1use super::conversation::WorkflowMode;
2
3#[derive(Clone, Copy, Debug, Eq, PartialEq)]
4pub(crate) enum QueryIntentClass {
5 ProductTruth,
6 RuntimeDiagnosis,
7 RepoArchitecture,
8 Toolchain,
9 Capability,
10 Implementation,
11 Unknown,
12}
13
14#[derive(Clone, Copy, Debug, Eq, PartialEq)]
15pub(crate) enum DirectAnswerKind {
16 About,
17 LanguageCapability,
18 UnsafeWorkflowPressure,
19 SessionMemory,
20 RecoveryRecipes,
21 McpLifecycle,
22 AuthorizationPolicy,
23 ToolClasses,
24 ToolRegistryOwnership,
25 SessionResetSemantics,
26 ProductSurface,
27 ReasoningSplit,
28 Identity,
29 WorkflowModes,
30 GemmaNative,
31 GemmaNativeSettings,
32 VerifyProfiles,
33 Toolchain,
34 ArchitectSessionResetPlan,
35}
36
37#[derive(Clone, Copy, Debug)]
38pub(crate) struct QueryIntent {
39 pub(crate) primary_class: QueryIntentClass,
40 pub(crate) direct_answer: Option<DirectAnswerKind>,
41 pub(crate) grounded_trace_mode: bool,
42 pub(crate) capability_mode: bool,
43 pub(crate) capability_needs_repo: bool,
44 pub(crate) toolchain_mode: bool,
45 pub(crate) host_inspection_mode: bool,
46 pub(crate) maintainer_workflow_mode: bool,
47 pub(crate) workspace_workflow_mode: bool,
48 pub(crate) architecture_overview_mode: bool,
49}
50
51fn contains_any(haystack: &str, needles: &[&str]) -> bool {
52 needles.iter().any(|needle| haystack.contains(needle))
53}
54
55fn contains_all(haystack: &str, needles: &[&str]) -> bool {
56 needles.iter().all(|needle| haystack.contains(needle))
57}
58
59fn mentions_reset_commands(lower: &str) -> bool {
60 contains_all(lower, &["/clear", "/new", "/forget"])
61}
62
63fn mentions_stable_product_surface(lower: &str) -> bool {
64 contains_any(
65 lower,
66 &[
67 "stable product-surface question",
68 "stable product surface question",
69 "stable product-surface questions",
70 "stable product surface questions",
71 ],
72 )
73}
74
75fn mentions_product_truth_routing(lower: &str) -> bool {
76 let asks_decision_policy = contains_any(
77 lower,
78 &[
79 "how hematite decides",
80 "how does hematite decide",
81 "decides whether",
82 "decide whether",
83 ],
84 );
85 let asks_direct_vs_inspect_split = contains_any(
86 lower,
87 &[
88 "answered as stable product truth",
89 "stable product truth",
90 "stable product behavior",
91 "answer directly",
92 "direct answer",
93 "inspect the repository",
94 "inspect repository",
95 "repository implementation",
96 "repo implementation",
97 ],
98 );
99 asks_decision_policy && asks_direct_vs_inspect_split
100}
101
102fn mentions_broad_system_walkthrough(lower: &str) -> bool {
103 let asks_walkthrough = contains_any(
104 lower,
105 &[
106 "walk me through",
107 "walk through",
108 "how hematite is wired",
109 "understand how hematite is wired",
110 "major runtime pieces",
111 "normal message moves",
112 "moves from the tui to the model and back",
113 ],
114 );
115 let asks_multiple_runtime_areas = contains_any(
116 lower,
117 &[
118 "session recovery",
119 "tool policy",
120 "mcp state",
121 "mcp policy",
122 "files own the major runtime pieces",
123 "which files own",
124 "where session recovery",
125 "where tool policy",
126 "where mcp state",
127 ],
128 );
129 asks_walkthrough && asks_multiple_runtime_areas
130}
131
132fn mentions_capability_question(lower: &str) -> bool {
133 contains_any(
134 lower,
135 &[
136 "what can you do",
137 "what are you capable",
138 "can you make projects",
139 "can you build projects",
140 "do you know other coding languages",
141 "other coding languages",
142 "what languages",
143 "can you use the internet",
144 "internet research capabilities",
145 "what tools do you have",
146 ],
147 )
148}
149
150fn mentions_creator_question(lower: &str) -> bool {
151 contains_any(
152 lower,
153 &[
154 "who created you",
155 "who built you",
156 "who made you",
157 "who developed you",
158 "who engineered you",
159 "who engineered your architecture",
160 "who created hematite",
161 "who built hematite",
162 "who developed hematite",
163 "who engineered hematite",
164 "who maintains hematite",
165 "who authored hematite",
166 "who is the author",
167 "who wrote this",
168 "who made this app",
169 ],
170 )
171}
172
173fn capability_question_requires_repo_inspection(lower: &str) -> bool {
174 contains_any(
175 lower,
176 &[
177 "this repo",
178 "this repository",
179 "codebase",
180 "which files",
181 "implementation",
182 "in this project",
183 ],
184 )
185}
186
187fn mentions_host_inspection_question(lower: &str) -> bool {
188 let host_scope = contains_any(
189 lower,
190 &[
191 "path",
192 "package manager",
193 "package managers",
194 "env doctor",
195 "environment doctor",
196 "pip",
197 "winget",
198 "choco",
199 "scoop",
200 "network",
201 "adapter",
202 "dns",
203 "gateway",
204 "ip address",
205 "ipconfig",
206 "wifi",
207 "ethernet",
208 "service",
209 "services",
210 "daemon",
211 "startup type",
212 "process",
213 "processes",
214 "task manager",
215 "ram",
216 "cpu",
217 "memory",
218 "developer tools",
219 "toolchains",
220 "installed",
221 "desktop",
222 "downloads",
223 "folder",
224 "directory",
225 "local development",
226 "machine",
227 "computer",
228 "firewall",
229 "vpn",
230 "proxy",
231 "internet",
232 "online",
233 "connectivity",
234 "ssid",
235 "wireless",
236 "tcp connection",
237 "active connection",
238 "traceroute",
239 "tracert",
240 "dns cache",
241 "arp table",
242 "arp cache",
243 "route table",
244 "routing table",
245 "default gateway",
246 "next hop",
247 "power plan",
248 "power settings",
249 "uptime",
250 "reboot",
251 "health",
252 "report",
253 "bitlocker",
254 "rdp",
255 "remote desktop",
256 "vss",
257 "shadow copy",
258 "shadow copies",
259 "pagefile",
260 "virtual memory",
261 "swap",
262 "windows feature",
263 "optional feature",
264 "printer",
265 "print queue",
266 "winrm",
267 "psremoting",
268 "network stats",
269 "adapter stats",
270 "udp listening",
271 "udp port",
272 "session",
273 "logon",
274 "login",
275 "slat",
276 "error",
277 "warning",
278 "event",
279 "log",
280 "throughput",
281 "permission",
282 "access control",
283 "login",
284 "logon",
285 "registry",
286 "share",
287 "mbps",
288 "ad",
289 "sid",
290 "vm",
291 "hyper-v",
292 "hyperv",
293 "dhcp",
294 "lease",
295 ],
296 );
297 let host_action = contains_any(
298 lower,
299 &[
300 "inspect",
301 "count",
302 "tell me",
303 "summarize",
304 "how big",
305 "biggest",
306 "versions",
307 "duplicate",
308 "analyze",
309 "missing",
310 "ready",
311 "resolve",
312 "troubleshoot",
313 "show me",
314 "show",
315 "find",
316 "list",
317 "audit",
318 "test",
319 ],
320 );
321
322 host_scope && host_action
323}
324
325pub fn preferred_host_inspection_topic(user_input: &str) -> Option<&'static str> {
326 let lower = user_input.to_lowercase();
327 let asks_fix_plan = (lower.contains("fix")
328 || lower.contains("repair")
329 || lower.contains("resolve")
330 || lower.contains("troubleshoot"))
331 && (lower.contains("cargo")
332 || lower.contains("path")
333 || lower.contains("package manager")
334 || lower.contains("toolchain")
335 || lower.contains("port ")
336 || lower.contains("already in use")
337 || lower.contains("lm studio")
338 || lower.contains("localhost:1234")
339 || lower.contains("embedding model")
340 || lower.contains("no coding model loaded"));
341 let asks_path = lower.contains("path entries")
342 || lower.contains("raw path")
343 || (lower.contains("path") && (lower.contains("show") || lower.contains("what is")));
344 let asks_gpo = lower.contains("gpo")
345 || lower.contains("group policy")
346 || lower.contains("gpresult")
347 || lower.contains("applied policy");
348 let asks_certificates = lower.contains("cert")
349 || lower.contains("ssl")
350 || lower.contains("client cert")
351 || lower.contains("expiring cert");
352 let asks_integrity = lower.contains("integrity")
353 || lower.contains("sfc")
354 || lower.contains("dism")
355 || lower.contains("corruption")
356 || lower.contains("os health");
357 let asks_user_accounts = lower.contains("user account")
358 || lower.contains("local user")
359 || lower.contains("local group")
360 || lower.contains("get-localuser")
361 || lower.contains("get-localgroup")
362 || lower.contains("get-localgroupmember")
363 || lower.contains("who is logged in")
364 || lower.contains("who is logged on")
365 || lower.contains("who am i")
366 || lower.contains("logged in as")
367 || lower.contains("logged in user")
368 || lower.contains("logged on user")
369 || lower.contains("admin group")
370 || lower.contains("administrators group")
371 || lower.contains("local admin")
372 || lower.contains("who has admin")
373 || lower.contains("running as admin")
374 || lower.contains("is this elevated")
375 || lower.contains("active sessions")
376 || lower.contains("logon session")
377 || lower.contains("net user")
378 || lower.contains("net localgroup");
379 let asks_ad_user = lower.contains("ad user")
380 || lower.contains("domain user")
381 || (lower.contains("user") && (lower.contains("sid") || lower.contains("membership")));
382 let asks_dns_lookup = (lower.contains("dns") || lower.contains("record"))
383 && (lower.contains("lookup") || lower.contains("srv") || lower.contains("mx") || lower.contains("txt"));
384 let asks_hyperv = lower.contains("hyper-v") || lower.contains("hyperv") || lower.contains("list vm");
385 let asks_ip_config = lower.contains("ipconfig") && (lower.contains("all") || lower.contains("detailed"));
386 let asks_domain = lower.contains("domain")
387 || lower.contains("active directory")
388 || lower.contains("ad join")
389 || lower.contains("workgroup")
390 || lower.contains("netbios");
391 let asks_device_health = lower.contains("device health")
392 || lower.contains("hardware error")
393 || lower.contains("malfunctioning")
394 || lower.contains("yellow bang")
395 || lower.contains("hardware failing");
396 let asks_drivers =
397 lower.contains("driver") || lower.contains("kmod") || lower.contains("kernel module");
398 let asks_peripherals = lower.contains("peripheral")
399 || lower.contains("usb")
400 || lower.contains("keyboard")
401 || lower.contains("mouse")
402 || lower.contains("pointer")
403 || lower.contains("monitor")
404 || lower.contains("input device")
405 || lower.contains("connected hardware");
406 let asks_sessions = lower.contains("session")
407 || lower.contains("login")
408 || lower.contains("who is on")
409 || lower.contains("active user");
410 let asks_virtualization = lower.contains("virtualization")
411 || lower.contains("hypervisor")
412 || lower.contains("vt-x")
413 || lower.contains("slat")
414 || lower.contains("v-p")
415 || lower.contains("nested virt")
416 || lower.contains("cpu model")
417 || lower.contains("ram size")
418 || lower.contains("hardware spec")
419 || lower.contains("hardware dna")
420 || lower.contains("hardware info")
421 || lower.contains("bios version")
422 || lower.contains("motherboard")
423 || lower.contains("gpu name")
424 || lower.contains("gpu driver")
425 || lower.contains("how much ram")
426 || lower.contains("how much vram")
427 || lower.contains("what processor")
428 || lower.contains("what cpu")
429 || lower.contains("what gpu")
430 || (lower.contains("what hardware") && lower.contains("have"))
431 || (lower.contains("hardware") && lower.contains("inventory"));
432 let asks_startup = lower.contains("startup")
433 || lower.contains("boot program")
434 || lower.contains("autorun")
435 || lower.contains("run at boot");
436 let asks_env_doctor = lower.contains("env doctor")
437 || lower.contains("environment doctor")
438 || lower.contains("package manager")
439 || lower.contains("package managers")
440 || lower.contains("shims")
441 || lower.contains("path drift")
442 || (lower.contains("dev machine") && lower.contains("off"))
443 || (lower.contains("environment") && lower.contains("sane"));
444 let asks_network = (((lower.contains("network") && !lower.contains("active directory"))
445 && !lower.contains("stat")
446 && !lower.contains("share")
447 && !lower.contains("throughput"))
448 || lower.contains("adapter")
449 || lower.contains("ip address")
450 || lower.contains("ipconfig")
451 || lower.contains("ipv4")
452 || lower.contains("ipv6")
453 || lower.contains("subnet")
454 || lower.contains("dns server")
455 || lower.contains("nameserver")
456 || lower.contains("wifi")
457 || lower.contains("wireless")
458 || lower.contains("ethernet")
459 || lower.contains("lan"))
460 && !asks_ad_user;
461 let asks_services = lower.contains("service")
462 || lower.contains("services")
463 || lower.contains("daemon")
464 || lower.contains("startup type")
465 || lower.contains("background service")
466 || lower.contains("windows service")
467 || lower.contains("systemctl")
468 || lower.contains("get-service");
469 let asks_processes = lower.contains("process")
470 || lower.contains("processes")
471 || lower.contains("task manager")
472 || lower.contains("what is running")
473 || lower.contains("what's running")
474 || lower.contains("using my ram")
475 || lower.contains("using ram")
476 || lower.contains("using my cpu")
477 || lower.contains("top memory")
478 || lower.contains("top ram")
479 || lower.contains("high memory")
480 || lower.contains("resource-heavy processes")
481 || lower.contains("heavy hitters")
482 || (lower.contains("using the most") && (lower.contains("cpu") || lower.contains("ram") || lower.contains("memory")))
483 || (lower.contains("most cpu") || lower.contains("most ram") || lower.contains("most memory"))
484 || (lower.contains("hitting") && (lower.contains("cpu") || lower.contains("ram") || lower.contains("disk")));
485 let asks_toolchains = lower.contains("developer tools")
486 || lower.contains("toolchains")
487 || (lower.contains("installed") && lower.contains("version"))
488 || (lower.contains("detect") && lower.contains("version"));
489 let asks_permissions = lower.contains("permission")
490 || lower.contains("access control")
491 || lower.contains("get-acl")
492 || lower.contains("acl ")
493 || lower.contains("icacls")
494 || lower.contains("takeown")
495 || lower.contains("ntfs permission")
496 || (lower.contains("who has") && lower.contains("access"));
497 let asks_login_history = lower.contains("login history")
498 || lower.contains("logon history")
499 || lower.contains("who logged in")
500 || lower.contains("recent logon")
501 || lower.contains("failed logon")
502 || lower.contains("event id 4624")
503 || lower.contains("eventid 4624");
504 let asks_registry_audit = lower.contains("registry audit")
505 || lower.contains("persistence")
506 || lower.contains("debugger hijack")
507 || lower.contains("ifeo")
508 || lower.contains("winlogon shell")
509 || lower.contains("bootexecute")
510 || lower.contains("reg query")
511 || lower.contains("regedit")
512 || lower.contains("sticky keys")
513 || lower.contains("sethc.exe");
514 let asks_share_access = lower.contains("share access")
515 || lower.contains("unc path")
516 || lower.contains("smbshare")
517 || lower.contains("net share")
518 || lower.contains("net use")
519 || lower.contains("\\\\")
520 || lower.contains("share is reachable")
521 || lower.contains("reachable share")
522 || (lower.contains("network share") && (lower.contains("reach") || lower.contains("access") || lower.contains("test")));
523 let asks_thermal = lower.contains("thermal")
524 || lower.contains("throttling")
525 || lower.contains("overheating")
526 || lower.contains("cpu temp");
527 let asks_activation = lower.contains("activation")
528 || lower.contains("slmgr")
529 || lower.contains("license status")
530 || lower.contains("is windows genuine");
531 let asks_patch_history = lower.contains("patch history")
532 || lower.contains("hotfix")
533 || lower.contains("kb history")
534 || lower.contains("installed updates");
535 let asks_ports = lower.contains("listening on port")
536 || lower.contains("listening port")
537 || lower.contains("open port")
538 || lower.contains("port 3000")
539 || lower.contains("port ")
540 || lower.contains("listening on ")
541 || lower.contains("exposed")
542 || lower.contains("what is listening")
543 || (lower.contains("listening") && lower.contains("port"));
544 let asks_repo_doctor = lower.contains("repo doctor")
545 || lower.contains("repository doctor")
546 || lower.contains("workspace health")
547 || lower.contains("repo health")
548 || lower.contains("workspace sanity")
549 || (lower.contains("git state")
550 && (lower.contains("release artifacts")
551 || lower.contains("build markers")
552 || lower.contains("hematite memory")));
553 let asks_directory = lower.contains("directory")
554 || lower.contains("folder")
555 || lower.contains("how big")
556 || lower.contains("biggest");
557 let asks_broad_readiness = lower.contains("local development")
558 || lower.contains("ready for local development")
559 || (lower.contains("machine") && lower.contains("ready"))
560 || (lower.contains("computer") && lower.contains("ready"));
561 let asks_os_config = lower.contains("firewall")
562 || lower.contains("power plan")
563 || lower.contains("power settings")
564 || lower.contains("powercfg")
565 || lower.contains("uptime")
566 || lower.contains("reboot")
567 || lower.contains("boot time")
568 || lower.contains("last boot");
569 let asks_health_report = lower.contains("health report")
570 || lower.contains("system health")
571 || (lower.contains("how") && lower.contains("machine") && lower.contains("doing"))
572 || (lower.contains("status") && lower.contains("report") && !lower.contains("git"));
573 let asks_updates = lower.contains("up to date")
574 || lower.contains("windows update")
575 || lower.contains("pending update")
576 || lower.contains("update available")
577 || lower.contains("check for update")
578 || lower.contains("latest update")
579 || (lower.contains("update")
580 && (lower.contains("my pc")
581 || lower.contains("my computer")
582 || lower.contains("my machine")));
583 let asks_security = lower.contains("antivirus")
584 || lower.contains("defender")
585 || lower.contains("virus protection")
586 || lower.contains("malware")
587 || lower.contains("windows security")
588 || lower.contains("uac")
589 || lower.contains("windows activated")
590 || lower.contains("activation status")
591 || (lower.contains("protected") && (lower.contains("pc") || lower.contains("computer")))
592 || (lower.contains("security")
593 && !lower.contains("git")
594 && !lower.contains("ssh")
595 && !lower.contains("token"));
596 let asks_pending_reboot = lower.contains("need to restart")
597 || lower.contains("need to reboot")
598 || lower.contains("requires restart")
599 || lower.contains("requires a reboot")
600 || lower.contains("reboot required")
601 || lower.contains("restart required")
602 || lower.contains("pending restart")
603 || lower.contains("pending reboot")
604 || (lower.contains("restart")
605 && (lower.contains("waiting")
606 || lower.contains("queued")
607 || lower.contains("required")))
608 || (lower.contains("reboot") && lower.contains("required"))
609 || (lower.contains("reboot") && lower.contains("pending"))
610 || (lower.contains("restart") && lower.contains("pending"));
611 let asks_disk_health = lower.contains("disk health")
612 || lower.contains("drive health")
613 || lower.contains("hard drive dying")
614 || lower.contains("smart status")
615 || lower.contains("drive failing")
616 || lower.contains("drive fail")
617 || (lower.contains("dying") && (lower.contains("drive") || lower.contains("disk")))
618 || (lower.contains("healthy")
619 && (lower.contains("drive")
620 || lower.contains("disk")
621 || lower.contains("ssd")
622 || lower.contains("hdd")));
623 let asks_battery = lower.contains("battery")
624 || lower.contains("battery life")
625 || lower.contains("battery health")
626 || lower.contains("battery wear")
627 || lower.contains("charge level")
628 || lower.contains("how long until")
629 || (lower.contains("dying") && lower.contains("batter"));
630 let asks_recent_crashes = lower.contains("crash")
631 || lower.contains("bsod")
632 || lower.contains("blue screen")
633 || lower.contains("why did my pc restart")
634 || lower.contains("unexpected restart")
635 || lower.contains("sudden restart")
636 || lower.contains("kernel panic")
637 || lower.contains("app crash")
638 || (lower.contains("restart") && lower.contains("itself"))
639 || (lower.contains("restart") && lower.contains("by itself"));
640 let asks_log_check = lower.contains("event log")
641 || lower.contains("windows log")
642 || lower.contains("system log")
643 || lower.contains("error log")
644 || lower.contains("recent errors")
645 || lower.contains("recent warnings")
646 || lower.contains("recent events")
647 || lower.contains("event viewer")
648 || lower.contains("journald")
649 || lower.contains("journal log")
650 || lower.contains("show me warnings")
651 || (lower.contains("log") && lower.contains("error"))
652 || (lower.contains("log") && lower.contains("warning"))
653 || (lower.contains("show me") && lower.contains("error"))
654 || (lower.contains("show me") && lower.contains("warning"))
655 || (lower.contains("what errors") && lower.contains("log"));
656 let asks_scheduled_tasks = lower.contains("scheduled task")
657 || lower.contains("scheduled tasks")
658 || lower.contains("task scheduler")
659 || lower.contains("what runs on a timer")
660 || lower.contains("what runs at")
661 || lower.contains("cron job")
662 || lower.contains("background task");
663 let asks_dev_conflicts = lower.contains("dev conflict")
664 || lower.contains("environment conflict")
665 || lower.contains("toolchain conflict")
666 || lower.contains("version conflict")
667 || lower.contains("path conflict")
668 || lower.contains("duplicate path")
669 || (lower.contains("python") && lower.contains("wrong version"))
670 || (lower.contains("node") && lower.contains("wrong version"))
671 || lower.contains("conda shadow")
672 || lower.contains("dev environment clean");
673 let asks_disk_benchmark = lower.contains("benchmark")
674 || lower.contains("stress test")
675 || lower.contains("load test")
676 || lower.contains("intensity report")
677 || lower.contains("io intensity")
678 || lower.contains("disk intensity")
679 || lower.contains("thrash")
680 || lower.contains("latency report");
681 let asks_storage = lower.contains("storage")
682 || lower.contains("disk space")
683 || lower.contains("drive capacity")
684 || lower.contains("free space")
685 || lower.contains("how much space")
686 || lower.contains("space left")
687 || lower.contains("running out of space")
688 || lower.contains("i/o pressure")
689 || lower.contains("disk usage")
690 || lower.contains("disk usage")
691 || lower.contains("how much disk")
692 || lower.contains("how full")
693 || lower.contains("cache size")
694 || (lower.contains("drive") && lower.contains("usage"))
695 || (lower.contains("drives") && lower.contains("usage"))
696 || (lower.contains("where") && lower.contains("space") && lower.contains("go"));
697 let asks_resource_load = lower.contains("resource load")
698 || lower.contains("system load")
699 || lower.contains("performance")
700 || lower.contains("utilization")
701 || lower.contains("usage report")
702 || lower.contains("performance report")
703 || lower.contains("what is my load")
704 || lower.contains("current load")
705 || lower.contains("why is it slow")
706 || lower.contains("why is it laggy")
707 || lower.contains("slow")
708 || lower.contains("lag")
709 || lower.contains("sluggish")
710 || lower.contains("hang")
711 || lower.contains("unresponsive")
712 || lower.contains("is it working hard")
713 || lower.contains("high cpu")
714 || lower.contains("high ram")
715 || lower.contains("cpu load")
716 || lower.contains("heavy hitters")
717 || (lower.contains("resource") && lower.contains("usage"));
718
719 let asks_connectivity = lower.contains("internet")
720 || lower.contains("online")
721 || lower.contains("connectivity")
722 || lower.contains("am i connected")
723 || lower.contains("ping google")
724 || lower.contains("reach the internet")
725 || lower.contains("internet access")
726 || lower.contains("no internet")
727 || lower.contains("internet down")
728 || lower.starts_with("ping ")
729 || lower.contains(" ping ")
730 || (lower.contains("check") && lower.contains("connection"))
731 || (lower.contains("dns") && (lower.contains("resolv") || lower.contains("working")));
732 let asks_wifi = lower.contains("wi-fi")
733 || lower.contains("wifi")
734 || lower.contains("wireless")
735 || lower.contains("wlan")
736 || lower.contains("signal strength")
737 || lower.contains("ssid")
738 || lower.contains("access point")
739 || (lower.contains("wireless") && lower.contains("connect"));
740 let asks_connections = lower.contains("tcp connection")
741 || lower.contains("active connection")
742 || lower.contains("established connection")
743 || lower.contains("socket")
744 || lower.contains("netstat")
745 || (lower.contains("connection") && lower.contains("active"))
746 || (lower.contains("connection") && lower.contains("open"));
747 let asks_vpn = lower.contains("vpn")
748 || lower.contains("virtual private network")
749 || (lower.contains("tunnel") && (lower.contains("network") || lower.contains("vpn")));
750 let asks_proxy = lower.contains("proxy")
751 || lower.contains("proxy setting")
752 || lower.contains("winhttp proxy")
753 || lower.contains("system proxy")
754 || (lower.contains("routed") && lower.contains("proxy"));
755 let asks_firewall_rules = (lower.contains("firewall")
756 && (lower.contains("rule")
757 || lower.contains("block")
758 || lower.contains("allow")
759 || lower.contains("inbound")
760 || lower.contains("outbound")))
761 || lower.contains("blocked port")
762 || lower.contains("firewall rule");
763 let asks_traceroute = lower.contains("traceroute")
764 || lower.contains("tracert")
765 || lower.contains("tracepath")
766 || lower.contains("trace route")
767 || lower.contains("trace the route")
768 || lower.contains("trace the path")
769 || lower.contains("network path")
770 || lower.contains("how many hops")
771 || lower.contains("where does traffic go")
772 || (lower.contains("trace") && lower.contains("hop"))
773 || (lower.contains("route") && lower.contains("traffic"))
774 || (lower.contains("trace") && lower.contains("8.8.8.8"))
775 || (lower.contains("path") && lower.contains("8.8.8.8"));
776 let asks_dns_cache = lower.contains("dns cache")
777 || lower.contains("cached dns")
778 || lower.contains("dns lookup cache")
779 || lower.contains("displaydns")
780 || lower.contains("/displaydns")
781 || lower.contains("get-dnsclientcache")
782 || lower.contains("dns entries")
783 || (lower.contains("dns") && lower.contains("cached"));
784 let asks_arp = lower.contains("arp -")
785 || lower.contains("arp table")
786 || lower.contains("arp cache")
787 || lower.contains("mac address")
788 || lower.contains("neighbor table")
789 || lower.contains("ip to mac")
790 || lower.contains("ip neigh")
791 || (lower.contains("arp")
792 && (lower.contains("who") || lower.contains("entry") || lower.contains("entries")));
793 let asks_route_table = lower.contains("route print")
794 || lower.contains("route table")
795 || lower.contains("routing table")
796 || lower.contains("get-netroute")
797 || lower.contains("default gateway")
798 || lower.contains("network routes")
799 || lower.contains("ip route")
800 || lower.contains("next hop")
801 || (lower.contains("route")
802 && (lower.contains("table") || lower.contains("entry") || lower.contains("entries")));
803 let asks_env = (lower.contains("environment variable")
804 || lower.contains("env var")
805 || lower.contains("env vars")
806 || lower.contains("show env")
807 || lower.contains("list env"))
808 && !lower.contains("env doctor");
809 let asks_hosts_file = lower.contains("hosts file")
810 || lower.contains("/etc/hosts")
811 || lower.contains("etc/hosts")
812 || lower.contains("hosts entry")
813 || lower.contains("hosts entries")
814 || (lower.contains("hosts")
815 && (lower.contains("redirect")
816 || lower.contains("block")
817 || lower.contains("loopback")));
818 let asks_docker = lower.contains("docker")
819 || lower.contains("container")
820 || lower.contains("docker compose")
821 || lower.contains("docker ps")
822 || lower.contains("running container");
823 let asks_wsl = lower.contains("wsl")
824 || lower.contains("windows subsystem")
825 || lower.contains("linux distro")
826 || lower.contains("ubuntu on windows")
827 || (lower.contains("subsystem") && lower.contains("linux"));
828 let asks_ssh = (lower.contains("ssh") && !lower.contains("ssh key") && !lower.contains("git"))
829 || lower.contains("sshd")
830 || lower.contains("ssh config")
831 || lower.contains("ssh server")
832 || lower.contains("ssh client")
833 || lower.contains("known_hosts")
834 || lower.contains("authorized_keys")
835 || lower.contains("ssh key")
836 || (lower.contains("ssh")
837 && (lower.contains("running")
838 || lower.contains("service")
839 || lower.contains("port 22")));
840 let asks_installed_software = lower.contains("installed software")
841 || lower.contains("installed program")
842 || lower.contains("installed app")
843 || lower.contains("installed package")
844 || lower.contains("what is installed")
845 || lower.contains("what's installed")
846 || lower.contains("winget list")
847 || lower.contains("list programs")
848 || (lower.contains("installed")
849 && (lower.contains("on this machine")
850 || lower.contains("on my machine")
851 || lower.contains("on my pc")));
852 let asks_databases = lower.contains("postgres")
853 || lower.contains("postgresql")
854 || lower.contains("mysql")
855 || lower.contains("mariadb")
856 || lower.contains("mongodb")
857 || lower.contains("mongo")
858 || lower.contains("redis")
859 || lower.contains("sql server")
860 || lower.contains("mssql")
861 || lower.contains("sqlite")
862 || lower.contains("elasticsearch")
863 || lower.contains("cassandra")
864 || lower.contains("couchdb")
865 || (lower.contains("database")
866 && (lower.contains("running")
867 || lower.contains("service")
868 || lower.contains("installed")
869 || lower.contains("up")
870 || lower.contains("local")))
871 || lower.contains("db service")
872 || lower.contains("database server")
873 || (lower.contains("is")
874 && lower.contains("running")
875 && (lower.contains("db") || lower.contains("database")));
876 let asks_git_config = (lower.contains("git config")
877 || lower.contains("git configuration")
878 || lower.contains("git global")
879 || (lower.contains("git") && lower.contains("user.name"))
880 || (lower.contains("git") && lower.contains("user.email"))
881 || (lower.contains("git") && lower.contains("signing"))
882 || (lower.contains("git") && lower.contains("credential"))
883 || lower.contains("git aliases"))
884 && !lower.contains("github");
885 let asks_audit_policy = lower.contains("audit policy")
886 || lower.contains("auditpol")
887 || lower.contains("audit log")
888 || lower.contains("what is being logged")
889 || lower.contains("security audit")
890 || lower.contains("logon event")
891 || lower.contains("audit category")
892 || lower.contains("event auditing");
893 let asks_shares = lower.contains("smb share")
894 || lower.contains("network share")
895 || lower.contains("shared folder")
896 || lower.contains("mapped drive")
897 || lower.contains("mapped network drive")
898 || lower.contains("get-smbshare")
899 || lower.contains("what is shared")
900 || lower.contains("what am i sharing")
901 || lower.contains("smb session")
902 || lower.contains("lanmanager")
903 || lower.contains("netlanmanager")
904 || lower.contains("smb1")
905 || lower.contains("smb signing")
906 || lower.contains("nfs export");
907 let asks_dns_servers = (lower.contains("dns server")
908 || lower.contains("dns resolver")
909 || lower.contains("nameserver")
910 || lower.contains("which dns")
911 || lower.contains("what dns")
912 || lower.contains("dns over https")
913 || lower.contains("doh")
914 || lower.contains("dns search suffix")
915 || lower.contains("configured dns")
916 || lower.contains("get-dnsclientserveraddress"))
917 && !lower.contains("dns cache");
918 let asks_bitlocker = lower.contains("bitlocker")
919 || (lower.contains("drive") && lower.contains("encrypt"))
920 || (lower.contains("disk") && lower.contains("encrypt"))
921 || lower.contains("encryption status");
922 let asks_rdp = lower.contains("rdp")
923 || lower.contains("remote desktop")
924 || (lower.contains("remote") && lower.contains("access") && !lower.contains("git"));
925 let asks_shadow_copies = lower.contains("shadow copy")
926 || lower.contains("shadow copies")
927 || lower.contains("vss")
928 || lower.contains("snapshot")
929 || lower.contains("restore point");
930 let asks_pagefile = lower.contains("pagefile")
931 || lower.contains("page file")
932 || lower.contains("virtual memory")
933 || lower.contains("swap file")
934 || (lower.contains("paging") && lower.contains("file"));
935 let asks_windows_features = (lower.contains("window") && lower.contains("feature"))
936 || lower.contains("optional feature")
937 || lower.contains("iis")
938 || lower.contains("hyper-v")
939 || (lower.contains("feature")
940 && (lower.contains("install")
941 || lower.contains("enabled")
942 || lower.contains("turn on")));
943 let asks_printers =
944 lower.contains("printer") || lower.contains("print queue") || lower.contains("get-printer");
945 let asks_winrm = lower.contains("winrm")
946 || lower.contains("psremoting")
947 || (lower.contains("ps") && lower.contains("remoting"))
948 || (lower.contains("remote") && lower.contains("management") && !lower.contains("rdp"));
949 let asks_network_stats = (lower.contains("network") && lower.contains("stat"))
950 || (lower.contains("adapter") && lower.contains("stat"))
951 || (lower.contains("nic") && lower.contains("stat"))
952 || lower.contains("throughput")
953 || lower.contains("packet loss")
954 || lower.contains("dropped packet");
955 let asks_udp_ports = lower.contains("udp port")
956 || lower.contains("udp listener")
957 || (lower.contains("udp")
958 && (lower.contains("port") || lower.contains("listen") || lower.contains("open")));
959
960 if asks_ad_user {
962 Some("ad_user")
963 } else if asks_user_accounts {
964 Some("user_accounts")
965 } else if asks_dns_lookup {
966 Some("dns_lookup")
967 } else if asks_hyperv {
968 Some("hyperv")
969 } else if asks_ip_config {
970 Some("ip_config")
971 } else if asks_disk_benchmark {
972 Some("disk_benchmark")
973 } else if asks_fix_plan {
974 Some("fix_plan")
975 } else if asks_permissions {
976 Some("permissions")
977 } else if asks_login_history {
978 Some("login_history")
979 } else if asks_registry_audit {
980 Some("registry_audit")
981 } else if asks_share_access {
982 Some("share_access")
983 } else if asks_thermal {
984 Some("thermal")
985 } else if asks_activation {
986 Some("activation")
987 } else if asks_patch_history {
988 Some("patch_history")
989 } else if asks_storage {
990 Some("storage")
991 } else if asks_gpo {
992 Some("gpo")
993 } else if asks_certificates {
994 Some("certificates")
995 } else if asks_integrity {
996 Some("integrity")
997 } else if asks_domain {
998 Some("domain")
999 } else if asks_device_health {
1000 Some("device_health")
1001 } else if asks_drivers {
1002 Some("drivers")
1003 } else if asks_peripherals {
1004 Some("peripherals")
1005 } else if asks_user_accounts {
1006 Some("user_accounts")
1007 } else if asks_sessions {
1008 Some("sessions")
1009 } else if asks_virtualization {
1010 Some("hardware")
1011 } else if asks_services {
1012 Some("services")
1013 } else if asks_startup {
1014 Some("startup_items")
1015 } else if asks_bitlocker {
1016 Some("bitlocker")
1017 } else if asks_rdp {
1018 Some("rdp")
1019 } else if asks_shadow_copies {
1020 Some("shadow_copies")
1021 } else if asks_pagefile {
1022 Some("pagefile")
1023 } else if asks_windows_features {
1024 Some("windows_features")
1025 } else if asks_printers {
1026 Some("printers")
1027 } else if asks_winrm {
1028 Some("winrm")
1029 } else if (asks_path && asks_toolchains)
1030 || (mentions_host_inspection_question(&lower) && asks_broad_readiness)
1031 {
1032 Some("summary")
1033 } else if asks_env_doctor {
1034 Some("env_doctor")
1035 } else if asks_dns_servers {
1036 Some("dns_servers")
1037 } else if asks_connectivity {
1038 Some("connectivity")
1039 } else if asks_wifi {
1040 Some("wifi")
1041 } else if asks_connections {
1042 Some("connections")
1043 } else if asks_vpn {
1044 Some("vpn")
1045 } else if asks_proxy {
1046 Some("proxy")
1047 } else if asks_firewall_rules {
1048 Some("firewall_rules")
1049 } else if asks_traceroute {
1050 Some("traceroute")
1051 } else if asks_dns_cache {
1052 Some("dns_cache")
1053 } else if asks_arp {
1054 Some("arp")
1055 } else if asks_route_table {
1056 Some("route_table")
1057 } else if asks_network_stats {
1058 Some("network_stats")
1059 } else if asks_udp_ports {
1060 Some("udp_ports")
1061 } else if asks_shares {
1062 Some("shares")
1063 } else if asks_os_config {
1064 Some("os_config")
1065 } else if asks_network {
1066 Some("network")
1067 } else if asks_updates {
1068 Some("updates")
1069 } else if asks_audit_policy {
1070 Some("audit_policy")
1071 } else if asks_security {
1072 Some("security")
1073 } else if asks_pending_reboot {
1074 Some("pending_reboot")
1075 } else if asks_disk_health {
1076 Some("disk_health")
1077 } else if asks_battery {
1078 Some("battery")
1079 } else if asks_recent_crashes {
1080 Some("recent_crashes")
1081 } else if asks_log_check {
1082 Some("log_check")
1083 } else if asks_scheduled_tasks {
1084 Some("scheduled_tasks")
1085 } else if asks_dev_conflicts {
1086 Some("dev_conflicts")
1087 } else if asks_databases {
1088 Some("databases")
1089 } else if asks_docker {
1090 Some("docker")
1091 } else if asks_wsl {
1092 Some("wsl")
1093 } else if asks_ssh {
1094 Some("ssh")
1095 } else if asks_git_config {
1096 Some("git_config")
1097 } else if asks_installed_software {
1098 Some("installed_software")
1099 } else if asks_env {
1100 Some("env")
1101 } else if asks_hosts_file {
1102 Some("hosts_file")
1103 } else if asks_ports {
1104 Some("ports")
1105 } else if asks_processes {
1106 Some("processes")
1107 } else if asks_repo_doctor {
1108 Some("repo_doctor")
1109 } else if lower.contains("desktop") {
1110 Some("desktop")
1111 } else if lower.contains("downloads") {
1112 Some("downloads")
1113 } else if asks_path {
1114 Some("path")
1115 } else if asks_toolchains {
1116 Some("toolchains")
1117 } else if asks_resource_load {
1118 Some("resource_load")
1119 } else if asks_health_report {
1120 Some("health_report")
1121 } else if asks_directory {
1122 Some("directory")
1123 } else if mentions_host_inspection_question(&lower) {
1124 Some("summary")
1125 } else {
1126 None
1127 }
1128}
1129
1130pub fn all_host_inspection_topics(user_input: &str) -> Vec<&'static str> {
1131 let lower = user_input.to_lowercase();
1134 let mut topics: Vec<&'static str> = Vec::new();
1135
1136 let detectors: &[(&str, fn(&str) -> bool)] = &[
1137 ("ad_user", |l| {
1138 l.contains("ad user")
1139 || l.contains("domain user")
1140 || (l.contains("user") && (l.contains("sid") || l.contains("membership")))
1141 }),
1142 ("dns_lookup", |l| {
1143 l.contains("dns lookup")
1144 || l.contains("dns record")
1145 || l.contains("dns query")
1146 || l.contains("nslookup")
1147 || l.contains(" dig ")
1148 || l.contains("srv record")
1149 || l.contains("mx record")
1150 }),
1151 ("hyperv", |l| {
1152 l.contains("hyper-v")
1153 || l.contains("hyperv")
1154 || (l.contains("virtual machine") && l.contains("load"))
1155 || l.contains("vmmem")
1156 }),
1157 ("ip_config", |l| {
1158 l.contains("ipconfig")
1159 || l.contains("ip config")
1160 || l.contains("adapter detail")
1161 || l.contains("dhcp lease")
1162 }),
1163 ("fix_plan", |l| {
1164 l.contains("fix")
1165 && (l.contains("cargo")
1166 || l.contains("port ")
1167 || l.contains("lm studio")
1168 || l.contains("toolchain"))
1169 }),
1170 ("updates", |l| {
1171 l.contains("up to date")
1172 || l.contains("windows update")
1173 || l.contains("pending update")
1174 || l.contains("update available")
1175 }),
1176 ("security", |l| {
1177 l.contains("antivirus")
1178 || l.contains("defender")
1179 || l.contains("uac")
1180 || (l.contains("security") && !l.contains("git") && !l.contains("ssh"))
1181 }),
1182 ("permissions", |l| {
1183 l.contains("permission") || l.contains("access control") || l.contains("get-acl")
1184 }),
1185 ("login_history", |l| {
1186 l.contains("login history") || l.contains("logon history") || l.contains("event id 4624")
1187 }),
1188 ("registry_audit", |l| {
1189 l.contains("registry audit") || l.contains("persistence") || l.contains("ifeo") || l.contains("reg query")
1190 }),
1191 ("share_access", |l| {
1192 l.contains("share access") || l.contains("unc path") || l.contains("smbshare") || l.contains("net share")
1193 }),
1194 ("thermal", |l| {
1195 l.contains("thermal") || l.contains("throttling") || l.contains("overheating")
1196 }),
1197 ("activation", |l| {
1198 l.contains("activation") || l.contains("slmgr") || l.contains("license status")
1199 }),
1200 ("patch_history", |l| {
1201 l.contains("patch history") || l.contains("hotfix") || l.contains("kb history")
1202 }),
1203 ("pending_reboot", |l| {
1204 l.contains("pending reboot")
1205 || l.contains("pending restart")
1206 || l.contains("need to restart")
1207 || l.contains("reboot required")
1208 || (l.contains("reboot") && l.contains("pending"))
1209 || (l.contains("restart") && l.contains("pending"))
1210 }),
1211 ("disk_health", |l| {
1212 l.contains("disk health")
1213 || l.contains("drive health")
1214 || l.contains("smart status")
1215 || (l.contains("healthy")
1216 && (l.contains("drive") || l.contains("disk") || l.contains("ssd")))
1217 }),
1218 ("battery", |l| l.contains("battery")),
1219 ("recent_crashes", |l| {
1220 l.contains("crash") || l.contains("bsod") || l.contains("blue screen")
1221 }),
1222 ("scheduled_tasks", |l| {
1223 l.contains("scheduled task") || l.contains("task scheduler")
1224 }),
1225 ("ad_user", |l| {
1226 l.contains("ad user") || l.contains("domain user") || (l.contains("user") && l.contains("sid"))
1227 }),
1228 ("dns_lookup", |l| {
1229 l.contains("dns") && (l.contains("lookup") || l.contains("srv") || l.contains("mx"))
1230 }),
1231 ("hyperv", |l| {
1232 l.contains("hyper-v") || l.contains("hyperv") || (l.contains("list") && l.contains("vm"))
1233 }),
1234 ("ip_config", |l| {
1235 l.contains("ipconfig") && (l.contains("all") || l.contains("detail"))
1236 }),
1237 ("dev_conflicts", |l| {
1238 l.contains("dev conflict")
1239 || l.contains("toolchain conflict")
1240 || l.contains("duplicate path")
1241 }),
1242 ("storage", |l| {
1243 l.contains("disk space")
1244 || l.contains("storage")
1245 || l.contains("drive capacity")
1246 || l.contains("cache size")
1247 || l.contains("i/o pressure")
1248 || l.contains("disk usage")
1249 }),
1250 ("hardware", |l| {
1251 l.contains("cpu model")
1252 || l.contains("ram size")
1253 || l.contains("hardware spec")
1254 || (l.contains("what hardware") && l.contains("have"))
1255 }),
1256 ("health_report", |l| {
1257 l.contains("health report") || l.contains("system health")
1258 }),
1259 ("resource_load", |l| {
1260 l.contains("resource load")
1261 || l.contains("cpu load")
1262 || l.contains("ram %")
1263 || l.contains("cpu %")
1264 || l.contains("performance")
1265 || l.contains("slow")
1266 || l.contains("lag")
1267 || l.contains("sluggish")
1268 || l.contains("hang")
1269 || l.contains("unresponsive")
1270 }),
1271 ("processes", |l| {
1272 l.contains("process")
1273 || l.contains("task manager")
1274 || l.contains("what is running")
1275 || l.contains("using my ram")
1276 || l.contains("hitting the disk")
1277 || l.contains("disk thrasher")
1278 }),
1279 ("services", |l| {
1280 l.contains("service") || l.contains("daemon") || l.contains("windows service")
1281 }),
1282 ("ports", |l| {
1283 l.contains("listening port")
1284 || l.contains("open port")
1285 || l.contains("what is on port")
1286 || l.contains("port 3000")
1287 || (l.contains("listening") && l.contains("port"))
1288 }),
1289 ("traceroute", |l| {
1290 l.contains("traceroute")
1291 || l.contains("tracert")
1292 || l.contains("trace route")
1293 || l.contains("trace the path")
1294 || l.contains("network path")
1295 || l.contains("how many hops")
1296 || (l.contains("trace") && l.contains("hop"))
1297 }),
1298 ("dns_cache", |l| {
1299 l.contains("dns cache")
1300 || l.contains("cached dns")
1301 || l.contains("displaydns")
1302 || (l.contains("dns") && l.contains("cached"))
1303 }),
1304 ("arp", |l| {
1305 l.contains("arp table")
1306 || l.contains("arp cache")
1307 || l.contains("mac address")
1308 || l.contains("ip to mac")
1309 || l.contains("arp -")
1310 }),
1311 ("route_table", |l| {
1312 l.contains("route table")
1313 || l.contains("routing table")
1314 || l.contains("route print")
1315 || l.contains("network route")
1316 || l.contains("next hop")
1317 }),
1318 ("connectivity", |l| {
1319 l.contains("internet")
1320 || l.contains("am i connected")
1321 || l.contains("ping google")
1322 || l.contains("internet access")
1323 || l.contains("no internet")
1324 }),
1325 ("wifi", |l| {
1326 l.contains("wi-fi")
1327 || l.contains("wifi")
1328 || l.contains("wireless")
1329 || l.contains("ssid")
1330 || l.contains("signal strength")
1331 }),
1332 ("connections", |l| {
1333 l.contains("tcp connection")
1334 || l.contains("active connection")
1335 || l.contains("netstat")
1336 || l.contains("open socket")
1337 || (l.contains("established") && l.contains("connection"))
1338 }),
1339 ("vpn", |l| {
1340 l.contains("vpn") || l.contains("virtual private network")
1341 }),
1342 ("proxy", |l| {
1343 l.contains("proxy setting") || l.contains("system proxy") || l.contains("winhttp proxy")
1344 }),
1345 ("firewall_rules", |l| {
1346 (l.contains("firewall")
1347 && (l.contains("rule") || l.contains("inbound") || l.contains("outbound")))
1348 || l.contains("firewall rule")
1349 }),
1350 ("network", |l| {
1351 l.contains("network adapter")
1352 || l.contains("ip address")
1353 || l.contains("ipconfig")
1354 || l.contains("gateway")
1355 || l.contains("subnet")
1356 }),
1357 ("env_doctor", |l| {
1358 l.contains("env doctor")
1359 || l.contains("environment doctor")
1360 || l.contains("package manager")
1361 || l.contains("path drift")
1362 }),
1363 ("os_config", |l| {
1364 l.contains("power plan")
1365 || l.contains("uptime")
1366 || l.contains("boot time")
1367 || l.contains("last boot")
1368 }),
1369 ("path", |l| {
1370 l.contains("path entries") || l.contains("raw path")
1371 }),
1372 ("toolchains", |l| {
1373 l.contains("developer tools")
1374 || l.contains("toolchains")
1375 || (l.contains("installed") && l.contains("version"))
1376 }),
1377 ("docker", |l| {
1378 l.contains("docker") || l.contains("container") || l.contains("running container")
1379 }),
1380 ("wsl", |l| {
1381 l.contains("wsl")
1382 || l.contains("windows subsystem")
1383 || (l.contains("subsystem") && l.contains("linux"))
1384 }),
1385 ("ssh", |l| {
1386 l.contains("ssh")
1387 || l.contains("sshd")
1388 || l.contains("known_hosts")
1389 || l.contains("authorized_keys")
1390 }),
1391 ("git_config", |l| {
1392 (l.contains("git config") || l.contains("git global") || l.contains("git aliases"))
1393 && !l.contains("github")
1394 }),
1395 ("installed_software", |l| {
1396 l.contains("installed software")
1397 || l.contains("installed program")
1398 || l.contains("what is installed")
1399 || l.contains("what's installed")
1400 || l.contains("winget list")
1401 }),
1402 ("env", |l| {
1403 (l.contains("environment variable") || l.contains("env var") || l.contains("env vars"))
1404 && !l.contains("env doctor")
1405 }),
1406 ("hosts_file", |l| {
1407 l.contains("hosts file") || l.contains("/etc/hosts") || l.contains("hosts entry")
1408 }),
1409 ("databases", |l| {
1410 l.contains("postgres")
1411 || l.contains("mysql")
1412 || l.contains("mariadb")
1413 || l.contains("mongodb")
1414 || l.contains("redis")
1415 || l.contains("sqlite")
1416 || l.contains("sql server")
1417 || l.contains("elasticsearch")
1418 || (l.contains("database") && (l.contains("running") || l.contains("service")))
1419 }),
1420 ("user_accounts", |l| {
1421 l.contains("local user")
1422 || l.contains("user account")
1423 || l.contains("who is logged")
1424 || l.contains("who am i")
1425 || l.contains("logged in as")
1426 || l.contains("admin group")
1427 || l.contains("local admin")
1428 || l.contains("active sessions")
1429 || l.contains("running as admin")
1430 }),
1431 ("audit_policy", |l| {
1432 l.contains("audit policy")
1433 || l.contains("auditpol")
1434 || l.contains("what is being logged")
1435 || l.contains("security audit")
1436 || l.contains("event auditing")
1437 }),
1438 ("shares", |l| {
1439 l.contains("smb share")
1440 || l.contains("network share")
1441 || l.contains("shared folder")
1442 || l.contains("mapped drive")
1443 || l.contains("smb1")
1444 || l.contains("nfs export")
1445 }),
1446 ("dns_servers", |l| {
1447 (l.contains("dns server")
1448 || l.contains("dns resolver")
1449 || l.contains("nameserver")
1450 || l.contains("which dns")
1451 || l.contains("dns over https")
1452 || l.contains("configured dns"))
1453 && !l.contains("dns cache")
1454 }),
1455 ("bitlocker", |l| {
1456 l.contains("bitlocker")
1457 || (l.contains("drive") && l.contains("encrypt"))
1458 || (l.contains("disk") && l.contains("encrypt"))
1459 || l.contains("encryption status")
1460 }),
1461 ("rdp", |l| {
1462 l.contains("rdp")
1463 || l.contains("remote desktop")
1464 || (l.contains("remote") && l.contains("access") && !l.contains("git"))
1465 }),
1466 ("shadow_copies", |l| {
1467 l.contains("shadow copy")
1468 || l.contains("shadow copies")
1469 || l.contains("vss")
1470 || l.contains("snapshot")
1471 || l.contains("restore point")
1472 }),
1473 ("pagefile", |l| {
1474 l.contains("pagefile")
1475 || l.contains("page file")
1476 || l.contains("virtual memory")
1477 || l.contains("swap file")
1478 }),
1479 ("windows_features", |l| {
1480 (l.contains("window") && l.contains("feature"))
1481 || l.contains("optional feature")
1482 || l.contains("iis")
1483 || l.contains("hyper-v")
1484 || (l.contains("feature") && (l.contains("install") || l.contains("enabled")))
1485 }),
1486 ("printers", |l| {
1487 l.contains("printer") || l.contains("print queue") || l.contains("get-printer")
1488 }),
1489 ("winrm", |l| {
1490 l.contains("winrm")
1491 || l.contains("psremoting")
1492 || (l.contains("remote") && l.contains("management") && !l.contains("rdp"))
1493 }),
1494 ("network_stats", |l| {
1495 (l.contains("network") && l.contains("stat"))
1496 || (l.contains("adapter") && l.contains("stat"))
1497 || l.contains("throughput")
1498 || l.contains("packet loss")
1499 || l.contains("dropped packet")
1500 }),
1501 ("startup_items", |l| {
1502 l.contains("startup") || l.contains("boot program") || l.contains("autorun")
1503 }),
1504 ("udp_ports", |l| {
1505 l.contains("udp port")
1506 || l.contains("udp listener")
1507 || (l.contains("udp") && l.contains("listening"))
1508 }),
1509 ("gpo", |l| {
1510 l.contains("gpo") || l.contains("group policy") || l.contains("gpresult")
1511 }),
1512 ("certificates", |l| {
1513 l.contains("cert") || l.contains("ssl") || l.contains("thumbprint")
1514 }),
1515 ("integrity", |l| {
1516 l.contains("integrity") || l.contains("sfc") || l.contains("dism")
1517 }),
1518 ("domain", |l| {
1519 l.contains("domain")
1520 || l.contains("workgroup")
1521 || l.contains("netbios")
1522 || l.contains("active directory")
1523 }),
1524 ("device_health", |l| {
1525 l.contains("device health")
1526 || l.contains("hardware error")
1527 || l.contains("yellow bang")
1528 || l.contains("malfunctioning")
1529 }),
1530 ("drivers", |l| {
1531 l.contains("driver") || l.contains("system driver")
1532 }),
1533 ("peripherals", |l| {
1534 l.contains("peripheral")
1535 || l.contains("usb")
1536 || l.contains("keyboard")
1537 || l.contains("mouse")
1538 || l.contains("monitor")
1539 }),
1540 ("sessions", |l| {
1541 l.contains("session") || l.contains("who is logged") || l.contains("active login")
1542 }),
1543 ("hardware", |l| {
1544 l.contains("virtualization")
1545 || l.contains("hypervisor")
1546 || l.contains("vt-x")
1547 || l.contains("slat")
1548 }),
1549 ];
1550
1551 for (topic, check) in detectors {
1552 if check(&lower) && !topics.contains(topic) {
1553 topics.push(topic);
1554 }
1555 }
1556 topics
1557}
1558
1559pub(crate) fn preferred_maintainer_workflow(user_input: &str) -> Option<&'static str> {
1560 let lower = user_input.to_ascii_lowercase();
1561 let asks_cleanup = contains_any(
1562 &lower,
1563 &[
1564 "run my cleanup",
1565 "run the cleanup",
1566 "run cleanup",
1567 "deep clean",
1568 "prune dist",
1569 "clean.ps1",
1570 "cleanup script",
1571 "cleanup workflow",
1572 "clean up scripts",
1573 ],
1574 );
1575 let asks_package = contains_any(
1576 &lower,
1577 &[
1578 "rebuild local portable",
1579 "rebuild the portable",
1580 "run the local build",
1581 "run the portable",
1582 "package-windows.ps1",
1583 "package windows",
1584 "build installer",
1585 "overwrite the portable",
1586 "refresh the portable",
1587 "update path",
1588 "update path with the portable",
1589 ],
1590 );
1591 let asks_release = contains_any(
1592 &lower,
1593 &[
1594 "run the release flow",
1595 "regular workflow",
1596 "cut the release",
1597 "ship it",
1598 "release.ps1",
1599 "bump to ",
1600 "tag it",
1601 "full tag and everything",
1602 "publish crates",
1603 ],
1604 );
1605
1606 if asks_cleanup {
1607 Some("clean")
1608 } else if asks_package {
1609 Some("package_windows")
1610 } else if asks_release {
1611 Some("release")
1612 } else {
1613 None
1614 }
1615}
1616
1617pub(crate) fn preferred_workspace_workflow(user_input: &str) -> Option<&'static str> {
1618 let lower = user_input.to_ascii_lowercase();
1619 let asks_project_scope = contains_any(
1620 &lower,
1621 &[
1622 "this repo",
1623 "this repository",
1624 "this project",
1625 "current project",
1626 "current repo",
1627 "workspace",
1628 "in this folder",
1629 "here",
1630 ],
1631 );
1632 let asks_build = contains_any(
1633 &lower,
1634 &[
1635 "run the build",
1636 "build this project",
1637 "build this repo",
1638 "run build",
1639 "compile this project",
1640 "cargo build",
1641 "npm run build",
1642 "pnpm run build",
1643 "yarn build",
1644 "go build",
1645 "gradlew build",
1646 ],
1647 );
1648 let asks_test = contains_any(
1649 &lower,
1650 &[
1651 "run the tests",
1652 "run tests",
1653 "test this project",
1654 "test this repo",
1655 "run the test suite",
1656 "cargo test",
1657 "npm test",
1658 "pnpm test",
1659 "yarn test",
1660 "pytest",
1661 "go test",
1662 "gradlew test",
1663 ],
1664 );
1665 let asks_lint = contains_any(
1666 &lower,
1667 &[
1668 "run lint",
1669 "lint this project",
1670 "lint this repo",
1671 "cargo clippy",
1672 "npm run lint",
1673 "pnpm run lint",
1674 "yarn lint",
1675 ],
1676 );
1677 let asks_fix = contains_any(
1678 &lower,
1679 &[
1680 "run fix",
1681 "fix formatting",
1682 "run formatter",
1683 "cargo fmt",
1684 "npm run fix",
1685 "pnpm run fix",
1686 "yarn fix",
1687 ],
1688 );
1689 let asks_script = contains_any(
1690 &lower,
1691 &[
1692 "npm run ",
1693 "pnpm run ",
1694 "yarn ",
1695 "bun run ",
1696 "make ",
1697 "just ",
1698 "task ",
1699 "scripts/",
1700 ".\\scripts\\",
1701 "./scripts/",
1702 ".ps1",
1703 ".sh",
1704 ".py",
1705 ".cmd",
1706 ".bat",
1707 ],
1708 );
1709
1710 if asks_build
1711 && (asks_project_scope
1712 || !contains_any(&lower, &["release.ps1", "package-windows.ps1", "clean.ps1"]))
1713 {
1714 Some("build")
1715 } else if asks_test && asks_project_scope {
1716 Some("test")
1717 } else if asks_lint && asks_project_scope {
1718 Some("lint")
1719 } else if asks_fix && asks_project_scope {
1720 Some("fix")
1721 } else if asks_script && !preferred_maintainer_workflow(user_input).is_some() {
1722 Some("script")
1723 } else if (asks_test || asks_lint || asks_fix)
1724 && !preferred_maintainer_workflow(user_input).is_some()
1725 {
1726 Some(if asks_test {
1727 "test"
1728 } else if asks_lint {
1729 "lint"
1730 } else {
1731 "fix"
1732 })
1733 } else {
1734 None
1735 }
1736}
1737
1738pub(crate) fn looks_like_mutation_request(user_input: &str) -> bool {
1739 let lower = user_input.to_lowercase();
1740 [
1741 "fix ",
1742 "change ",
1743 "edit ",
1744 "modify ",
1745 "update ",
1746 "rename ",
1747 "refactor ",
1748 "patch ",
1749 "rewrite ",
1750 "implement ",
1751 "create a file",
1752 "create file",
1753 "add a file",
1754 "delete ",
1755 "remove ",
1756 "make the change",
1757 ]
1758 .iter()
1759 .any(|needle| lower.contains(needle))
1760}
1761
1762pub(crate) fn classify_query_intent(workflow_mode: WorkflowMode, user_input: &str) -> QueryIntent {
1763 let lower = user_input.to_lowercase();
1764 let trimmed = user_input.trim().to_ascii_lowercase();
1765
1766 let mentions_runtime_trace = contains_any(
1767 &lower,
1768 &[
1769 "trace",
1770 "how does",
1771 "what are the main runtime subsystems",
1772 "how does a user message move",
1773 "separate normal assistant output",
1774 "session reset behavior",
1775 "file references",
1776 "event types",
1777 "channels",
1778 ],
1779 );
1780 let anti_guess = contains_any(&lower, &["do not guess", "if you are unsure"]);
1781 let capability_mode = mentions_capability_question(&lower);
1782 let capability_needs_repo =
1783 capability_mode && capability_question_requires_repo_inspection(&lower);
1784 let host_inspection_mode = preferred_host_inspection_topic(&lower).is_some();
1785 let maintainer_workflow_mode = preferred_maintainer_workflow(&lower).is_some();
1786 let workspace_workflow_mode =
1787 preferred_workspace_workflow(&lower).is_some() && !maintainer_workflow_mode;
1788 let toolchain_mode = contains_any(
1789 &lower,
1790 &[
1791 "tooling discipline",
1792 "best read-only toolchain",
1793 "identify the best tools you actually have",
1794 "concrete read-only investigation plan",
1795 "do not execute the plan",
1796 "available repo-inspection tools",
1797 "tool choice discipline",
1798 "what tools would you choose first",
1799 ],
1800 ) || (lower.contains("which tools") && lower.contains("why"))
1801 || (lower.contains("when would you choose") && lower.contains("tool"));
1802 let architecture_overview_mode = {
1803 let architecture_signals = contains_any(
1804 &lower,
1805 &[
1806 "architecture overview",
1807 "architecture walkthrough",
1808 "full architecture",
1809 "runtime walkthrough",
1810 "control flow",
1811 "tool routing",
1812 "workflow modes",
1813 "repo map behavior",
1814 "mcp policy",
1815 "prompt budgeting",
1816 "compaction",
1817 "file ownership",
1818 "owner file",
1819 "project structure",
1820 "repository structure",
1821 ],
1822 );
1823 let broad = contains_any(
1824 &lower,
1825 &[
1826 "full detailed",
1827 "all in one answer",
1828 "concrete file ownership",
1829 "walk me through",
1830 "major runtime pieces",
1831 "which files own",
1832 "how",
1833 "explain",
1834 "overview",
1835 ],
1836 );
1837 (architecture_signals && broad)
1838 || (lower.contains("runtime")
1839 && lower.contains("workflow")
1840 && (lower.contains("architecture") || lower.contains("tool routing")))
1841 || mentions_broad_system_walkthrough(&lower)
1842 };
1843
1844 let direct_answer = if trimmed == "/about" || mentions_creator_question(&lower) {
1845 Some(DirectAnswerKind::About)
1846 } else if matches!(
1847 trimmed.as_str(),
1848 "who are you" | "who are you?" | "what are you" | "what are you?"
1849 ) || (lower.contains("what is hematite") && !lower.contains("lm studio"))
1850 {
1851 Some(DirectAnswerKind::Identity)
1852 } else if (mentions_stable_product_surface(&lower) || mentions_product_truth_routing(&lower))
1853 && contains_any(
1854 &lower,
1855 &[
1856 "how hematite answers",
1857 "how does hematite answer",
1858 "how hematite handles",
1859 "how does hematite handle",
1860 "how hematite decides",
1861 "how does hematite decide",
1862 "decides whether",
1863 "decide whether",
1864 ],
1865 )
1866 {
1867 Some(DirectAnswerKind::ProductSurface)
1868 } else if mentions_reset_commands(&lower)
1869 && contains_any(
1870 &lower,
1871 &[
1872 "exact difference",
1873 "difference between",
1874 "explain the exact difference",
1875 "what is the difference",
1876 ],
1877 )
1878 {
1879 Some(DirectAnswerKind::SessionResetSemantics)
1880 } else if (lower.contains("reasoning output") || lower.contains("reasoning"))
1881 && contains_any(
1882 &lower,
1883 &["visible chat output", "visible chat", "chat output"],
1884 )
1885 {
1886 Some(DirectAnswerKind::ReasoningSplit)
1887 } else if lower.contains("/ask")
1888 && lower.contains("/code")
1889 && lower.contains("/architect")
1890 && lower.contains("/read-only")
1891 && lower.contains("/auto")
1892 && contains_any(&lower, &["difference", "differences", "what are"])
1893 {
1894 Some(DirectAnswerKind::WorkflowModes)
1895 } else if lower.contains(".hematite/settings.json")
1896 && lower.contains("gemma_native_auto")
1897 && lower.contains("gemma_native_formatting")
1898 {
1899 Some(DirectAnswerKind::GemmaNativeSettings)
1900 } else if contains_any(
1901 &lower,
1902 &[
1903 "skip verification",
1904 "skip build verification",
1905 "commit it immediately",
1906 "commit immediately",
1907 ],
1908 ) && contains_any(
1909 &lower,
1910 &[
1911 "make a code change",
1912 "make the change",
1913 "change the code",
1914 "edit the code",
1915 "edit a file",
1916 "implement",
1917 ],
1918 ) {
1919 Some(DirectAnswerKind::UnsafeWorkflowPressure)
1920 } else if contains_any(&lower, &["/gemma-native", "gemma native"])
1921 && contains_any(&lower, &["what does", "what is", "how does", "what do"])
1922 {
1923 Some(DirectAnswerKind::GemmaNative)
1924 } else if lower.contains("verify_build")
1925 && lower.contains(".hematite/settings.json")
1926 && contains_any(
1927 &lower,
1928 &["build", "test", "lint", "fix", "verification commands"],
1929 )
1930 {
1931 Some(DirectAnswerKind::VerifyProfiles)
1932 } else if (lower.contains("carry forward by default")
1933 || lower.contains("session memory should you carry forward")
1934 || (lower.contains("carry forward")
1935 && contains_any(
1936 &lower,
1937 &[
1938 "besides the active task",
1939 "blocker",
1940 "compacts",
1941 "recovers from a blocker",
1942 "session state",
1943 ],
1944 )))
1945 && contains_any(
1946 &lower,
1947 &[
1948 "restarted hematite",
1949 "restarted",
1950 "avoid carrying forward",
1951 "session state",
1952 "active task",
1953 "blocker",
1954 "compacts",
1955 "recovers from a blocker",
1956 ],
1957 )
1958 {
1959 Some(DirectAnswerKind::SessionMemory)
1960 } else if contains_any(
1961 &lower,
1962 &[
1963 "recovery recipe",
1964 "recovery recipes",
1965 "recovery step",
1966 "recovery steps",
1967 ],
1968 ) && contains_any(
1969 &lower,
1970 &[
1971 "blocker",
1972 "runtime failure",
1973 "degrades",
1974 "context window",
1975 "context-window",
1976 "operator",
1977 ],
1978 ) {
1979 Some(DirectAnswerKind::RecoveryRecipes)
1980 } else if !architecture_overview_mode
1981 && contains_any(
1982 &lower,
1983 &[
1984 "mcp server health",
1985 "mcp runtime state",
1986 "mcp lifecycle",
1987 "mcp state",
1988 "mcp healthy",
1989 "mcp degraded",
1990 "mcp failed",
1991 ],
1992 )
1993 {
1994 Some(DirectAnswerKind::McpLifecycle)
1995 } else if contains_any(
1996 &lower,
1997 &[
1998 "allowed, denied, or require approval",
1999 "allowed denied or require approval",
2000 "allow, ask, or deny",
2001 "tool call should be allowed",
2002 "authorization logic",
2003 "workspace trust",
2004 "trust-allowlisted",
2005 ],
2006 ) {
2007 Some(DirectAnswerKind::AuthorizationPolicy)
2008 } else if contains_any(
2009 &lower,
2010 &[
2011 "tool classes",
2012 "tool class",
2013 "flat tool list",
2014 "runtime tool classes",
2015 "different runtime tool classes",
2016 ],
2017 ) || (lower.contains("repo reads")
2018 && lower.contains("repo writes")
2019 && contains_any(
2020 &lower,
2021 &[
2022 "verification tools",
2023 "git tools",
2024 "external mcp tools",
2025 "different runtime",
2026 ],
2027 ))
2028 {
2029 Some(DirectAnswerKind::ToolClasses)
2030 } else if contains_any(
2031 &lower,
2032 &[
2033 "built-in tool catalog",
2034 "builtin tool catalog",
2035 "builtin-tool dispatch",
2036 "built-in tool dispatch",
2037 "tool registry ownership",
2038 "which file now owns",
2039 ],
2040 ) && contains_any(
2041 &lower,
2042 &[
2043 "tool catalog",
2044 "dispatch path",
2045 "dispatch",
2046 "tool registry",
2047 "owns",
2048 ],
2049 ) {
2050 Some(DirectAnswerKind::ToolRegistryOwnership)
2051 } else if (lower.contains("other coding languages")
2052 || lower.contains("what languages")
2053 || lower.contains("know other languages"))
2054 && contains_any(
2055 &lower,
2056 &[
2057 "capable of making projects",
2058 "can you make projects",
2059 "can you build projects",
2060 ],
2061 )
2062 {
2063 Some(DirectAnswerKind::LanguageCapability)
2064 } else if workflow_mode == WorkflowMode::Architect
2065 && (lower.contains("session reset")
2066 || (lower.contains("/clear") && lower.contains("/new") && lower.contains("/forget")))
2067 && contains_any(&lower, &["redesign", "clearer", "easier", "understand"])
2068 {
2069 Some(DirectAnswerKind::ArchitectSessionResetPlan)
2070 } else if toolchain_mode
2071 && lower.contains("read-only")
2072 && contains_any(
2073 &lower,
2074 &[
2075 "tooling discipline",
2076 "investigation plan",
2077 "best read-only toolchain",
2078 "tool choice discipline",
2079 "what tools would you choose first",
2080 ],
2081 )
2082 {
2083 Some(DirectAnswerKind::Toolchain)
2084 } else {
2085 None
2086 };
2087
2088 let primary_class = if direct_answer.is_some()
2089 || mentions_stable_product_surface(&lower)
2090 || mentions_product_truth_routing(&lower)
2091 {
2092 QueryIntentClass::ProductTruth
2093 } else if architecture_overview_mode {
2094 QueryIntentClass::RepoArchitecture
2095 } else if toolchain_mode {
2096 QueryIntentClass::Toolchain
2097 } else if capability_mode {
2098 QueryIntentClass::Capability
2099 } else if mentions_runtime_trace || anti_guess || lower.contains("read-only") {
2100 QueryIntentClass::RuntimeDiagnosis
2101 } else if looks_like_mutation_request(user_input) {
2102 QueryIntentClass::Implementation
2103 } else {
2104 QueryIntentClass::Unknown
2105 };
2106
2107 QueryIntent {
2108 primary_class,
2109 direct_answer,
2110 grounded_trace_mode: mentions_runtime_trace || lower.contains("read-only") || anti_guess,
2111 capability_mode,
2112 capability_needs_repo,
2113 toolchain_mode,
2114 host_inspection_mode,
2115 maintainer_workflow_mode,
2116 workspace_workflow_mode,
2117 architecture_overview_mode,
2118 }
2119}
2120
2121pub(crate) fn is_capability_probe_tool(name: &str) -> bool {
2122 matches!(
2123 name,
2124 "read_file"
2125 | "inspect_lines"
2126 | "list_files"
2127 | "grep_files"
2128 | "lsp_definitions"
2129 | "lsp_references"
2130 | "lsp_hover"
2131 | "lsp_search_symbol"
2132 | "lsp_get_diagnostics"
2133 | "trace_runtime_flow"
2134 | "auto_pin_context"
2135 | "list_pinned"
2136 )
2137}
2138
2139
2140pub fn needs_computation_sandbox(user_input: &str) -> bool {
2144 let lower = user_input.to_lowercase();
2145 let hash_or_checksum = lower.contains("sha")
2146 || lower.contains("md5")
2147 || lower.contains("checksum")
2148 || lower.contains("crc")
2149 || lower.contains("hash")
2150 || lower.contains("fingerprint");
2151 let financial =
2152 (lower.contains("calculat") || lower.contains("compute") || lower.contains("what is"))
2153 && (lower.contains("percent")
2154 || lower.contains("%")
2155 || lower.contains("interest")
2156 || lower.contains("compound")
2157 || lower.contains("roi")
2158 || lower.contains("tax")
2159 || lower.contains("discount")
2160 || lower.contains("profit")
2161 || lower.contains("loss"));
2162 let statistics = lower.contains("standard deviation")
2163 || lower.contains("std dev")
2164 || lower.contains("mean of")
2165 || lower.contains("median of")
2166 || lower.contains("average of")
2167 || lower.contains("variance")
2168 || lower.contains("regression")
2169 || lower.contains("correlation");
2170 let date_math = (lower.contains("how many days")
2171 || lower.contains("days between")
2172 || lower.contains("days until")
2173 || lower.contains("days since")
2174 || lower.contains("unix timestamp")
2175 || lower.contains("epoch")
2176 || lower.contains("time zone")
2177 || lower.contains("timezone"))
2178 && (lower.contains("date")
2179 || lower.contains("day")
2180 || lower.contains("timestamp")
2181 || lower.contains("time"));
2182 let algorithmic = lower.contains("is prime")
2183 || lower.contains("prime number")
2184 || lower.contains("factori")
2185 || lower.contains("fibonacci")
2186 || lower.contains("factorial")
2187 || lower.contains("sort this")
2188 || lower.contains("verify this algorithm")
2189 || lower.contains("run this code")
2190 || lower.contains("execute this");
2191 let unit_conversion = (lower.contains("convert") || lower.contains("how many"))
2192 && (lower.contains(" bytes")
2193 || lower.contains(" kb")
2194 || lower.contains(" mb")
2195 || lower.contains(" gb")
2196 || lower.contains(" tb")
2197 || lower.contains("gigabyte")
2198 || lower.contains("megabyte")
2199 || lower.contains("celsius")
2200 || lower.contains("fahrenheit")
2201 || lower.contains("kelvin")
2202 || lower.contains("kilometers")
2203 || lower.contains("miles")
2204 || lower.contains("pounds")
2205 || lower.contains("kilograms"));
2206 hash_or_checksum || financial || statistics || date_math || algorithmic || unit_conversion
2207}
2208
2209#[cfg(test)]
2210mod tests {
2211 use super::*;
2212
2213 #[test]
2214 fn classify_query_intent_routes_creator_questions_to_about() {
2215 let intent = classify_query_intent(WorkflowMode::Auto, "Who created Hematite?");
2216 assert_eq!(intent.direct_answer, Some(DirectAnswerKind::About));
2217
2218 let intent = classify_query_intent(WorkflowMode::Auto, "/about");
2219 assert_eq!(intent.direct_answer, Some(DirectAnswerKind::About));
2220 }
2221
2222 #[test]
2223 fn classify_query_intent_marks_maintainer_workflow_requests() {
2224 let intent = classify_query_intent(
2225 WorkflowMode::Auto,
2226 "Run my cleanup scripts and prune old artifacts.",
2227 );
2228 assert!(intent.maintainer_workflow_mode);
2229 assert_eq!(
2230 preferred_maintainer_workflow("Rebuild the local portable and update PATH."),
2231 Some("package_windows")
2232 );
2233 assert_eq!(
2234 preferred_maintainer_workflow("Run the release flow and publish crates."),
2235 Some("release")
2236 );
2237 }
2238
2239 #[test]
2240 fn classify_query_intent_marks_workspace_workflow_requests() {
2241 let intent = classify_query_intent(WorkflowMode::Auto, "Run the tests in this project.");
2242 assert!(intent.workspace_workflow_mode);
2243 assert_eq!(
2244 preferred_workspace_workflow("Run the tests in this project."),
2245 Some("test")
2246 );
2247 assert_eq!(
2248 preferred_workspace_workflow("Run npm run dev in this repo."),
2249 Some("script")
2250 );
2251 }
2252}