RavenClaws 1.2.0

Lightweight, secure Rust agent framework with multi-provider LLM support
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
//! RavenClaws — Lightweight, secure Rust agent framework
//!
//! Built for efficiency, security, and easy deployment.
//! Supports multiple LLM providers: LiteLLM, OpenRouter, Ollama, OpenAI.

mod agent;
mod audit;
mod background;
mod config;
mod error;
mod eval;
mod heartbeat;
mod llm;
mod load;
mod mcp;
mod patterns;
mod policy;
mod ravenfabric;
mod sandbox;
mod scheduler;
mod server;
mod swarm;
mod telemetry;
mod tools;

use clap::Parser;
use std::sync::Arc;
use tokio::signal;
use tracing::{info, warn};
use tracing_subscriber::{layer::SubscriberExt, util::SubscriberInitExt};

use std::sync::atomic::{AtomicBool, Ordering};

#[derive(Parser, Debug)]
#[command(name = "ravenclaws")]
#[command(author = "Erling G M Kristiansen")]
#[command(version = env!("CARGO_PKG_VERSION"))]
#[command(about = "Lightweight, secure Rust agent framework with multi-provider support", long_about = None)]
struct Args {
    /// Configuration file path
    #[arg(short, long, env = "RAVENCLAWS_CONFIG")]
    config: Option<String>,

    /// Agent mode: single, swarm, or supervisor
    #[arg(short, long, default_value = "single")]
    mode: String,

    /// Enable verbose logging
    #[arg(short, long, env = "RAVENCLAWS_VERBOSE")]
    verbose: bool,

    /// Run a one-shot command
    #[arg(short, long)]
    exec: Option<String>,

    /// Provider type: litellm, openrouter, ollama, openai (overrides config)
    #[arg(long, env = "RAVENCLAWS_PROVIDER")]
    provider: Option<String>,

    /// LLM endpoint (overrides config)
    #[arg(long, env = "RAVENCLAWS_ENDPOINT")]
    endpoint: Option<String>,

    /// Model name (overrides config)
    #[arg(long, env = "RAVENCLAWS_MODEL")]
    model: Option<String>,

    /// System prompt / persona (overrides config)
    #[arg(long, env = "RAVENCLAWS_SYSTEM_PROMPT")]
    system_prompt: Option<String>,

    /// Interactive REPL mode (read-eval-print loop)
    #[arg(long, short = 'R', conflicts_with = "exec")]
    repl: bool,

    /// Require human approval for sensitive tool calls (HITL)
    #[arg(long, env = "RAVENCLAWS_REQUIRE_APPROVAL")]
    require_approval: bool,

    /// Maximum iterations for the agent loop (default: 10)
    #[arg(long, env = "RAVENCLAWS_MAX_ITERATIONS", default_value = "10")]
    max_iterations: usize,

    /// Token budget per run (v0.5) — stops when exceeded
    #[arg(long, env = "RAVENCLAWS_TOKEN_BUDGET")]
    token_budget: Option<u32>,

    /// Retry max attempts (v0.5) — default 3
    #[arg(long, env = "RAVENCLAWS_RETRY_MAX", default_value = "3")]
    retry_max: u32,

    /// Retry base delay in ms (v0.5) — default 100
    #[arg(long, env = "RAVENCLAWS_RETRY_BASE_DELAY", default_value = "100")]
    retry_base_delay_ms: u64,

    /// Enable provider fallback chain (v0.5) — comma-separated providers
    #[arg(long, env = "RAVENCLAWS_FALLBACK_CHAIN")]
    fallback_chain: Option<String>,

    /// MCP server command (v0.5.2) — stdio transport (e.g., "npx -y @modelcontextprotocol/server-filesystem")
    #[arg(long, env = "RAVENCLAWS_MCP_COMMAND")]
    mcp_command: Option<String>,

    /// MCP server arguments (v0.5.2) — space-separated args for the MCP command
    #[arg(long, env = "RAVENCLAWS_MCP_ARGS")]
    mcp_args: Option<String>,

    /// MCP server environment variables (v0.5.2) — KEY=VALUE pairs separated by commas
    #[arg(long, env = "RAVENCLAWS_MCP_ENV")]
    mcp_env: Option<String>,

    /// Run as MCP server (v0.7) — exposes RavenClaws tools over stdio via MCP protocol
    #[arg(long, env = "RAVENCLAWS_MCP_SERVER")]
    mcp_server: bool,

    /// Run as MCP SSE server (v0.9.16) — exposes RavenClaws tools over HTTP with SSE transport
    #[arg(long, env = "RAVENCLAWS_MCP_SSE_SERVER")]
    mcp_sse_server: bool,

    /// MCP SSE server host (v0.9.16) — overrides default 0.0.0.0
    #[arg(long, env = "RAVENCLAWS_MCP_SSE_HOST", default_value = "0.0.0.0")]
    mcp_sse_host: String,

    /// MCP SSE server port (v0.9.16) — overrides default 8081
    #[arg(long, env = "RAVENCLAWS_MCP_SSE_PORT", default_value = "8081")]
    mcp_sse_port: u16,

    /// Run as HTTP server (v0.7) — long-running with /health, /ready, /metrics endpoints
    #[arg(long, env = "RAVENCLAWS_SERVE")]
    serve: bool,

    /// HTTP server host (v0.7) — overrides config
    #[arg(long, env = "RAVENCLAWS_SERVER_HOST")]
    server_host: Option<String>,

    /// HTTP server port (v0.7) — overrides config
    #[arg(long, env = "RAVENCLAWS_SERVER_PORT")]
    server_port: Option<u16>,

    /// OpenTelemetry OTLP gRPC endpoint (v0.7.2)
    #[arg(long, env = "RAVENCLAWS_OTEL_ENDPOINT")]
    otel_endpoint: Option<String>,

    /// OpenTelemetry service name (v0.7.2)
    #[arg(long, env = "RAVENCLAWS_OTEL_SERVICE_NAME")]
    otel_service_name: Option<String>,

    /// Disable OpenTelemetry tracing (v0.7.2)
    #[arg(long, env = "RAVENCLAWS_OTEL_DISABLED")]
    otel_disabled: bool,

    /// Submit a background task and return immediately (v0.8)
    #[arg(long, env = "RAVENCLAWS_BACKGROUND")]
    background: bool,

    /// Check status of a background task (v0.8)
    #[arg(long, env = "RAVENCLAWS_TASK_STATUS")]
    task_status: Option<String>,

    /// List all background tasks (v0.8)
    #[arg(long, env = "RAVENCLAWS_TASK_LIST")]
    task_list: bool,

    /// Cancel a background task (v0.8)
    #[arg(long, env = "RAVENCLAWS_TASK_CANCEL")]
    task_cancel: Option<String>,

    /// Resume incomplete background tasks on startup (v0.8)
    #[arg(long, env = "RAVENCLAWS_TASK_RESUME")]
    task_resume: bool,

    /// Run the scheduler with configured triggers (v0.8)
    #[arg(long, env = "RAVENCLAWS_SCHEDULER")]
    scheduler: bool,

    /// Webhook server port (v0.8) — overrides default 9090
    #[arg(long, env = "RAVENCLAWS_WEBHOOK_PORT", default_value = "9090")]
    webhook_port: u16,

    /// Run eval suite from config file (v0.9)
    #[arg(long, env = "RAVENCLAWS_EVAL")]
    eval: Option<String>,

    /// Output eval results as JSON (v0.9)
    #[arg(long, env = "RAVENCLAWS_EVAL_JSON")]
    eval_json: bool,

    /// Run in autonomous heartbeat mode (v0.9)
    #[arg(long, env = "RAVENCLAWS_HEARTBEAT")]
    heartbeat: bool,

    /// Goal prompt for heartbeat mode (v0.9)
    #[arg(long, env = "RAVENCLAWS_HEARTBEAT_GOAL")]
    heartbeat_goal: Option<String>,

    /// Tick interval in seconds for heartbeat mode (v0.9, default: 300)
    #[arg(
        long,
        env = "RAVENCLAWS_HEARTBEAT_TICK_INTERVAL",
        default_value = "300"
    )]
    heartbeat_tick_interval: u64,

    /// Maximum ticks for heartbeat mode (v0.9, 0 = unlimited)
    #[arg(long, env = "RAVENCLAWS_HEARTBEAT_MAX_TICKS", default_value = "0")]
    heartbeat_max_ticks: u64,

    /// Heartbeat session ID for resuming (v0.9)
    #[arg(long, env = "RAVENCLAWS_HEARTBEAT_SESSION")]
    heartbeat_session: Option<String>,

    /// Swarm topology: star, mesh, hierarchical, hybrid (v0.9)
    #[arg(long, env = "RAVENCLAWS_SWARM_TOPOLOGY", default_value = "star")]
    swarm_topology: String,

    /// Maximum recursion depth for hierarchical swarm (v0.9, default: 3)
    #[arg(long, env = "RAVENCLAWS_SWARM_MAX_DEPTH", default_value = "3")]
    swarm_max_depth: usize,

    /// Maximum workers in the swarm (v0.9, default: 100)
    #[arg(long, env = "RAVENCLAWS_SWARM_MAX_WORKERS", default_value = "100")]
    swarm_max_workers: usize,

    /// Enable dynamic role assignment (v0.9)
    #[arg(long, env = "RAVENCLAWS_SWARM_DYNAMIC_ROLES")]
    swarm_dynamic_roles: bool,

    /// Worker profiles file path (v0.9, JSON)
    #[arg(long, env = "RAVENCLAWS_SWARM_PROFILES")]
    swarm_profiles: Option<String>,

    /// Enable inter-agent communication in swarm mode (v0.9)
    #[arg(long, env = "RAVENCLAWS_SWARM_COMMUNICATION")]
    swarm_communication: bool,

    /// Enable swarm health monitoring (v0.9)
    #[arg(long, env = "RAVENCLAWS_SWARM_HEALTH_MONITORING")]
    swarm_health_monitoring: bool,

    /// When set, treat any non-tool-call response as completion (no FINAL: required).
    /// This is now the DEFAULT behavior. Use --require-final for the old behavior.
    #[arg(long, env = "RAVENCLAWS_NO_FINAL_REQUIRED")]
    no_final_required: bool,

    /// Require FINAL: marker for agent loop completion (inverse of --no-final-required).
    /// When set, the agent will only consider a response complete if it contains "FINAL:".
    #[arg(long, env = "RAVENCLAWS_REQUIRE_FINAL")]
    require_final: bool,

    /// Image file(s) to attach to the user message (multi-modal input, v1.1.0).
    /// Supported formats: PNG, JPEG, GIF, WebP. Can be specified multiple times.
    #[arg(long = "image", short = 'I', env = "RAVENCLAWS_IMAGE")]
    images: Vec<String>,

    // ── Multi-agent pattern flags (v0.9.13) ──
    /// Maximum debate rounds (default: 3)
    #[arg(long, env = "RAVENCLAWS_PATTERN_MAX_ROUNDS", default_value = "3")]
    pattern_max_rounds: usize,

    /// Maximum review-loop iterations (default: 3)
    #[arg(long, env = "RAVENCLAWS_PATTERN_MAX_REVIEW", default_value = "3")]
    pattern_max_review: usize,

    /// Number of research agents (default: 3)
    #[arg(long, env = "RAVENCLAWS_PATTERN_RESEARCH_AGENTS", default_value = "3")]
    pattern_research_agents: usize,

    /// Number of voters (default: 3)
    #[arg(long, env = "RAVENCLAWS_PATTERN_VOTERS", default_value = "3")]
    pattern_voters: usize,

    /// Show verbose intermediate results for patterns
    #[arg(long, env = "RAVENCLAWS_PATTERN_VERBOSE")]
    pattern_verbose: bool,
}

/// A shared shutdown flag that can be checked by running modes.
/// Set to true when SIGTERM or SIGINT is received.
#[derive(Clone)]
struct ShutdownFlag {
    triggered: Arc<AtomicBool>,
}

impl ShutdownFlag {
    fn new() -> Self {
        Self {
            triggered: Arc::new(AtomicBool::new(false)),
        }
    }

    /// Returns true if a shutdown signal has been received.
    fn is_shutting_down(&self) -> bool {
        self.triggered.load(Ordering::Relaxed)
    }

    /// Spawns a task that listens for SIGTERM/SIGINT and sets the flag.
    /// Returns the flag handle for checking shutdown status.
    fn spawn() -> Self {
        let flag = Self::new();
        let flag_clone = flag.clone();
        tokio::spawn(async move {
            // Use a stream to handle both SIGTERM and SIGINT
            let sigterm = signal::unix::signal(signal::unix::SignalKind::terminate());
            let sigint = signal::unix::signal(signal::unix::SignalKind::interrupt());

            let signal_name = match (sigterm, sigint) {
                (Ok(mut term), Ok(mut int)) => {
                    tokio::select! {
                        _ = term.recv() => "SIGTERM",
                        _ = int.recv() => "SIGINT",
                    }
                }
                _ => {
                    // Fallback: Ctrl+C only (Windows or permission-denied)
                    let _ = signal::ctrl_c().await;
                    "SIGINT"
                }
            };

            info!(signal = %signal_name, "Shutdown signal received, initiating graceful shutdown");
            flag_clone.triggered.store(true, Ordering::Relaxed);
        });
        flag
    }
}

/// A guard that logs a shutdown message on drop.
/// Place at the end of each mode's scope to ensure graceful shutdown is visible.
struct ShutdownGuard {
    mode: &'static str,
}

impl ShutdownGuard {
    fn new(mode: &'static str) -> Self {
        Self { mode }
    }
}

impl Drop for ShutdownGuard {
    fn drop(&mut self) {
        info!(mode = self.mode, "RavenClaws shutdown complete");
    }
}

/// Waits until the shutdown flag is set.
/// Used with `tokio::select!` to interrupt long-running modes on signal.
async fn wait_for_shutdown(flag: &ShutdownFlag) {
    while !flag.is_shutting_down() {
        tokio::time::sleep(tokio::time::Duration::from_millis(200)).await;
    }
}

#[tokio::main]
async fn main() -> anyhow::Result<()> {
    let args = Args::parse();

    // Initialize logging
    let log_level = if args.verbose { "debug" } else { "info" };
    tracing_subscriber::registry()
        .with(
            tracing_subscriber::EnvFilter::try_from_default_env()
                .unwrap_or_else(|_| format!("ravenclaws={}", log_level).into()),
        )
        .with(tracing_subscriber::fmt::layer().json())
        .init();

    info!(version = env!("CARGO_PKG_VERSION"), "RavenClaws starting");

    // Initialize global shutdown flag for graceful shutdown (v0.9.11)
    let shutdown = ShutdownFlag::spawn();

    // Load configuration
    let mut config = config::Config::load(args.config.as_deref())?;

    // Apply OpenTelemetry CLI overrides (v0.7.2)
    if let Some(endpoint) = args.otel_endpoint {
        config.telemetry.otel_endpoint = Some(endpoint);
    }
    if let Some(service_name) = args.otel_service_name {
        config.telemetry.otel_service_name = Some(service_name);
    }
    if args.otel_disabled {
        config.telemetry.otel_disabled = true;
    }

    // Initialize OpenTelemetry tracing (v0.7.2)
    let _otel_guard = telemetry::init_tracing(&config.telemetry)?;

    // Apply CLI overrides
    if let Some(provider) = args.provider {
        config.llm.provider = match provider.to_lowercase().as_str() {
            "openrouter" => config::LLMProvider::OpenRouter,
            "ollama" => config::LLMProvider::Ollama,
            "openai" => config::LLMProvider::OpenAI,
            "anthropic" => config::LLMProvider::Anthropic,
            "openai-compatible" | "openai_compatible" => config::LLMProvider::OpenAICompatible,
            "azure" => config::LLMProvider::Azure,
            _ => config::LLMProvider::LiteLLM,
        };
    }
    if let Some(endpoint) = args.endpoint {
        config.llm.endpoint = endpoint;
    }
    if let Some(model) = args.model {
        config.llm.model = model;
    }
    if let Some(system_prompt) = args.system_prompt {
        config.llm.system_prompt = system_prompt;
    }
    // v0.5: Apply token budget and retry settings
    if let Some(budget) = args.token_budget {
        config.llm.token_budget = Some(budget);
    }
    config.llm.retry_max = args.retry_max;
    config.llm.retry_base_delay_ms = args.retry_base_delay_ms;

    info!(mode = %args.mode, "Configuration loaded");

    // Run as MCP server if --mcp-server is set (v0.7)
    if args.mcp_server {
        info!("Starting in MCP server mode");
        let registry = tools::ToolRegistry::with_config(&config);
        let mut server = mcp::McpServer::new(registry);
        server
            .run()
            .await
            .map_err(|e| anyhow::anyhow!("MCP server error: {}", e))?;
        info!("RavenClaws MCP server shutdown complete");
        return Ok(());
    }

    // Run as MCP SSE server if --mcp-sse-server is set (v0.9.16)
    if args.mcp_sse_server {
        info!(
            host = %args.mcp_sse_host,
            port = %args.mcp_sse_port,
            "Starting in MCP SSE server mode"
        );
        let registry = tools::ToolRegistry::with_config(&config);
        let mut server =
            mcp::McpSseServer::new(registry, args.mcp_sse_host.clone(), args.mcp_sse_port);
        // Create a watch channel for shutdown
        let (shutdown_tx, shutdown_rx) = tokio::sync::watch::channel(false);
        let shutdown_flag = shutdown.triggered.clone();

        // Spawn a task to trigger shutdown when the global flag is set
        tokio::spawn(async move {
            while !shutdown_flag.load(std::sync::atomic::Ordering::Relaxed) {
                tokio::time::sleep(tokio::time::Duration::from_millis(200)).await;
            }
            let _ = shutdown_tx.send(true);
        });

        server
            .run(shutdown_rx)
            .await
            .map_err(|e| anyhow::anyhow!("MCP SSE server error: {}", e))?;
        info!("RavenClaws MCP SSE server shutdown complete");
        return Ok(());
    }

    // Run as HTTP server if --serve is set (v0.7)
    if args.serve {
        info!("Starting in HTTP server mode");

        // Apply CLI overrides for server host/port
        if let Some(host) = args.server_host {
            config.runtime.host = Some(host);
        }
        if let Some(port) = args.server_port {
            config.runtime.port = port;
        }

        server::run_server(config).await?;
        info!("RavenClaws HTTP server shutdown complete");
        return Ok(());
    }

    // Initialize MCP client if --mcp-command is provided (v0.5.2)
    let mcp_client = if let Some(mcp_command) = &args.mcp_command {
        info!(command = %mcp_command, "Initializing MCP client");

        // Parse MCP args
        let mcp_args: Vec<String> = args
            .mcp_args
            .as_ref()
            .map(|s| s.split_whitespace().map(|s| s.to_string()).collect())
            .unwrap_or_default();

        // Parse MCP env vars
        let mut mcp_env = std::collections::HashMap::new();
        if let Some(env_str) = &args.mcp_env {
            for pair in env_str.split(',') {
                if let Some((key, value)) = pair.split_once('=') {
                    mcp_env.insert(key.trim().to_string(), value.trim().to_string());
                }
            }
        }

        let transport_config = mcp::McpTransportConfig::Stdio {
            command: mcp_command.clone(),
            args: mcp_args,
            env: mcp_env,
        };

        let mut client = mcp::McpClient::new(transport_config);
        match client.connect().await {
            Ok(()) => {
                info!(server = ?client.server_info(), "MCP client connected");
                Some(std::sync::Arc::new(tokio::sync::RwLock::new(client)))
            }
            Err(e) => {
                warn!(error = %e, "Failed to connect to MCP server, continuing without MCP tools");
                None
            }
        }
    } else {
        None
    };

    // Initialize RavenFabric client (v0.6.1) — must be before --exec mode
    let ravenfabric = ravenfabric::RavenFabricClient::new(&config.ravenfabric);
    if let Some(ref rf) = ravenfabric {
        info!(
            endpoint = %rf.endpoint().unwrap_or("unknown"),
            agent_id = ?rf.agent_id(),
            remote_exec = rf.is_enabled(),
            "RavenFabric integration enabled"
        );
    } else {
        info!("RavenFabric not configured — remote execution disabled");
    }

    // Load image attachments for multi-modal input (v1.1.0)
    let image_data_uris: Vec<String> = if args.images.is_empty() {
        Vec::new()
    } else {
        info!(count = args.images.len(), "Loading image attachments");
        args.images
            .iter()
            .map(|path| {
                llm::load_image(std::path::Path::new(path))
                    .map_err(|e| anyhow::anyhow!("Failed to load image '{}': {}", path, e))
            })
            .collect::<anyhow::Result<Vec<String>>>()?
    };

    // Handle --exec one-shot mode (uses agent loop for multi-step reasoning with security)
    if let Some(exec_prompt) = args.exec {
        info!("Running in --exec mode with security-integrated agent loop");
        let system_prompt = &config.llm.system_prompt;

        // Build fallback chain from multi-model configs (v0.9.8)
        let fallback_chain = if config.llms.len() > 1 {
            let chain = llm::ProviderFallbackChain::new(config.llms.clone());
            // Apply token budget if configured
            let chain = if let Some(budget) = config.llm.token_budget {
                chain.with_token_budget(llm::TokenBudget::new(budget, 0.0))
            } else {
                chain
            };
            Some(Arc::new(std::sync::Mutex::new(chain)))
        } else {
            None
        };

        // Build token budget from config (v0.9.8)
        let token_budget = config.llm.token_budget.map(|max_tokens| {
            Arc::new(std::sync::Mutex::new(llm::TokenBudget::new(
                max_tokens, 0.0,
            )))
        });

        let loop_config = agent::AgentLoopConfig {
            max_iterations: args.max_iterations,
            enable_tools: true,
            require_approval: args.require_approval,
            prompt_injection_protection: config.security.prompt_injection_protection,
            token_lifetime_secs: config.security.token_lifetime_secs,
            no_final_required: if args.require_final {
                false
            } else {
                args.no_final_required
            },
            fallback_chain,
            token_budget,
            ravenfabric: ravenfabric.clone(),
            checkpoint_dir: None,
            session_id: None,
            metrics_callback: None,
            load_manager: None,
            retry_config: None,
        };

        // Build a configured tool registry (respects web_search endpoint from config)
        let mut tool_registry = tools::ToolRegistry::with_config(&config);

        // Register MCP tools from config-based servers (v0.9.6)
        if !config.mcp.servers.is_empty() {
            info!(
                server_count = config.mcp.servers.len(),
                "Initializing MCP clients from config for --exec mode"
            );
            let mcp_manager = mcp::McpClientManager::from_config(&config.mcp).await;
            let registered = mcp_manager.register_all_tools(&mut tool_registry).await;
            info!(
                connected = mcp_manager.len(),
                tools_registered = registered,
                "MCP tools registered from config for --exec mode"
            );
        }

        let tool_registry = Some(tool_registry);

        let response = if !config.llms.is_empty() {
            let multi_llm = llm::MultiModelManager::new(config.llms.clone())?;
            if let Some(client) = multi_llm.get_client(0) {
                if image_data_uris.is_empty() {
                    agent::run_agent_loop_with_mcp_and_registry(
                        client.clone(),
                        &exec_prompt,
                        system_prompt,
                        loop_config,
                        mcp_client,
                        tool_registry,
                    )
                    .await?
                } else {
                    agent::run_agent_loop_with_mcp_and_images(
                        client.clone(),
                        &exec_prompt,
                        system_prompt,
                        loop_config,
                        mcp_client,
                        tool_registry,
                        image_data_uris.clone(),
                    )
                    .await?
                }
            } else {
                anyhow::bail!("No LLM providers available for --exec mode");
            }
        } else {
            let llm = llm::create_client(&config.llm)?;
            if image_data_uris.is_empty() {
                agent::run_agent_loop_with_mcp_and_registry(
                    llm,
                    &exec_prompt,
                    system_prompt,
                    loop_config,
                    mcp_client,
                    tool_registry,
                )
                .await?
            } else {
                agent::run_agent_loop_with_mcp_and_images(
                    llm,
                    &exec_prompt,
                    system_prompt,
                    loop_config,
                    mcp_client,
                    tool_registry,
                    image_data_uris.clone(),
                )
                .await?
            }
        };
        println!("{}", response);
        info!("RavenClaws shutdown complete");
        return Ok(());
    }

    // Initialize background task manager (v0.8)
    let bg_manager = background::BackgroundTaskManager::from_config(&config.runtime).await?;

    // Resume incomplete background tasks if --task-resume is set (v0.8)
    if args.task_resume {
        let incomplete = bg_manager.resume_incomplete().await;
        if incomplete.is_empty() {
            info!("No incomplete background tasks to resume");
        } else {
            info!(
                count = incomplete.len(),
                "Resuming incomplete background tasks"
            );
            for task_id in &incomplete {
                info!(task_id = %task_id, "Resuming background task");
                let llm = llm::create_client(&config.llm)?;
                let bg = bg_manager.clone();
                let tid = task_id.clone();
                tokio::spawn(async move {
                    if let Err(e) = bg.execute(&tid, llm).await {
                        warn!(task_id = %tid, error = %e, "Background task resume failed");
                    }
                });
            }
        }
    }

    // Handle --task-list: list all background tasks (v0.8)
    if args.task_list {
        let tasks = bg_manager.list_tasks().await;
        if tasks.is_empty() {
            println!("No background tasks found.");
        } else {
            println!("{:<38} {:<10} {:<30} PROMPT", "ID", "STATUS", "CREATED");
            println!("{}", "-".repeat(100));
            for task in &tasks {
                let prompt_preview = if task.prompt.len() > 40 {
                    format!("{}...", &task.prompt[..40])
                } else {
                    task.prompt.clone()
                };
                println!(
                    "{:<38} {:<10} {:<30} {}",
                    task.id, task.status, task.created_at, prompt_preview
                );
            }
        }
        info!("RavenClaws shutdown complete");
        return Ok(());
    }

    // Handle --task-status: check a specific task (v0.8)
    if let Some(task_id) = args.task_status {
        match bg_manager.get_task(&task_id).await {
            Ok(task) => {
                println!("Task ID:     {}", task.id);
                println!("Status:      {}", task.status);
                println!("Created:     {}", task.created_at);
                println!("Updated:     {}", task.updated_at);
                println!("Prompt:      {}", task.prompt);
                if let Some(result) = &task.result {
                    println!("Result:      {}", result);
                }
                if let Some(error) = &task.error {
                    println!("Error:       {}", error);
                }
                if let Some(provider) = &task.provider {
                    println!("Provider:    {}", provider);
                }
                if let Some(model) = &task.model {
                    println!("Model:       {}", model);
                }
                println!("Iterations:  {}", task.iterations);
            }
            Err(e) => {
                eprintln!("Error: {}", e);
            }
        }
        info!("RavenClaws shutdown complete");
        return Ok(());
    }

    // Handle --task-cancel: cancel a background task (v0.8)
    if let Some(task_id) = args.task_cancel {
        match bg_manager.cancel(&task_id).await {
            Ok(()) => println!("Task '{}' cancelled.", task_id),
            Err(e) => eprintln!("Error: {}", e),
        }
        info!("RavenClaws shutdown complete");
        return Ok(());
    }

    // Handle --background mode: submit task and return immediately (v0.8)
    if args.background {
        info!("Running in background task submission mode");
        let system_prompt = &config.llm.system_prompt;

        // Read prompt from stdin if not provided via --exec
        let prompt = if let Some(exec_prompt) = args.exec {
            exec_prompt
        } else {
            // Read from stdin
            let mut input = String::new();
            use std::io::Read;
            let stdin = std::io::stdin();
            let mut handle = stdin.lock();
            handle.read_to_string(&mut input)?;
            if input.trim().is_empty() {
                anyhow::bail!("No prompt provided. Use --exec or pipe input to stdin.");
            }
            input.trim().to_string()
        };

        let task_id = bg_manager.submit(prompt, system_prompt.clone()).await?;
        println!("{}", task_id);

        // Execute the task in the background
        let bg = bg_manager.clone();
        let tid = task_id.clone();
        let llm = llm::create_client(&config.llm)?;
        tokio::spawn(async move {
            if let Err(e) = bg.execute(&tid, llm).await {
                warn!(task_id = %tid, error = %e, "Background task execution failed");
            }
        });

        info!(task_id = %task_id, "Background task submitted, returning immediately");
        info!("RavenClaws shutdown complete");
        return Ok(());
    }

    // Handle --eval mode: run eval suite (v0.9)
    if let Some(eval_path) = args.eval {
        info!(path = %eval_path, "Running eval suite");
        let eval_config = eval::EvalConfig::from_file(&eval_path)?;
        let llm = llm::create_client(&config.llm)?;
        let runner = eval::EvalRunner::new(llm, eval_config);
        let report = runner.run_suite().await;
        if args.eval_json {
            println!("{}", report.format_json());
        } else {
            println!("{}", report.format_text());
        }
        info!("RavenClaws eval complete");
        return Ok(());
    }

    // Handle --scheduler mode: run configured triggers (v0.8)
    if args.scheduler {
        info!("Running in scheduler mode with configured triggers");

        let mut scheduler = scheduler::Scheduler::new(bg_manager.clone(), &config.scheduler);
        scheduler.set_webhook_port(args.webhook_port);
        scheduler.start().await?;

        info!(
            trigger_count = config.scheduler.triggers.len(),
            "Scheduler started — waiting for triggers"
        );

        // Wait for shutdown signal via unified flag
        while !shutdown.is_shutting_down() {
            tokio::time::sleep(tokio::time::Duration::from_millis(500)).await;
        }
        info!("Shutdown signal received, stopping scheduler...");

        scheduler.stop().await;
        info!("RavenClaws scheduler shutdown complete");
        return Ok(());
    }

    // Handle --heartbeat mode: autonomous heartbeat agent (v0.9)
    if args.heartbeat {
        info!("Running in autonomous heartbeat mode");

        // Determine goal: CLI arg > config > error
        let goal = if let Some(goal) = args.heartbeat_goal {
            goal
        } else if !config.heartbeat.goal.is_empty() {
            config.heartbeat.goal.clone()
        } else {
            anyhow::bail!(
                "No goal provided for heartbeat mode. Use --heartbeat-goal (e.g., --heartbeat-goal \"Monitor system health and report anomalies\") or set [heartbeat].goal in config."
            );
        };

        // Build heartbeat config from CLI overrides + config
        let hb_config = heartbeat::HeartbeatConfig {
            goal,
            tick_interval_secs: args.heartbeat_tick_interval,
            max_iterations_per_tick: config.heartbeat.max_iterations_per_tick,
            workdir: config.heartbeat.workdir.clone(),
            max_ticks: args.heartbeat_max_ticks,
            enable_tools: config.heartbeat.enable_tools,
        };

        let llm = llm::create_client(&config.llm)?;
        let mut agent =
            heartbeat::HeartbeatAgent::new(llm, hb_config, args.heartbeat_session).await?;

        // Wire up the shutdown flag for graceful termination (v0.9.11)
        agent.set_shutdown_flag(shutdown.triggered.clone());

        info!(
            heartbeat_id = %agent.id(),
            "Heartbeat agent initialized"
        );

        let result = agent.run().await?;
        println!("{}", result);
        info!("RavenClaws heartbeat complete");
        return Ok(());
    }

    // Handle --repl interactive mode
    if args.repl {
        info!("Running in interactive REPL mode");
        if !config.llms.is_empty() {
            let multi_llm = llm::MultiModelManager::new(config.llms.clone())?;
            if let Some(client) = multi_llm.get_client(0) {
                agent::run_repl(client.clone(), config).await?;
            } else {
                anyhow::bail!("No LLM providers available for --repl mode");
            }
        } else {
            let llm = llm::create_client(&config.llm)?;
            agent::run_repl(llm, config).await?;
        }
        info!("RavenClaws shutdown complete");
        return Ok(());
    }

    // Apply swarm CLI overrides (v0.9)
    config.swarm.topology = match args.swarm_topology.to_lowercase().as_str() {
        "mesh" => swarm::SwarmTopology::Mesh,
        "hierarchical" => swarm::SwarmTopology::Hierarchical,
        "hybrid" => swarm::SwarmTopology::Hybrid,
        _ => swarm::SwarmTopology::Star,
    };
    config.swarm.max_depth = args.swarm_max_depth;
    config.swarm.max_workers = args.swarm_max_workers;
    if args.swarm_dynamic_roles {
        config.swarm.dynamic_role_assignment = true;
    }
    if args.swarm_communication {
        config.swarm.enable_agent_communication = true;
    }
    if args.swarm_health_monitoring {
        config.swarm.enable_health_monitoring = true;
    }

    // Load worker profiles from file if specified
    if let Some(profiles_path) = args.swarm_profiles {
        match std::fs::read_to_string(&profiles_path) {
            Ok(content) => match serde_json::from_str::<Vec<swarm::WorkerProfile>>(&content) {
                Ok(profiles) => {
                    config.swarm.profiles = profiles;
                    info!(
                        count = config.swarm.profiles.len(),
                        path = %profiles_path,
                        "Loaded worker profiles"
                    );
                }
                Err(e) => {
                    warn!(
                        error = %e,
                        path = %profiles_path,
                        "Failed to parse worker profiles, using defaults"
                    );
                }
            },
            Err(e) => {
                warn!(
                    error = %e,
                    path = %profiles_path,
                    "Failed to read worker profiles file, using defaults"
                );
            }
        }
    }

    // Determine if multi-model or single-provider mode
    let has_multi_model = !config.llms.is_empty();

    // Run the selected mode with graceful shutdown support.
    // Long-running modes (single/swarm/supervisor/orchestrate) are spawned in a task
    // so that SIGTERM/SIGINT can trigger a graceful exit.
    let mode_result: anyhow::Result<()> = if has_multi_model {
        info!(providers = config.llms.len(), "Multi-model mode enabled");

        // Create multi-model manager
        let multi_llm = llm::MultiModelManager::new(config.llms.clone())?;

        for i in 0..multi_llm.client_count() {
            if let Some(client) = multi_llm.get_client(i) {
                info!(
                    provider = client.provider_name(),
                    model = client.model(),
                    "Provider initialized"
                );
            }
        }

        // Run agent based on mode with multi-model support
        match args.mode.as_str() {
            "single" => {
                let guard = ShutdownGuard::new("single (multi-model)");
                info!("Running in single agent mode (multi-model)");
                let mode_fut = agent::run_single_multi(multi_llm, config, ravenfabric);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting single agent mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            "swarm" => {
                let guard = ShutdownGuard::new("swarm (multi-model)");
                info!("Running in swarm mode (multi-model)");
                let mode_fut = agent::run_swarm_multi(multi_llm, config, ravenfabric);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting swarm mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            "supervisor" => {
                let guard = ShutdownGuard::new("supervisor (multi-model)");
                info!("Running in supervisor mode (multi-model)");
                let mode_fut = agent::run_supervisor_multi(multi_llm, config, ravenfabric);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting supervisor mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            "orchestrate" => {
                let guard = ShutdownGuard::new("orchestrate (multi-model)");
                info!("Running in swarm orchestration mode (multi-model)");
                let mut orchestrator = swarm::SwarmOrchestrator::new(
                    config.swarm.clone(),
                    None,
                    Some(multi_llm),
                    ravenfabric,
                );
                orchestrator.init().await?;
                let task = "Complete the assigned task using available providers.";
                let result = orchestrator.orchestrate(task).await?;
                println!("{}", result);
                drop(guard);
                Ok(())
            }
            // ── Multi-agent patterns (multi-model, v0.9.13) ──
            "debate" => {
                let guard = ShutdownGuard::new("debate (multi-model)");
                info!("Running in debate mode (multi-model)");
                let pattern_cfg = patterns::PatternConfig {
                    max_rounds: args.pattern_max_rounds,
                    max_review_iterations: args.pattern_max_review,
                    research_agent_count: args.pattern_research_agents,
                    voter_count: args.pattern_voters,
                    verbose: args.pattern_verbose,
                };
                let mode_fut =
                    patterns::run_debate_multi(multi_llm, config, ravenfabric, pattern_cfg);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting debate mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            "review-loop" | "review_loop" => {
                let guard = ShutdownGuard::new("review-loop (multi-model)");
                info!("Running in review-loop mode (multi-model)");
                let pattern_cfg = patterns::PatternConfig {
                    max_rounds: args.pattern_max_rounds,
                    max_review_iterations: args.pattern_max_review,
                    research_agent_count: args.pattern_research_agents,
                    voter_count: args.pattern_voters,
                    verbose: args.pattern_verbose,
                };
                let mode_fut =
                    patterns::run_review_loop_multi(multi_llm, config, ravenfabric, pattern_cfg);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting review-loop mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            "research-synthesize" | "research_synthesize" => {
                let guard = ShutdownGuard::new("research-synthesize (multi-model)");
                info!("Running in research-synthesize mode (multi-model)");
                let pattern_cfg = patterns::PatternConfig {
                    max_rounds: args.pattern_max_rounds,
                    max_review_iterations: args.pattern_max_review,
                    research_agent_count: args.pattern_research_agents,
                    voter_count: args.pattern_voters,
                    verbose: args.pattern_verbose,
                };
                let mode_fut = patterns::run_research_synthesize_multi(
                    multi_llm,
                    config,
                    ravenfabric,
                    pattern_cfg,
                );
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting research-synthesize mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            "voting" => {
                let guard = ShutdownGuard::new("voting (multi-model)");
                info!("Running in voting mode (multi-model)");
                let pattern_cfg = patterns::PatternConfig {
                    max_rounds: args.pattern_max_rounds,
                    max_review_iterations: args.pattern_max_review,
                    research_agent_count: args.pattern_research_agents,
                    voter_count: args.pattern_voters,
                    verbose: args.pattern_verbose,
                };
                let mode_fut =
                    patterns::run_voting_multi(multi_llm, config, ravenfabric, pattern_cfg);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting voting mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            _ => {
                anyhow::bail!(
                    "Unknown mode: {}. Use: single, swarm, supervisor, orchestrate, debate, review-loop, research-synthesize, or voting",
                    args.mode
                );
            }
        }
    } else {
        // Single provider mode
        let provider_name = match config.llm.provider {
            config::LLMProvider::LiteLLM => "LiteLLM",
            config::LLMProvider::OpenRouter => "OpenRouter",
            config::LLMProvider::Ollama => "Ollama",
            config::LLMProvider::OpenAI => "OpenAI",
            config::LLMProvider::Anthropic => "Anthropic",
            config::LLMProvider::OpenAICompatible => "OpenAI-Compatible",
            config::LLMProvider::Azure => "Azure OpenAI",
        };

        info!(provider = provider_name, endpoint = %config.llm.endpoint, model = %config.llm.model, "LLM client initialized");

        // Create appropriate client based on provider
        let llm = llm::create_client(&config.llm)?;
        info!(
            provider = llm.provider_name(),
            model = llm.model(),
            "Provider ready"
        );

        // Run agent based on mode
        match args.mode.as_str() {
            "single" => {
                let guard = ShutdownGuard::new("single");
                info!("Running in single agent mode");
                let mode_fut = agent::run_single(llm, config, ravenfabric);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting single agent mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            "swarm" => {
                let guard = ShutdownGuard::new("swarm");
                info!("Running in swarm mode");
                let mode_fut = agent::run_swarm(llm, config, ravenfabric);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting swarm mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            "supervisor" => {
                let guard = ShutdownGuard::new("supervisor");
                info!("Running in supervisor mode");
                let mode_fut = agent::run_supervisor(llm, config, ravenfabric);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting supervisor mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            "orchestrate" => {
                let guard = ShutdownGuard::new("orchestrate");
                info!("Running in swarm orchestration mode");
                let mut orchestrator = swarm::SwarmOrchestrator::new(
                    config.swarm.clone(),
                    Some(llm),
                    None,
                    ravenfabric,
                );
                orchestrator.init().await?;
                let task = "Complete the assigned task using available providers.";
                let result = orchestrator.orchestrate(task).await?;
                println!("{}", result);
                drop(guard);
                Ok(())
            }
            // ── Multi-agent patterns (v0.9.13) ──
            "debate" => {
                let guard = ShutdownGuard::new("debate");
                info!("Running in debate mode");
                let pattern_cfg = patterns::PatternConfig {
                    max_rounds: args.pattern_max_rounds,
                    max_review_iterations: args.pattern_max_review,
                    research_agent_count: args.pattern_research_agents,
                    voter_count: args.pattern_voters,
                    verbose: args.pattern_verbose,
                };
                let mode_fut = patterns::run_debate(llm, config, ravenfabric, pattern_cfg);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting debate mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            "review-loop" | "review_loop" => {
                let guard = ShutdownGuard::new("review-loop");
                info!("Running in review-loop mode");
                let pattern_cfg = patterns::PatternConfig {
                    max_rounds: args.pattern_max_rounds,
                    max_review_iterations: args.pattern_max_review,
                    research_agent_count: args.pattern_research_agents,
                    voter_count: args.pattern_voters,
                    verbose: args.pattern_verbose,
                };
                let mode_fut = patterns::run_review_loop(llm, config, ravenfabric, pattern_cfg);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting review-loop mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            "research-synthesize" | "research_synthesize" => {
                let guard = ShutdownGuard::new("research-synthesize");
                info!("Running in research-synthesize mode");
                let pattern_cfg = patterns::PatternConfig {
                    max_rounds: args.pattern_max_rounds,
                    max_review_iterations: args.pattern_max_review,
                    research_agent_count: args.pattern_research_agents,
                    voter_count: args.pattern_voters,
                    verbose: args.pattern_verbose,
                };
                let mode_fut =
                    patterns::run_research_synthesize(llm, config, ravenfabric, pattern_cfg);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting research-synthesize mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            "voting" => {
                let guard = ShutdownGuard::new("voting");
                info!("Running in voting mode");
                let pattern_cfg = patterns::PatternConfig {
                    max_rounds: args.pattern_max_rounds,
                    max_review_iterations: args.pattern_max_review,
                    research_agent_count: args.pattern_research_agents,
                    voter_count: args.pattern_voters,
                    verbose: args.pattern_verbose,
                };
                let mode_fut = patterns::run_voting(llm, config, ravenfabric, pattern_cfg);
                tokio::select! {
                    result = mode_fut => result?,
                    _ = wait_for_shutdown(&shutdown) => {
                        info!("Shutdown signal received, exiting voting mode");
                    }
                }
                drop(guard);
                Ok(())
            }
            _ => {
                anyhow::bail!(
                    "Unknown mode: {}. Use: single, swarm, supervisor, orchestrate, debate, review-loop, research-synthesize, or voting",
                    args.mode
                );
            }
        }
    };

    // Propagate any mode error
    mode_result?;

    info!("RavenClaws shutdown complete");
    Ok(())
}

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

    #[test]
    fn test_cli_default_args() {
        // Verify the CLI struct can be constructed with defaults
        let args = Args::parse_from(["ravenclaws"]);
        assert_eq!(args.mode, "single");
        assert!(!args.verbose);
        assert!(args.config.is_none());
        assert!(args.exec.is_none());
        assert!(args.provider.is_none());
        assert!(args.endpoint.is_none());
        assert!(args.model.is_none());
    }

    #[test]
    fn test_cli_custom_args() {
        let args = Args::parse_from([
            "ravenclaws",
            "--config",
            "/tmp/config.toml",
            "--mode",
            "swarm",
            "--verbose",
            "--exec",
            "Hello",
            "--provider",
            "ollama",
            "--endpoint",
            "http://localhost:11434",
            "--model",
            "llama3.1",
        ]);
        assert_eq!(args.config.unwrap(), "/tmp/config.toml");
        assert_eq!(args.mode, "swarm");
        assert!(args.verbose);
        assert_eq!(args.exec.unwrap(), "Hello");
        assert_eq!(args.provider.unwrap(), "ollama");
        assert_eq!(args.endpoint.unwrap(), "http://localhost:11434");
        assert_eq!(args.model.unwrap(), "llama3.1");
    }

    #[test]
    fn test_cli_short_args() {
        let args = Args::parse_from([
            "ravenclaws",
            "-c",
            "/tmp/config.toml",
            "-m",
            "supervisor",
            "-v",
            "-e",
            "test prompt",
        ]);
        assert_eq!(args.config.unwrap(), "/tmp/config.toml");
        assert_eq!(args.mode, "supervisor");
        assert!(args.verbose);
        assert_eq!(args.exec.unwrap(), "test prompt");
    }

    #[test]
    fn test_cli_invalid_mode() {
        let args = Args::parse_from(["ravenclaws", "--mode", "invalid"]);
        assert_eq!(args.mode, "invalid");
        // The mode validation happens at runtime, not in clap
    }

    #[test]
    fn test_cli_provider_mapping() {
        // Test that provider strings map correctly
        let test_cases = vec![
            ("litellm", config::LLMProvider::LiteLLM),
            ("openrouter", config::LLMProvider::OpenRouter),
            ("ollama", config::LLMProvider::Ollama),
            ("openai", config::LLMProvider::OpenAI),
            ("azure", config::LLMProvider::Azure),
            ("unknown", config::LLMProvider::LiteLLM), // default
        ];

        for (input, expected) in test_cases {
            let mapped = match input.to_lowercase().as_str() {
                "openrouter" => config::LLMProvider::OpenRouter,
                "ollama" => config::LLMProvider::Ollama,
                "openai" => config::LLMProvider::OpenAI,
                "azure" => config::LLMProvider::Azure,
                _ => config::LLMProvider::LiteLLM,
            };
            assert_eq!(mapped, expected, "Provider mapping failed for '{}'", input);
        }
    }

    #[test]
    fn test_cli_provider_mapping_case_insensitive() {
        let test_cases = vec![
            ("OpenRouter", config::LLMProvider::OpenRouter),
            ("OPENAI", config::LLMProvider::OpenAI),
            ("Ollama", config::LLMProvider::Ollama),
            ("LiteLLM", config::LLMProvider::LiteLLM),
        ];

        for (input, expected) in test_cases {
            let mapped = match input.to_lowercase().as_str() {
                "openrouter" => config::LLMProvider::OpenRouter,
                "ollama" => config::LLMProvider::Ollama,
                "openai" => config::LLMProvider::OpenAI,
                _ => config::LLMProvider::LiteLLM,
            };
            assert_eq!(
                mapped, expected,
                "Case-insensitive mapping failed for '{}'",
                input
            );
        }
    }

    #[test]
    fn test_cli_verbose_flag() {
        let args = Args::parse_from(["ravenclaws", "--verbose"]);
        assert!(args.verbose);

        let args = Args::parse_from(["ravenclaws"]);
        assert!(!args.verbose);
    }

    #[test]
    fn test_cli_env_var_mapping() {
        // Verify that env var names match CLI args
        // RAVENCLAWS_CONFIG → config
        // RAVENCLAWS_VERBOSE → verbose
        // RAVENCLAWS_PROVIDER → provider
        // RAVENCLAWS_ENDPOINT → endpoint
        // RAVENCLAWS_MODEL → model
        let args = Args::parse_from(["ravenclaws"]);
        assert_eq!(args.config, None);
        assert!(!args.verbose);
        assert_eq!(args.provider, None);
        assert_eq!(args.endpoint, None);
        assert_eq!(args.model, None);
    }

    #[test]
    fn test_cli_exec_with_provider() {
        let args = Args::parse_from([
            "ravenclaws",
            "--exec",
            "test prompt",
            "--provider",
            "openai",
        ]);
        assert_eq!(args.exec.unwrap(), "test prompt");
        assert_eq!(args.provider.unwrap(), "openai");
    }

    #[test]
    fn test_cli_mode_dispatch_single() {
        let args = Args::parse_from(["ravenclaws", "--mode", "single"]);
        assert_eq!(args.mode, "single");
    }

    #[test]
    fn test_cli_mode_dispatch_swarm() {
        let args = Args::parse_from(["ravenclaws", "--mode", "swarm"]);
        assert_eq!(args.mode, "swarm");
    }

    #[test]
    fn test_cli_mode_dispatch_supervisor() {
        let args = Args::parse_from(["ravenclaws", "--mode", "supervisor"]);
        assert_eq!(args.mode, "supervisor");
    }

    #[test]
    fn test_cli_endpoint_override() {
        let args = Args::parse_from(["ravenclaws", "--endpoint", "https://custom.api.com"]);
        assert_eq!(args.endpoint.unwrap(), "https://custom.api.com");
    }

    #[test]
    fn test_cli_model_override() {
        let args = Args::parse_from(["ravenclaws", "--model", "gpt-4-turbo"]);
        assert_eq!(args.model.unwrap(), "gpt-4-turbo");
    }

    #[test]
    fn test_cli_all_overrides() {
        let args = Args::parse_from([
            "ravenclaws",
            "--provider",
            "ollama",
            "--endpoint",
            "http://localhost:11434",
            "--model",
            "llama3.1",
            "--verbose",
        ]);
        assert_eq!(args.provider.unwrap(), "ollama");
        assert_eq!(args.endpoint.unwrap(), "http://localhost:11434");
        assert_eq!(args.model.unwrap(), "llama3.1");
        assert!(args.verbose);
    }

    #[test]
    fn test_cli_provider_mapping_all_variants() {
        // Test all provider mappings including edge cases
        let test_cases = vec![
            ("litellm", config::LLMProvider::LiteLLM),
            ("openrouter", config::LLMProvider::OpenRouter),
            ("ollama", config::LLMProvider::Ollama),
            ("openai", config::LLMProvider::OpenAI),
            ("LiteLLM", config::LLMProvider::LiteLLM),
            ("OpenRouter", config::LLMProvider::OpenRouter),
            ("OLLAMA", config::LLMProvider::Ollama),
            ("OpenAI", config::LLMProvider::OpenAI),
            ("", config::LLMProvider::LiteLLM),
            ("unknown", config::LLMProvider::LiteLLM),
            ("MIXED_CASE", config::LLMProvider::LiteLLM),
        ];

        for (input, expected) in test_cases {
            let mapped = match input.to_lowercase().as_str() {
                "openrouter" => config::LLMProvider::OpenRouter,
                "ollama" => config::LLMProvider::Ollama,
                "openai" => config::LLMProvider::OpenAI,
                _ => config::LLMProvider::LiteLLM,
            };
            assert_eq!(mapped, expected, "Mapping failed for '{}'", input);
        }
    }

    #[test]
    fn test_cli_version_env() {
        // Verify that the version is set from CARGO_PKG_VERSION
        assert!(!env!("CARGO_PKG_VERSION").is_empty());
    }
}