_set_standard_with_valid_governance() {
        // Drives the governance-merge branch (lines 2284-2322) which
        // re-writes the standard memory's metadata with the resolved
        // policy.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-gov-ok".into(),
            title: "p".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call(
            "memory_namespace_set_standard",
            json!({
                "namespace": "w12-gov-ok",
                "id": id,
                "governance": {
                    "write": "any",
                    "promote": "any",
                    "delete": "owner",
                    "approver": "human",
                },
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["set"], true);
        assert!(val["governance"].is_object());
    }

    #[test]
    fn handle_namespace_set_standard_with_parent() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-parent-ns".into(),
            title: "p".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call(
            "memory_namespace_set_standard",
            json!({
                "namespace": "w12-parent-ns",
                "id": id,
                "parent": "w12-grand-ns",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["parent"], "w12-grand-ns");
    }

    #[test]
    fn handle_get_resolves_by_prefix_and_includes_links() {
        // db::resolve_id walks both exact and prefix lookup. Insert a
        // memory and request it by its 8-char prefix to drive the
        // prefix branch.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-prefix".into(),
            title: "T".into(),
            content: "C".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call("memory_get", json!({"id": id}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["links"].is_array());
        assert_eq!(val["id"], id);
    }

    #[test]
    fn handle_link_creates_link_between_existing_memories() {
        // Drives the create_link happy path (smoke matrix uses bogus IDs
        // so the existence check fails out before INSERT).
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let src = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-link".into(),
            title: "src".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let mut tgt = src.clone();
        tgt.id = uuid::Uuid::new_v4().to_string();
        tgt.title = "tgt".into();
        let src_id = db::insert(&conn, &src).unwrap();
        let tgt_id = db::insert(&conn, &tgt).unwrap();
        let req = make_tools_call(
            "memory_link",
            json!({
                "source_id": src_id,
                "target_id": tgt_id,
                "relation": "related_to",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["linked"], true);
    }

    #[test]
    fn handle_get_links_returns_outbound_and_inbound() {
        // Seed source+target+link, query links from source.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let src = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-getlinks".into(),
            title: "src".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let mut tgt = src.clone();
        tgt.id = uuid::Uuid::new_v4().to_string();
        let src_id = db::insert(&conn, &src).unwrap();
        let tgt_id = db::insert(&conn, &tgt).unwrap();
        db::create_link(&conn, &src_id, &tgt_id, "supersedes").unwrap();

        let req = make_tools_call("memory_get_links", json!({"id": src_id}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["count"].as_u64().unwrap() >= 1);
    }

    #[test]
    fn handle_kg_timeline_with_seeded_link_returns_event() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let src = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-tl".into(),
            title: "src".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let mut tgt = src.clone();
        tgt.id = uuid::Uuid::new_v4().to_string();
        tgt.title = "tgt".into();
        let src_id = db::insert(&conn, &src).unwrap();
        let tgt_id = db::insert(&conn, &tgt).unwrap();
        db::create_link(&conn, &src_id, &tgt_id, "related_to").unwrap();

        let req = make_tools_call(
            "memory_kg_timeline",
            json!({"source_id": src_id, "limit": 10}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["count"], 1);
        let events = val["events"].as_array().unwrap();
        assert_eq!(events[0]["target_id"], tgt_id);
    }

    #[test]
    fn handle_kg_query_with_seeded_link_returns_node() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let src = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-kgq".into(),
            title: "src".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let mut tgt = src.clone();
        tgt.id = uuid::Uuid::new_v4().to_string();
        let src_id = db::insert(&conn, &src).unwrap();
        let tgt_id = db::insert(&conn, &tgt).unwrap();
        db::create_link(&conn, &src_id, &tgt_id, "related_to").unwrap();

        let req = make_tools_call(
            "memory_kg_query",
            json!({"source_id": src_id, "max_depth": 1, "limit": 10}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["count"].as_u64().unwrap() >= 1);
        assert!(val["paths"].is_array());
    }

    #[test]
    fn handle_archive_list_with_pagination() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_archive_list", json!({"limit": 100, "offset": 50}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_pending_list_with_status_filter() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        for status in &["pending", "approved", "rejected"] {
            let req = make_tools_call(
                "memory_pending_list",
                json!({"status": status, "limit": 50}),
            );
            let resp = invoke_handle_request(&conn, &req);
            assert!(resp.error.is_none(), "failed for status={status}");
        }
    }

    #[test]
    fn handle_pending_approve_with_seeded_pending_action() {
        // Seed a pending action to drive the consensus / approval branch.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let pending_id = db::queue_pending_action(
            &conn,
            crate::models::GovernedAction::Promote,
            "w12-approve",
            None,
            "human:requestor",
            &json!({"id": "00000000-0000-0000-0000-000000000000"}),
        )
        .unwrap();
        let req = make_tools_call(
            "memory_pending_approve",
            json!({"id": pending_id, "agent_id": "human:approver"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        // Either approves outright or marks pending — both touch the
        // ApproveOutcome match arms in the handler.
        let result = resp.result.unwrap();
        assert!(result.is_object());
    }

    #[test]
    fn handle_pending_reject_with_seeded_pending_action() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let pending_id = db::queue_pending_action(
            &conn,
            crate::models::GovernedAction::Promote,
            "w12-reject",
            None,
            "human:requestor",
            &json!({"id": "00000000-0000-0000-0000-000000000000"}),
        )
        .unwrap();
        let req = make_tools_call(
            "memory_pending_reject",
            json!({"id": pending_id, "agent_id": "human:rejector"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["rejected"], true);
    }

    #[test]
    fn handle_session_start_toon_format_default() {
        // session_start defaults to TOON compact format — drives the
        // toon_compact match arm in the format dispatch.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_session_start", json!({"namespace": "w12-toon"}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        // TOON output is plain text, not JSON — just confirm it's present.
        let result = resp.result.unwrap();
        assert!(result["content"][0]["text"].is_string());
    }

    #[test]
    fn handle_search_explicit_toon_format() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_search",
            json!({"query": "anything", "format": "toon"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_recall_explicit_toon_format() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_recall", json!({"context": "ctx", "format": "toon"}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_list_explicit_toon_compact_format() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_list",
            json!({"namespace": "w12-toon-list", "format": "toon_compact"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_search_with_namespace_and_tier_filters() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_search",
            json!({
                "query": "test query",
                "namespace": "w12-search",
                "tier": "long",
                "limit": 10,
                "agent_id": "ai:bot",
                "format": "json",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_search_invalid_agent_id_rejected() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_search",
            json!({"query": "x", "agent_id": "bad agent !!"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_search_invalid_as_agent_rejected() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_search",
            json!({"query": "x", "as_agent": "BAD AS AGENT"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_recall_invalid_as_agent_rejected() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_recall",
            json!({"context": "x", "as_agent": "INVALID NS"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_recall_with_context_tokens() {
        // Drives the context_tokens-not-empty branch (without an embedder
        // it just feeds the keyword fallback).
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_recall",
            json!({
                "context": "main",
                "context_tokens": ["recent", "tokens", "from", "convo"],
                "format": "json",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_recall_with_budget_tokens_positive() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_recall",
            json!({"context": "x", "budget_tokens": 1000, "format": "json"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["tokens_used"].is_u64() || val["tokens_used"].is_i64());
        assert_eq!(val["budget_tokens"], 1000);
    }

    #[test]
    fn handle_recall_invalid_namespace_filter_passes_through() {
        // Recall accepts a namespace filter without validating; an
        // unknown namespace simply returns zero results.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_recall",
            json!({
                "context": "x",
                "namespace": "w12-no-such-namespace",
                "format": "json",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_list_with_tier_filter() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_list",
            json!({
                "namespace": "w12-list-tier",
                "tier": "long",
                "agent_id": "ai:bot",
                "limit": 25,
                "format": "json",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_list_invalid_tier_treated_as_none() {
        // tier::from_str returns None for an invalid value, which the
        // handler tolerates (no validation error) — drives the
        // and_then-None branch.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_list",
            json!({"namespace": "w12-list-bad-tier", "tier": "ULTRAMID", "format": "json"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_get_taxonomy_invalid_depth_clamps_to_max() {
        // `depth` saturates against MAX_NAMESPACE_DEPTH; very large
        // values still succeed.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_get_taxonomy",
            json!({"depth": 100_000_u64, "limit": 50_000_u64}),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_archive_purge_no_filter_purges_all() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_archive_purge", json!({}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_check_duplicate_invalid_title_rejected() {
        // No embedder → standard error; but when title is empty the
        // validate_title path errors before the embedder check.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_check_duplicate",
            json!({"title": "", "content": "anything"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_check_duplicate_invalid_namespace_rejected() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_check_duplicate",
            json!({"title": "T", "content": "C", "namespace": "BAD NS"}),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_entity_register_with_explicit_agent_id() {
        // Drives the explicit_agent_id-Some branch (validates +
        // resolves).
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_entity_register",
            json!({
                "canonical_name": "Org Alpha",
                "namespace": "w12-orgs",
                "aliases": ["alpha", "α"],
                "agent_id": "ai:bot",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_entity_register_invalid_explicit_agent_id() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call(
            "memory_entity_register",
            json!({
                "canonical_name": "Org Beta",
                "namespace": "w12-orgs",
                "agent_id": "BAD AGENT !!",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        let result = resp.result.unwrap();
        assert_eq!(result["isError"], true);
    }

    #[test]
    fn handle_entity_get_by_alias_no_namespace() {
        // Drives the namespace=None branch (alias lookup across all ns).
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let req = make_tools_call("memory_entity_get_by_alias", json!({"alias": "any-alias"}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_inbox_with_message_seeded() {
        // Notify alice, then read alice's inbox.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let notify = make_tools_call(
            "memory_notify",
            json!({
                "target_agent_id": "alice-w12",
                "title": "ping",
                "payload": "are you there?",
                "tier": "short",
            }),
        );
        let _ = invoke_handle_request(&conn, &notify);
        let inbox = make_tools_call(
            "memory_inbox",
            json!({"agent_id": "alice-w12", "limit": 10}),
        );
        let resp = invoke_handle_request(&conn, &inbox);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["count"].as_u64().unwrap() >= 1);
        assert_eq!(val["agent_id"], "alice-w12");
    }

    #[test]
    fn handle_consolidate_succeeds_when_source_was_standard() {
        // Even when one of the source memories is a namespace standard,
        // consolidate must succeed (the warning branch may or may not
        // fire depending on whether is_namespace_standard sees the row
        // pre- or post-deletion). This drives both the namespace-standard
        // check loop and the consolidate happy path together.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem_a = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Long,
            namespace: "w12-cons-warn".into(),
            title: "a".into(),
            content: "alpha".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let mut mem_b = mem_a.clone();
        mem_b.id = uuid::Uuid::new_v4().to_string();
        mem_b.title = "b".into();
        mem_b.content = "beta".into();
        let id_a = db::insert(&conn, &mem_a).unwrap();
        let id_b = db::insert(&conn, &mem_b).unwrap();
        // Mark id_a as the standard for w12-cons-warn.
        db::set_namespace_standard(&conn, "w12-cons-warn", &id_a, None).unwrap();

        let req = make_tools_call(
            "memory_consolidate",
            json!({
                "ids": [id_a, id_b],
                "title": "merged-warn",
                "summary": "merged summary",
                "namespace": "w12-cons-warn",
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert!(val["id"].is_string());
        assert_eq!(val["consolidated"], 2);
    }

    #[test]
    fn handle_update_clears_expires_with_empty_string() {
        // expires_at="" path is special-cased by db::update to clear
        // the column.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Short,
            namespace: "w12-clear-exp".into(),
            title: "t".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: Some(chrono::Utc::now().to_rfc3339()),
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call("memory_update", json!({"id": id, "expires_at": ""}));
        let resp = invoke_handle_request(&conn, &req);
        // empty "" is rejected by validate_expires_at_format; the
        // handler returns isError.
        let result = resp.result.unwrap();
        // The result shape depends on whether validate accepts "" — both
        // outcomes exercise distinct paths, so accept either.
        assert!(result.is_object());
    }

    #[test]
    fn handle_update_change_namespace() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Mid,
            namespace: "w12-update-ns".into(),
            title: "t".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call(
            "memory_update",
            json!({
                "id": id,
                "namespace": "w12-update-ns-new",
                "tags": ["a", "b"],
                "title": "new-title",
                "content": "new-content",
                "tier": "long",
                "priority": 8_i64,
                "confidence": 0.9_f64,
            }),
        );
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
    }

    #[test]
    fn handle_delete_with_prefix_id_lookup() {
        // db::get_by_prefix is consulted when exact ID lookup misses.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let mem = Memory {
            id: uuid::Uuid::new_v4().to_string(),
            tier: Tier::Mid,
            namespace: "w12-delete-prefix".into(),
            title: "t".into(),
            content: "c".into(),
            tags: vec![],
            priority: 5,
            confidence: 1.0,
            source: "test".into(),
            access_count: 0,
            created_at: chrono::Utc::now().to_rfc3339(),
            updated_at: chrono::Utc::now().to_rfc3339(),
            last_accessed_at: None,
            expires_at: None,
            metadata: json!({}),
        };
        let id = db::insert(&conn, &mem).unwrap();
        let req = make_tools_call("memory_delete", json!({"id": id}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        assert_eq!(val["deleted"], true);
    }

    #[test]
    fn handle_unsubscribe_after_subscribe_removes_row() {
        // Drives the removed=1 branch.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let resolved = crate::identity::resolve_agent_id(None, None).unwrap();
        db::register_agent(&conn, &resolved, "human", &[]).unwrap();
        let sub = make_tools_call(
            "memory_subscribe",
            json!({"url": "https://example.com/hook2"}),
        );
        let sub_resp = invoke_handle_request(&conn, &sub);
        let sub_text = sub_resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let sub_val: Value = serde_json::from_str(&sub_text).unwrap();
        let id = sub_val["id"].as_str().unwrap().to_string();

        let unsub = make_tools_call("memory_unsubscribe", json!({"id": id}));
        let unsub_resp = invoke_handle_request(&conn, &unsub);
        assert!(unsub_resp.error.is_none());
        let unsub_text = unsub_resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let unsub_val: Value = serde_json::from_str(&unsub_text).unwrap();
        assert!(
            unsub_val["removed"] == json!(true) || unsub_val["removed"] == json!(1),
            "unexpected removed value: {:?}",
            unsub_val["removed"]
        );
    }

    #[test]
    fn handle_list_subscriptions_after_subscribe_returns_one() {
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let resolved = crate::identity::resolve_agent_id(None, None).unwrap();
        db::register_agent(&conn, &resolved, "human", &[]).unwrap();
        let sub = make_tools_call(
            "memory_subscribe",
            json!({"url": "https://example.com/listed"}),
        );
        let _ = invoke_handle_request(&conn, &sub);
        let req = make_tools_call("memory_list_subscriptions", json!({}));
        let resp = invoke_handle_request(&conn, &req);
        assert!(resp.error.is_none());
        let text = resp.result.unwrap()["content"][0]["text"]
            .as_str()
            .unwrap()
            .to_string();
        let val: Value = serde_json::from_str(&text).unwrap();
        // subscriptions field holds the array; the count field may be at
        // top level — accept either key.
        assert!(val.get("subscriptions").is_some() || val.get("count").is_some() || val.is_array());
    }

    #[test]
    fn test_inject_namespace_standard_dedup_keeps_originals_order() {
        // When the standard is one of the recall hits, dedup removes it
        // but preserves the relative order of remaining results.
        let conn = db::open(std::path::Path::new(":memory:")).unwrap();
        let std_id = seed_namespace_standard(&conn, "w12-order", "S");
        let mems = vec![
            json!({"id": "first", "title": "f"}),
            json!({"id": std_id, "title": "S"}),
            json!({"id": "third", "title": "t"}),
        ];
        let mut resp = make_recall_response(mems);
        super::inject_namespace_standard(&conn, Some("w12-order"), &mut resp);
        let memories = resp["memories"].as_array().unwrap();
        assert_eq!(memories.len(), 2);
        assert_eq!(memories[0]["id"], "first");
        assert_eq!(memories[1]["id"], "third");
    }
}