1use super::conversation::WorkflowMode;
2
3#[derive(Clone, Copy, Debug, Eq, PartialEq)]
4pub 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 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 HostInspection,
35 ArchitectSessionResetPlan,
36}
37
38#[derive(Clone, Copy, Debug)]
39pub struct QueryIntent {
40 pub primary_class: QueryIntentClass,
41 pub direct_answer: Option<DirectAnswerKind>,
42 pub grounded_trace_mode: bool,
43 pub capability_mode: bool,
44 pub capability_needs_repo: bool,
45 pub toolchain_mode: bool,
46 pub host_inspection_mode: bool,
47 pub maintainer_workflow_mode: bool,
48 pub workspace_workflow_mode: bool,
49 pub architecture_overview_mode: bool,
50 pub sovereign_mode: bool,
51 pub surgical_filesystem_mode: bool,
52}
53
54fn contains_any(haystack: &str, needles: &[&str]) -> bool {
55 needles.iter().any(|needle| haystack.contains(needle))
56}
57
58fn contains_all(haystack: &str, needles: &[&str]) -> bool {
59 needles.iter().all(|needle| haystack.contains(needle))
60}
61
62fn mentions_reset_commands(lower: &str) -> bool {
63 contains_all(lower, &["/clear", "/new", "/forget"])
64}
65
66fn mentions_stable_product_surface(lower: &str) -> bool {
67 contains_any(
68 lower,
69 &[
70 "stable product-surface question",
71 "stable product surface question",
72 "stable product-surface questions",
73 "stable product surface questions",
74 ],
75 )
76}
77
78fn mentions_product_truth_routing(lower: &str) -> bool {
79 let asks_decision_policy = contains_any(
80 lower,
81 &[
82 "how hematite decides",
83 "how does hematite decide",
84 "decides whether",
85 "decide whether",
86 ],
87 );
88 let asks_direct_vs_inspect_split = contains_any(
89 lower,
90 &[
91 "answered as stable product truth",
92 "stable product truth",
93 "stable product behavior",
94 "answer directly",
95 "direct answer",
96 "inspect the repository",
97 "inspect repository",
98 "repository implementation",
99 "repo implementation",
100 ],
101 );
102 asks_decision_policy && asks_direct_vs_inspect_split
103}
104
105fn mentions_broad_system_walkthrough(lower: &str) -> bool {
106 let asks_walkthrough = contains_any(
107 lower,
108 &[
109 "walk me through",
110 "walk through",
111 "how hematite is wired",
112 "understand how hematite is wired",
113 "major runtime pieces",
114 "normal message moves",
115 "moves from the tui to the model and back",
116 ],
117 );
118 let asks_multiple_runtime_areas = contains_any(
119 lower,
120 &[
121 "session recovery",
122 "tool policy",
123 "mcp state",
124 "mcp policy",
125 "files own the major runtime pieces",
126 "which files own",
127 "where session recovery",
128 "where tool policy",
129 "where mcp state",
130 ],
131 );
132 asks_walkthrough && asks_multiple_runtime_areas
133}
134
135fn mentions_capability_question(lower: &str) -> bool {
136 contains_any(
137 lower,
138 &[
139 "what can you do",
140 "what are you capable",
141 "can you make projects",
142 "can you build projects",
143 "do you know other coding languages",
144 "other coding languages",
145 "what languages",
146 "can you use the internet",
147 "internet research capabilities",
148 "what tools do you have",
149 ],
150 )
151}
152
153fn mentions_creator_question(lower: &str) -> bool {
154 contains_any(
155 lower,
156 &[
157 "who created you",
158 "who built you",
159 "who made you",
160 "who developed you",
161 "who engineered you",
162 "who engineered your architecture",
163 "who created hematite",
164 "who built hematite",
165 "who developed hematite",
166 "who engineered hematite",
167 "who maintains hematite",
168 "who authored hematite",
169 "who is the author",
170 "who wrote this",
171 "who made this app",
172 ],
173 )
174}
175
176fn capability_question_requires_repo_inspection(lower: &str) -> bool {
177 contains_any(
178 lower,
179 &[
180 "this repo",
181 "this repository",
182 "codebase",
183 "which files",
184 "implementation",
185 "in this project",
186 ],
187 )
188}
189
190fn mentions_host_inspection_question(lower: &str) -> bool {
191 let host_scope = contains_any(
192 lower,
193 &[
194 "path",
195 "package manager",
196 "package managers",
197 "env doctor",
198 "environment doctor",
199 "pip",
200 "winget",
201 "choco",
202 "scoop",
203 "network",
204 "adapter",
205 "dns",
206 "gateway",
207 "ip address",
208 "ipconfig",
209 "wifi",
210 "ethernet",
211 "service",
212 "services",
213 "daemon",
214 "startup type",
215 "process",
216 "processes",
217 "task manager",
218 "ram",
219 "cpu",
220 "gpu",
221 "vram",
222 "nvidia",
223 "memory",
224 "developer tools",
225 "toolchains",
226 "installed",
227 "desktop",
228 "downloads",
229 "folder",
230 "directory",
231 "local development",
232 "machine",
233 "computer",
234 "firewall",
235 "vpn",
236 "proxy",
237 "internet",
238 "online",
239 "connectivity",
240 "ssid",
241 "wireless",
242 "tcp connection",
243 "active connection",
244 "traceroute",
245 "tracert",
246 "dns cache",
247 "arp table",
248 "arp cache",
249 "route table",
250 "routing table",
251 "default gateway",
252 "next hop",
253 "power plan",
254 "power settings",
255 "uptime",
256 "reboot",
257 "silicon",
258 "throttle",
259 "throttled",
260 "clocks",
261 "mhz",
262 "health",
263 "report",
264 "bitlocker",
265 "rdp",
266 "remote desktop",
267 "vss",
268 "shadow copy",
269 "shadow copies",
270 "pagefile",
271 "virtual memory",
272 "swap",
273 "windows feature",
274 "optional feature",
275 "printer",
276 "print queue",
277 "winrm",
278 "psremoting",
279 "network stats",
280 "adapter stats",
281 "udp listening",
282 "udp port",
283 "session",
284 "logon",
285 "login",
286 "slat",
287 "error",
288 "warning",
289 "event",
290 "log",
291 "throughput",
292 "permission",
293 "access control",
294 "login",
295 "logon",
296 "registry",
297 "share",
298 "mbps",
299 "ad",
300 "sid",
301 "vm",
302 "hyper-v",
303 "hyperv",
304 "dhcp",
305 "lease",
306 ],
307 );
308 let host_action = contains_any(
309 lower,
310 &[
311 "inspect",
312 "count",
313 "tell me",
314 "summarize",
315 "how big",
316 "biggest",
317 "versions",
318 "duplicate",
319 "analyze",
320 "missing",
321 "ready",
322 "resolve",
323 "troubleshoot",
324 "show me",
325 "show",
326 "find",
327 "list",
328 "audit",
329 "test",
330 "check",
331 "is",
332 "are",
333 "am",
334 "why",
335 "what",
336 "currently",
337 "status",
338 "stats",
339 "vitals",
340 "telemetry",
341 "how",
342 "looking",
343 ],
344 );
345
346 host_scope && host_action
347}
348
349pub fn preferred_host_inspection_topic(user_input: &str) -> Option<&'static str> {
350 let lower = user_input.to_lowercase();
351 let asks_fix_plan = (lower.contains("fix")
352 || lower.contains("repair")
353 || lower.contains("resolve")
354 || lower.contains("troubleshoot"))
355 && (lower.contains("cargo")
356 || lower.contains("path")
357 || lower.contains("package manager")
358 || lower.contains("toolchain")
359 || lower.contains("port ")
360 || lower.contains("already in use")
361 || lower.contains("lm studio")
362 || lower.contains("localhost:1234")
363 || lower.contains("embedding model")
364 || lower.contains("no coding model loaded"));
365 let asks_path = lower.contains("path entries")
366 || lower.contains("raw path")
367 || (lower.contains("path") && (lower.contains("show") || lower.contains("what is")));
368 let asks_gpo = lower.contains("gpo")
369 || lower.contains("group policy")
370 || lower.contains("gpresult")
371 || lower.contains("applied policy");
372 let asks_certificates = lower.contains("cert")
373 || lower.contains("ssl")
374 || lower.contains("client cert")
375 || lower.contains("expiring cert");
376 let asks_integrity = lower.contains("integrity")
377 || lower.contains("sfc")
378 || lower.contains("dism")
379 || lower.contains("corruption")
380 || lower.contains("os health");
381 let asks_user_accounts = lower.contains("user account")
382 || lower.contains("local user")
383 || lower.contains("local group")
384 || lower.contains("get-localuser")
385 || lower.contains("get-localgroup")
386 || lower.contains("get-localgroupmember")
387 || lower.contains("who is logged in")
388 || lower.contains("who is logged on")
389 || lower.contains("who am i")
390 || lower.contains("logged in as")
391 || lower.contains("logged in user")
392 || lower.contains("logged on user")
393 || lower.contains("admin group")
394 || lower.contains("administrators group")
395 || lower.contains("local admin")
396 || lower.contains("who has admin")
397 || lower.contains("running as admin")
398 || lower.contains("is this elevated")
399 || lower.contains("active sessions")
400 || lower.contains("logon session")
401 || lower.contains("net user")
402 || lower.contains("net localgroup");
403 let asks_ad_user = lower.contains("ad user")
404 || lower.contains("domain user")
405 || (lower.contains("user") && (lower.contains("sid") || lower.contains("membership")));
406 let asks_dns_lookup = (lower.contains("dns") || lower.contains("record"))
407 && (lower.contains("lookup")
408 || lower.contains("srv")
409 || lower.contains("mx")
410 || lower.contains("txt"));
411 let asks_hyperv =
412 lower.contains("hyper-v") || lower.contains("hyperv") || lower.contains("list vm");
413 let asks_ip_config =
414 lower.contains("ipconfig") && (lower.contains("all") || lower.contains("detailed"));
415 let asks_domain = lower.contains("domain")
416 || lower.contains("active directory")
417 || lower.contains("ad join")
418 || lower.contains("workgroup")
419 || lower.contains("netbios");
420 let asks_device_health = lower.contains("device health")
421 || lower.contains("hardware error")
422 || lower.contains("malfunctioning")
423 || lower.contains("yellow bang")
424 || lower.contains("hardware failing");
425 let asks_drivers =
426 lower.contains("driver") || lower.contains("kmod") || lower.contains("kernel module");
427 let asks_peripherals = lower.contains("peripheral")
428 || lower.contains("usb")
429 || lower.contains("keyboard")
430 || lower.contains("mouse")
431 || lower.contains("pointer")
432 || lower.contains("monitor")
433 || lower.contains("input device")
434 || lower.contains("connected hardware");
435 let asks_sessions = lower.contains("session")
436 || lower.contains("login")
437 || lower.contains("who is on")
438 || lower.contains("active user");
439 let asks_virtualization = lower.contains("virtualization")
440 || lower.contains("hypervisor")
441 || lower.contains("vt-x")
442 || lower.contains("slat")
443 || lower.contains("v-p")
444 || lower.contains("nested virt")
445 || lower.contains("cpu model")
446 || lower.contains("ram size")
447 || lower.contains("hardware spec")
448 || lower.contains("hardware dna")
449 || lower.contains("hardware info")
450 || lower.contains("bios version")
451 || lower.contains("motherboard")
452 || lower.contains("how much ram")
453 || lower.contains("what processor")
454 || lower.contains("what cpu")
455 || (lower.contains("what hardware") && lower.contains("have"))
456 || (lower.contains("hardware") && lower.contains("inventory"));
457 let asks_startup = lower.contains("startup")
458 || lower.contains("boot program")
459 || lower.contains("autorun")
460 || lower.contains("run at boot");
461 let asks_env_doctor = lower.contains("env doctor")
462 || lower.contains("environment doctor")
463 || lower.contains("package manager")
464 || lower.contains("package managers")
465 || lower.contains("shims")
466 || lower.contains("path drift")
467 || lower.contains("environment is broken")
468 || lower.contains("env is broken")
469 || (lower.contains("dev machine") && lower.contains("off"))
470 || (lower.contains("environment") && lower.contains("sane"));
471 let asks_network = (((lower.contains("network") && !lower.contains("active directory"))
472 && !lower.contains("stat")
473 && !lower.contains("share")
474 && !lower.contains("throughput"))
475 || lower.contains("adapter")
476 || lower.contains("ip address")
477 || lower.contains("ipconfig")
478 || lower.contains("ipv4")
479 || lower.contains("ipv6")
480 || lower.contains("subnet")
481 || lower.contains("dns server")
482 || lower.contains("nameserver")
483 || lower.contains("wifi")
484 || lower.contains("wireless")
485 || lower.contains("ethernet")
486 || lower.contains("lan"))
487 && !asks_ad_user;
488 let asks_services = lower.contains("service")
489 || lower.contains("services")
490 || lower.contains("daemon")
491 || lower.contains("startup type")
492 || lower.contains("background service")
493 || lower.contains("windows service")
494 || lower.contains("systemctl")
495 || lower.contains("get-service");
496 let asks_processes = lower.contains("process")
497 || lower.contains("processes")
498 || lower.contains("task manager")
499 || lower.contains("what is running")
500 || lower.contains("what's running")
501 || lower.contains("using my ram")
502 || lower.contains("using ram")
503 || lower.contains("using my cpu")
504 || lower.contains("top memory")
505 || lower.contains("top ram")
506 || lower.contains("high memory")
507 || lower.contains("resource-heavy processes")
508 || lower.contains("heavy hitters")
509 || (lower.contains("using the most")
510 && (lower.contains("cpu") || lower.contains("ram") || lower.contains("memory")))
511 || (lower.contains("most cpu")
512 || lower.contains("most ram")
513 || lower.contains("most memory"))
514 || (lower.contains("hitting")
515 && (lower.contains("cpu") || lower.contains("ram") || lower.contains("disk")));
516 let asks_toolchains = lower.contains("developer tools")
517 || lower.contains("toolchains")
518 || (lower.contains("installed") && lower.contains("version"))
519 || (lower.contains("detect") && lower.contains("version"));
520 let _asks_permissions = lower.contains("permission")
521 || lower.contains("access control")
522 || lower.contains("get-acl")
523 || lower.contains("acl ")
524 || lower.contains("icacls")
525 || lower.contains("takeown")
526 || lower.contains("ntfs permission")
527 || (lower.contains("who has") && lower.contains("access"));
528 let _asks_login_history = lower.contains("login history")
529 || lower.contains("logon history")
530 || lower.contains("who logged in")
531 || lower.contains("recent logon")
532 || lower.contains("failed logon")
533 || lower.contains("event id 4624")
534 || lower.contains("eventid 4624");
535 let _asks_registry_audit = lower.contains("registry audit")
536 || lower.contains("persistence")
537 || lower.contains("debugger hijack")
538 || lower.contains("ifeo")
539 || lower.contains("winlogon shell")
540 || lower.contains("bootexecute")
541 || lower.contains("reg query")
542 || lower.contains("regedit")
543 || lower.contains("sticky keys")
544 || lower.contains("sethc.exe");
545 let asks_share_access = lower.contains("share access")
546 || lower.contains("unc path")
547 || lower.contains("smbshare")
548 || lower.contains("net share")
549 || lower.contains("net use")
550 || lower.contains("\\\\")
551 || lower.contains("share is reachable")
552 || lower.contains("reachable share")
553 || (lower.contains("network share")
554 && (lower.contains("reach") || lower.contains("access") || lower.contains("test")));
555 let asks_thermal = lower.contains("thermal")
556 || (lower.contains("throttle") && !lower.contains("gpu"))
557 || lower.contains("overheating")
558 || lower.contains("cpu temp");
559 let asks_overclocker = lower.contains("overclocker")
560 || lower.contains("nvidia stats")
561 || lower.contains("silicon health")
562 || lower.contains("mhz")
563 || (lower.contains("gpu")
564 && (lower.contains("throttle")
565 || lower.contains("bottleneck")
566 || lower.contains("clock")
567 || lower.contains("fan")
568 || lower.contains("power draw")
569 || lower.contains("frequency")));
570 let asks_hardware = lower.contains("cpu model")
571 || lower.contains("ram size")
572 || lower.contains("hardware spec")
573 || (lower.contains("what hardware") && lower.contains("have"))
574 || (lower.contains("gpu") && (lower.contains("what") || lower.contains("show")))
575 || lower.contains("motherboard")
576 || lower.contains("bios version");
577 let asks_activation = lower.contains("activation")
578 || lower.contains("slmgr")
579 || lower.contains("license status")
580 || lower.contains("is windows genuine");
581 let asks_patch_history = lower.contains("patch history")
582 || lower.contains("hotfix")
583 || lower.contains("kb history")
584 || lower.contains("installed updates");
585 let asks_ports = lower.contains("listening on port")
586 || lower.contains("listening port")
587 || lower.contains("open port")
588 || lower.contains("port 3000")
589 || lower.contains("port ")
590 || lower.contains("listening on ")
591 || lower.contains("exposed")
592 || lower.contains("what is listening")
593 || (lower.contains("listening") && lower.contains("port"));
594 let asks_repo_doctor = lower.contains("repo doctor")
595 || lower.contains("repository doctor")
596 || lower.contains("workspace health")
597 || lower.contains("repo health")
598 || lower.contains("workspace sanity")
599 || (lower.contains("git state")
600 && (lower.contains("release artifacts")
601 || lower.contains("build markers")
602 || lower.contains("hematite memory")));
603 let asks_directory = lower.contains("directory")
604 || lower.contains("folder")
605 || lower.contains("how big")
606 || lower.contains("biggest");
607 let asks_mutation_intent = (lower.contains("make")
608 || lower.contains("create")
609 || lower.contains("mkdir")
610 || lower.contains("organize")
611 || lower.contains("edit")
612 || lower.contains("write")
613 || lower.contains("save")
614 || lower.contains("update"))
615 && (lower.contains("folder")
616 || lower.contains("directory")
617 || lower.contains("file")
618 || lower.contains("code")
619 || lower.contains("desktop"));
620 let asks_broad_readiness = lower.contains("local development")
621 || lower.contains("ready for local development")
622 || (lower.contains("machine") && lower.contains("ready"))
623 || (lower.contains("computer") && lower.contains("ready"));
624 let asks_os_config = lower.contains("firewall")
625 || lower.contains("power plan")
626 || lower.contains("power settings")
627 || lower.contains("powercfg")
628 || lower.contains("uptime")
629 || lower.contains("boot time")
630 || lower.contains("last boot");
631 let asks_health_report = lower.contains("health report")
632 || lower.contains("system health")
633 || (lower.contains("how") && lower.contains("machine") && lower.contains("doing"))
634 || (lower.contains("status") && lower.contains("report") && !lower.contains("git"));
635 let asks_updates = lower.contains("up to date")
636 || lower.contains("windows update")
637 || lower.contains("pending update")
638 || lower.contains("update available")
639 || lower.contains("check for update")
640 || lower.contains("latest update")
641 || (lower.contains("update")
642 && (lower.contains("my pc")
643 || lower.contains("my computer")
644 || lower.contains("my machine")));
645 let asks_security = lower.contains("antivirus")
646 || lower.contains("defender")
647 || lower.contains("virus protection")
648 || lower.contains("malware")
649 || lower.contains("windows security")
650 || lower.contains("uac")
651 || lower.contains("windows activated")
652 || lower.contains("activation status")
653 || (lower.contains("protected") && (lower.contains("pc") || lower.contains("computer")))
654 || (lower.contains("security")
655 && !lower.contains("git")
656 && !lower.contains("ssh")
657 && !lower.contains("token"));
658 let asks_pending_reboot = lower.contains("need to restart")
659 || lower.contains("need to reboot")
660 || lower.contains("requires restart")
661 || lower.contains("requires a reboot")
662 || lower.contains("reboot required")
663 || lower.contains("restart required")
664 || lower.contains("pending restart")
665 || lower.contains("pending reboot")
666 || (lower.contains("restart")
667 && (lower.contains("waiting")
668 || lower.contains("queued")
669 || lower.contains("required")))
670 || (lower.contains("reboot") && lower.contains("required"))
671 || (lower.contains("reboot") && lower.contains("pending"))
672 || (lower.contains("restart") && lower.contains("pending"));
673 let asks_disk_health = lower.contains("disk health")
674 || lower.contains("drive health")
675 || lower.contains("hard drive dying")
676 || lower.contains("smart status")
677 || lower.contains("drive failing")
678 || lower.contains("drive fail")
679 || (lower.contains("dying") && (lower.contains("drive") || lower.contains("disk")))
680 || (lower.contains("healthy")
681 && (lower.contains("drive")
682 || lower.contains("disk")
683 || lower.contains("ssd")
684 || lower.contains("hdd")));
685 let asks_battery = lower.contains("battery")
686 || lower.contains("battery life")
687 || lower.contains("battery health")
688 || lower.contains("battery wear")
689 || lower.contains("charge level")
690 || lower.contains("how long until")
691 || (lower.contains("dying") && lower.contains("batter"));
692 let asks_recent_crashes = lower.contains("crash")
693 || lower.contains("bsod")
694 || lower.contains("blue screen")
695 || lower.contains("why did my pc restart")
696 || lower.contains("unexpected restart")
697 || lower.contains("sudden restart")
698 || lower.contains("kernel panic")
699 || lower.contains("app crash")
700 || (lower.contains("restart") && lower.contains("itself"))
701 || (lower.contains("restart") && lower.contains("by itself"));
702 let asks_log_check = lower.contains("event log")
703 || lower.contains("windows log")
704 || lower.contains("system log")
705 || lower.contains("error log")
706 || lower.contains("recent errors")
707 || lower.contains("recent warnings")
708 || lower.contains("recent events")
709 || lower.contains("event viewer")
710 || lower.contains("journald")
711 || lower.contains("journal log")
712 || lower.contains("show me warnings")
713 || (lower.contains("log") && lower.contains("error"))
714 || (lower.contains("log") && lower.contains("warning"))
715 || (lower.contains("show me") && lower.contains("error"))
716 || (lower.contains("show me") && lower.contains("warning"))
717 || (lower.contains("what errors") && lower.contains("log"));
718 let asks_scheduled_tasks = lower.contains("scheduled task")
719 || lower.contains("scheduled tasks")
720 || lower.contains("task scheduler")
721 || lower.contains("what runs on a timer")
722 || lower.contains("what runs at")
723 || lower.contains("cron job")
724 || lower.contains("background task");
725 let asks_dev_conflicts = lower.contains("dev conflict")
726 || lower.contains("environment conflict")
727 || lower.contains("toolchain conflict")
728 || lower.contains("version conflict")
729 || lower.contains("path conflict")
730 || lower.contains("duplicate path")
731 || (lower.contains("python") && lower.contains("wrong version"))
732 || (lower.contains("node") && lower.contains("wrong version"))
733 || lower.contains("conda shadow")
734 || lower.contains("dev environment clean");
735 let asks_disk_benchmark = lower.contains("benchmark")
736 || lower.contains("stress test")
737 || lower.contains("load test")
738 || lower.contains("intensity report")
739 || lower.contains("io intensity")
740 || lower.contains("disk intensity")
741 || lower.contains("thrash")
742 || lower.contains("latency report");
743 let asks_storage = lower.contains("storage")
744 || lower.contains("disk space")
745 || lower.contains("drive capacity")
746 || lower.contains("free space")
747 || lower.contains("how much space")
748 || lower.contains("space left")
749 || lower.contains("running out of space")
750 || lower.contains("i/o pressure")
751 || lower.contains("disk usage")
752 || lower.contains("disk usage")
753 || lower.contains("how much disk")
754 || lower.contains("how full")
755 || lower.contains("cache size")
756 || (lower.contains("drive") && lower.contains("usage"))
757 || (lower.contains("drives") && lower.contains("usage"))
758 || (lower.contains("where") && lower.contains("space") && lower.contains("go"));
759 let asks_resource_load = lower.contains("resource load")
760 || lower.contains("system load")
761 || lower.contains("performance")
762 || lower.contains("utilization")
763 || lower.contains("usage report")
764 || lower.contains("performance report")
765 || lower.contains("what is my load")
766 || lower.contains("current load")
767 || lower.contains("why is it slow")
768 || lower.contains("why is it laggy")
769 || lower.contains("slow")
770 || lower.contains("lag")
771 || lower.contains("sluggish")
772 || lower.contains("hang")
773 || lower.contains("unresponsive")
774 || lower.contains("is it working hard")
775 || lower.contains("high cpu")
776 || lower.contains("high ram")
777 || lower.contains("cpu load")
778 || lower.contains("heavy hitters")
779 || (lower.contains("resource") && lower.contains("usage"));
780
781 let asks_connectivity = lower.contains("internet")
782 || lower.contains("online")
783 || lower.contains("connectivity")
784 || lower.contains("am i connected")
785 || lower.contains("ping google")
786 || lower.contains("reach the internet")
787 || lower.contains("internet access")
788 || lower.contains("no internet")
789 || lower.contains("internet down")
790 || lower.starts_with("ping ")
791 || lower.contains(" ping ")
792 || (lower.contains("check") && lower.contains("connection"))
793 || (lower.contains("dns") && (lower.contains("resolv") || lower.contains("working")));
794 let asks_wifi = lower.contains("wi-fi")
795 || lower.contains("wifi")
796 || lower.contains("wireless")
797 || lower.contains("wlan")
798 || lower.contains("signal strength")
799 || lower.contains("ssid")
800 || lower.contains("access point")
801 || (lower.contains("wireless") && lower.contains("connect"));
802 let asks_connections = lower.contains("tcp connection")
803 || lower.contains("active connection")
804 || lower.contains("established connection")
805 || lower.contains("socket")
806 || lower.contains("netstat")
807 || (lower.contains("connection") && lower.contains("active"))
808 || (lower.contains("connection") && lower.contains("open"));
809 let asks_vpn = lower.contains("vpn")
810 || lower.contains("virtual private network")
811 || (lower.contains("tunnel") && (lower.contains("network") || lower.contains("vpn")));
812 let asks_proxy = lower.contains("proxy")
813 || lower.contains("proxy setting")
814 || lower.contains("winhttp proxy")
815 || lower.contains("system proxy")
816 || (lower.contains("routed") && lower.contains("proxy"));
817 let asks_firewall_rules = (lower.contains("firewall")
818 && (lower.contains("rule")
819 || lower.contains("block")
820 || lower.contains("allow")
821 || lower.contains("inbound")
822 || lower.contains("outbound")))
823 || lower.contains("blocked port")
824 || lower.contains("firewall rule");
825 let asks_traceroute = lower.contains("traceroute")
826 || lower.contains("tracert")
827 || lower.contains("tracepath")
828 || lower.contains("trace route")
829 || lower.contains("trace the route")
830 || lower.contains("trace the path")
831 || lower.contains("network path")
832 || lower.contains("how many hops")
833 || lower.contains("where does traffic go")
834 || (lower.contains("trace") && lower.contains("hop"))
835 || (lower.contains("route") && lower.contains("traffic"))
836 || (lower.contains("trace") && lower.contains("8.8.8.8"))
837 || (lower.contains("path") && lower.contains("8.8.8.8"));
838 let asks_dns_cache = lower.contains("dns cache")
839 || lower.contains("cached dns")
840 || lower.contains("dns lookup cache")
841 || lower.contains("displaydns")
842 || lower.contains("/displaydns")
843 || lower.contains("get-dnsclientcache")
844 || lower.contains("dns entries")
845 || (lower.contains("dns") && lower.contains("cached"));
846 let asks_arp = lower.contains("arp -")
847 || lower.contains("arp table")
848 || lower.contains("arp cache")
849 || lower.contains("mac address")
850 || lower.contains("neighbor table")
851 || lower.contains("ip to mac")
852 || lower.contains("ip neigh")
853 || (lower.contains("arp")
854 && (lower.contains("who") || lower.contains("entry") || lower.contains("entries")));
855 let asks_route_table = lower.contains("route print")
856 || lower.contains("route table")
857 || lower.contains("routing table")
858 || lower.contains("get-netroute")
859 || lower.contains("default gateway")
860 || lower.contains("network routes")
861 || lower.contains("ip route")
862 || lower.contains("next hop")
863 || (lower.contains("route")
864 && (lower.contains("table") || lower.contains("entry") || lower.contains("entries")));
865 let asks_env = (lower.contains("environment variable")
866 || lower.contains("env var")
867 || lower.contains("env vars")
868 || lower.contains("show env")
869 || lower.contains("list env"))
870 && !lower.contains("env doctor");
871 let asks_hosts_file = lower.contains("hosts file")
872 || lower.contains("/etc/hosts")
873 || lower.contains("etc/hosts")
874 || lower.contains("hosts entry")
875 || lower.contains("hosts entries")
876 || (lower.contains("hosts")
877 && (lower.contains("redirect")
878 || lower.contains("block")
879 || lower.contains("loopback")));
880 let asks_docker = lower.contains("docker")
881 || lower.contains("container")
882 || lower.contains("docker compose")
883 || lower.contains("docker ps")
884 || lower.contains("running container");
885 let asks_wsl = lower.contains("wsl")
886 || lower.contains("windows subsystem")
887 || lower.contains("linux distro")
888 || lower.contains("ubuntu on windows")
889 || (lower.contains("subsystem") && lower.contains("linux"));
890 let asks_ssh = (lower.contains("ssh") && !lower.contains("ssh key") && !lower.contains("git"))
891 || lower.contains("sshd")
892 || lower.contains("ssh config")
893 || lower.contains("ssh server")
894 || lower.contains("ssh client")
895 || lower.contains("known_hosts")
896 || lower.contains("authorized_keys")
897 || lower.contains("ssh key")
898 || (lower.contains("ssh")
899 && (lower.contains("running")
900 || lower.contains("service")
901 || lower.contains("port 22")));
902 let asks_installed_software = lower.contains("installed software")
903 || lower.contains("installed program")
904 || lower.contains("installed app")
905 || lower.contains("installed package")
906 || lower.contains("what is installed")
907 || lower.contains("what's installed")
908 || lower.contains("winget list")
909 || lower.contains("list programs")
910 || (lower.contains("installed")
911 && (lower.contains("on this machine")
912 || lower.contains("on my machine")
913 || lower.contains("on my pc")));
914 let asks_databases = lower.contains("postgres")
915 || lower.contains("postgresql")
916 || lower.contains("mysql")
917 || lower.contains("mariadb")
918 || lower.contains("mongodb")
919 || lower.contains("mongo")
920 || lower.contains("redis")
921 || lower.contains("sql server")
922 || lower.contains("mssql")
923 || lower.contains("sqlite")
924 || lower.contains("elasticsearch")
925 || lower.contains("cassandra")
926 || lower.contains("couchdb")
927 || (lower.contains("database")
928 && (lower.contains("running")
929 || lower.contains("service")
930 || lower.contains("installed")
931 || lower.contains("up")
932 || lower.contains("local")))
933 || lower.contains("db service")
934 || lower.contains("database server")
935 || (lower.contains("is")
936 && lower.contains("running")
937 && (lower.contains("db") || lower.contains("database")));
938 let asks_git_config = (lower.contains("git config")
939 || lower.contains("git configuration")
940 || lower.contains("git global")
941 || (lower.contains("git") && lower.contains("user.name"))
942 || (lower.contains("git") && lower.contains("user.email"))
943 || (lower.contains("git") && lower.contains("signing"))
944 || (lower.contains("git") && lower.contains("credential"))
945 || lower.contains("git aliases"))
946 && !lower.contains("github");
947 let asks_audit_policy = lower.contains("audit policy")
948 || lower.contains("auditpol")
949 || lower.contains("audit log")
950 || lower.contains("what is being logged")
951 || lower.contains("security audit")
952 || lower.contains("logon event")
953 || lower.contains("audit category")
954 || lower.contains("event auditing");
955 let asks_shares = lower.contains("smb share")
956 || lower.contains("network share")
957 || lower.contains("shared folder")
958 || lower.contains("mapped drive")
959 || lower.contains("mapped network drive")
960 || lower.contains("get-smbshare")
961 || lower.contains("what is shared")
962 || lower.contains("what am i sharing")
963 || lower.contains("smb session")
964 || lower.contains("lanmanager")
965 || lower.contains("netlanmanager")
966 || lower.contains("smb1")
967 || lower.contains("smb signing")
968 || lower.contains("nfs export");
969 let asks_dns_servers = (lower.contains("dns server")
970 || lower.contains("dns resolver")
971 || lower.contains("nameserver")
972 || lower.contains("which dns")
973 || lower.contains("what dns")
974 || lower.contains("dns over https")
975 || lower.contains("doh")
976 || lower.contains("dns search suffix")
977 || lower.contains("configured dns")
978 || lower.contains("get-dnsclientserveraddress"))
979 && !lower.contains("dns cache");
980 let asks_bitlocker = lower.contains("bitlocker")
981 || (lower.contains("drive") && lower.contains("encrypt"))
982 || (lower.contains("disk") && lower.contains("encrypt"))
983 || lower.contains("encryption status");
984 let asks_rdp = lower.contains("rdp")
985 || lower.contains("remote desktop")
986 || (lower.contains("remote") && lower.contains("access") && !lower.contains("git"));
987 let asks_shadow_copies = lower.contains("shadow copy")
988 || lower.contains("shadow copies")
989 || lower.contains("vss")
990 || lower.contains("snapshot")
991 || lower.contains("restore point");
992 let asks_pagefile = lower.contains("pagefile")
993 || lower.contains("page file")
994 || lower.contains("virtual memory")
995 || lower.contains("swap file")
996 || (lower.contains("paging") && lower.contains("file"));
997 let asks_windows_features = (lower.contains("window") && lower.contains("feature"))
998 || lower.contains("optional feature")
999 || lower.contains("iis")
1000 || lower.contains("hyper-v")
1001 || (lower.contains("feature")
1002 && (lower.contains("install")
1003 || lower.contains("enabled")
1004 || lower.contains("turn on")));
1005 let asks_printers =
1006 lower.contains("printer") || lower.contains("print queue") || lower.contains("get-printer");
1007 let asks_winrm = lower.contains("winrm")
1008 || lower.contains("psremoting")
1009 || (lower.contains("ps") && lower.contains("remoting"))
1010 || (lower.contains("remote") && lower.contains("management") && !lower.contains("rdp"));
1011 let asks_network_stats = (lower.contains("network") && lower.contains("stat"))
1012 || (lower.contains("adapter") && lower.contains("stat"))
1013 || (lower.contains("nic") && lower.contains("stat"))
1014 || lower.contains("throughput")
1015 || lower.contains("packet loss")
1016 || lower.contains("dropped packet");
1017 let asks_udp_ports = lower.contains("udp port")
1018 || lower.contains("udp listener")
1019 || (lower.contains("udp")
1020 && (lower.contains("port") || lower.contains("listen") || lower.contains("open")));
1021
1022 if asks_mutation_intent {
1026 return None;
1027 }
1028
1029 if asks_overclocker {
1031 Some("overclocker")
1032 } else if asks_ad_user {
1033 Some("ad_user")
1034 } else if asks_user_accounts {
1035 Some("user_accounts")
1036 } else if asks_dns_lookup {
1037 Some("dns_lookup")
1038 } else if asks_hyperv {
1039 Some("hyperv")
1040 } else if asks_ip_config {
1041 Some("ip_config")
1042 } else if asks_disk_benchmark {
1043 Some("disk_benchmark")
1044 } else if asks_fix_plan {
1045 Some("fix_plan")
1046 } else if asks_env_doctor {
1047 Some("env_doctor")
1048 } else if asks_overclocker {
1049 Some("overclocker")
1050 } else if asks_network_stats {
1051 Some("network_stats")
1052 } else if asks_share_access {
1053 Some("share_access")
1054 } else if asks_thermal {
1055 Some("thermal")
1056 } else if asks_activation {
1057 Some("activation")
1058 } else if asks_patch_history {
1059 Some("patch_history")
1060 } else if asks_storage {
1061 Some("storage")
1062 } else if asks_gpo {
1063 Some("gpo")
1064 } else if asks_certificates {
1065 Some("certificates")
1066 } else if asks_integrity {
1067 Some("integrity")
1068 } else if asks_domain {
1069 Some("domain")
1070 } else if asks_device_health {
1071 Some("device_health")
1072 } else if asks_drivers {
1073 Some("drivers")
1074 } else if asks_peripherals {
1075 Some("peripherals")
1076 } else if asks_user_accounts {
1077 Some("user_accounts")
1078 } else if asks_sessions {
1079 Some("sessions")
1080 } else if asks_virtualization {
1081 Some("hardware")
1082 } else if asks_services {
1083 Some("services")
1084 } else if asks_startup {
1085 Some("startup_items")
1086 } else if asks_bitlocker {
1087 Some("bitlocker")
1088 } else if asks_rdp {
1089 Some("rdp")
1090 } else if asks_shadow_copies {
1091 Some("shadow_copies")
1092 } else if asks_pagefile {
1093 Some("pagefile")
1094 } else if asks_windows_features {
1095 Some("windows_features")
1096 } else if asks_printers {
1097 Some("printers")
1098 } else if asks_winrm {
1099 Some("winrm")
1100 } else if (asks_path && asks_toolchains)
1101 || (mentions_host_inspection_question(&lower) && asks_broad_readiness)
1102 {
1103 Some("summary")
1104 } else if asks_env_doctor {
1105 Some("env_doctor")
1106 } else if asks_dns_servers {
1107 Some("dns_servers")
1108 } else if asks_connectivity {
1109 Some("connectivity")
1110 } else if asks_wifi {
1111 Some("wifi")
1112 } else if asks_connections {
1113 Some("connections")
1114 } else if asks_vpn {
1115 Some("vpn")
1116 } else if asks_proxy {
1117 Some("proxy")
1118 } else if asks_firewall_rules {
1119 Some("firewall_rules")
1120 } else if asks_traceroute {
1121 Some("traceroute")
1122 } else if asks_dns_cache {
1123 Some("dns_cache")
1124 } else if asks_arp {
1125 Some("arp")
1126 } else if asks_route_table {
1127 Some("route_table")
1128 } else if asks_network_stats {
1129 Some("network_stats")
1130 } else if asks_udp_ports {
1131 Some("udp_ports")
1132 } else if asks_shares {
1133 Some("shares")
1134 } else if asks_health_report {
1135 Some("health_report")
1136 } else if asks_os_config {
1137 Some("os_config")
1138 } else if asks_hardware || asks_virtualization {
1139 Some("hardware")
1140 } else if asks_network {
1141 Some("network")
1142 } else if asks_updates {
1143 Some("updates")
1144 } else if asks_audit_policy {
1145 Some("audit_policy")
1146 } else if asks_security {
1147 Some("security")
1148 } else if asks_pending_reboot {
1149 Some("pending_reboot")
1150 } else if asks_disk_health {
1151 Some("disk_health")
1152 } else if asks_battery {
1153 Some("battery")
1154 } else if asks_recent_crashes {
1155 Some("recent_crashes")
1156 } else if asks_log_check {
1157 Some("log_check")
1158 } else if asks_scheduled_tasks {
1159 Some("scheduled_tasks")
1160 } else if asks_dev_conflicts {
1161 Some("dev_conflicts")
1162 } else if asks_databases {
1163 Some("databases")
1164 } else if asks_docker {
1165 Some("docker")
1166 } else if asks_wsl {
1167 Some("wsl")
1168 } else if asks_ssh {
1169 Some("ssh")
1170 } else if asks_git_config {
1171 Some("git_config")
1172 } else if asks_installed_software {
1173 Some("installed_software")
1174 } else if asks_env {
1175 Some("env")
1176 } else if asks_hosts_file {
1177 Some("hosts_file")
1178 } else if asks_ports {
1179 Some("ports")
1180 } else if asks_processes {
1181 Some("processes")
1182 } else if asks_repo_doctor {
1183 Some("repo_doctor")
1184 } else if lower.contains("desktop") {
1185 Some("desktop")
1186 } else if lower.contains("downloads") {
1187 Some("downloads")
1188 } else if asks_path {
1189 Some("path")
1190 } else if asks_toolchains {
1191 Some("toolchains")
1192 } else if asks_resource_load {
1193 Some("resource_load")
1194 } else if asks_directory {
1195 Some("directory")
1196 } else if mentions_host_inspection_question(&lower) {
1197 Some("summary")
1198 } else {
1199 None
1200 }
1201}
1202
1203pub fn all_host_inspection_topics(user_input: &str) -> Vec<&'static str> {
1204 let lower = user_input.to_lowercase();
1207 let mut topics: Vec<&'static str> = Vec::new();
1208
1209 let detectors: &[(&str, fn(&str) -> bool)] = &[
1210 ("overclocker", |l| {
1211 l.contains("overclocker")
1212 || l.contains("gpu clock")
1213 || l.contains("gpu throttle")
1214 || l.contains("throttle reason")
1215 || l.contains("root cause")
1216 || l.contains("nvidia stats")
1217 || l.contains("silicon health")
1218 || (l.contains("gpu")
1219 && (l.contains("throttle")
1220 || l.contains("bottleneck")
1221 || l.contains("performance")))
1222 }),
1223 ("directory", |l| {
1224 (l.contains("make")
1225 || l.contains("create")
1226 || l.contains("mkdir")
1227 || l.contains("organize"))
1228 && (l.contains("folder")
1229 || l.contains("directory")
1230 || l.contains("project area")
1231 || l.contains("desktop"))
1232 }),
1233 ("ad_user", |l| {
1234 l.contains("ad user")
1235 || l.contains("domain user")
1236 || (l.contains("user") && (l.contains("sid") || l.contains("membership")))
1237 }),
1238 ("dns_lookup", |l| {
1239 l.contains("dns lookup")
1240 || l.contains("dns record")
1241 || l.contains("dns query")
1242 || l.contains("nslookup")
1243 || l.contains(" dig ")
1244 || l.contains("srv record")
1245 || l.contains("mx record")
1246 }),
1247 ("hyperv", |l| {
1248 l.contains("hyper-v")
1249 || l.contains("hyperv")
1250 || (l.contains("virtual machine") && l.contains("load"))
1251 || l.contains("vmmem")
1252 }),
1253 ("ip_config", |l| {
1254 l.contains("ipconfig")
1255 || l.contains("ip config")
1256 || l.contains("adapter detail")
1257 || l.contains("dhcp lease")
1258 }),
1259 ("fix_plan", |l| {
1260 l.contains("fix")
1261 && (l.contains("cargo")
1262 || l.contains("port ")
1263 || l.contains("lm studio")
1264 || l.contains("toolchain"))
1265 }),
1266 ("updates", |l| {
1267 l.contains("up to date")
1268 || l.contains("windows update")
1269 || l.contains("pending update")
1270 || l.contains("update available")
1271 }),
1272 ("security", |l| {
1273 l.contains("antivirus")
1274 || l.contains("defender")
1275 || l.contains("uac")
1276 || (l.contains("security") && !l.contains("git") && !l.contains("ssh"))
1277 }),
1278 ("permissions", |l| {
1279 l.contains("permission") || l.contains("access control") || l.contains("get-acl")
1280 }),
1281 ("login_history", |l| {
1282 l.contains("login history")
1283 || l.contains("logon history")
1284 || l.contains("event id 4624")
1285 }),
1286 ("registry_audit", |l| {
1287 l.contains("registry audit")
1288 || l.contains("persistence")
1289 || l.contains("ifeo")
1290 || l.contains("reg query")
1291 }),
1292 ("share_access", |l| {
1293 l.contains("share access")
1294 || l.contains("unc path")
1295 || l.contains("smbshare")
1296 || l.contains("net share")
1297 }),
1298 ("thermal", |l| {
1299 l.contains("thermal") || l.contains("throttling") || l.contains("overheating")
1300 }),
1301 ("overclocker", |l| {
1302 l.contains("overclocker")
1303 || l.contains("gpu clock")
1304 || l.contains("nvidia stats")
1305 || l.contains("silicon health")
1306 || l.contains("mhz")
1307 }),
1308 ("activation", |l| {
1309 l.contains("activation") || l.contains("slmgr") || l.contains("license status")
1310 }),
1311 ("patch_history", |l| {
1312 l.contains("patch history") || l.contains("hotfix") || l.contains("kb history")
1313 }),
1314 ("pending_reboot", |l| {
1315 l.contains("pending reboot")
1316 || l.contains("pending restart")
1317 || l.contains("need to restart")
1318 || l.contains("reboot required")
1319 || (l.contains("reboot") && l.contains("pending"))
1320 || (l.contains("restart") && l.contains("pending"))
1321 }),
1322 ("disk_health", |l| {
1323 l.contains("disk health")
1324 || l.contains("drive health")
1325 || l.contains("smart status")
1326 || (l.contains("healthy")
1327 && (l.contains("drive") || l.contains("disk") || l.contains("ssd")))
1328 }),
1329 ("battery", |l| l.contains("battery")),
1330 ("recent_crashes", |l| {
1331 l.contains("crash") || l.contains("bsod") || l.contains("blue screen")
1332 }),
1333 ("scheduled_tasks", |l| {
1334 l.contains("scheduled task") || l.contains("task scheduler")
1335 }),
1336 ("ad_user", |l| {
1337 l.contains("ad user")
1338 || l.contains("domain user")
1339 || (l.contains("user") && l.contains("sid"))
1340 }),
1341 ("dns_lookup", |l| {
1342 l.contains("dns") && (l.contains("lookup") || l.contains("srv") || l.contains("mx"))
1343 }),
1344 ("hyperv", |l| {
1345 l.contains("hyper-v")
1346 || l.contains("hyperv")
1347 || (l.contains("list") && l.contains("vm"))
1348 }),
1349 ("ip_config", |l| {
1350 l.contains("ipconfig") && (l.contains("all") || l.contains("detail"))
1351 }),
1352 ("dev_conflicts", |l| {
1353 l.contains("dev conflict")
1354 || l.contains("toolchain conflict")
1355 || l.contains("duplicate path")
1356 }),
1357 ("storage", |l| {
1358 l.contains("disk space")
1359 || l.contains("storage")
1360 || l.contains("drive capacity")
1361 || l.contains("cache size")
1362 || l.contains("i/o pressure")
1363 || l.contains("disk usage")
1364 }),
1365 ("hardware", |l| {
1366 l.contains("cpu model")
1367 || l.contains("ram size")
1368 || l.contains("hardware spec")
1369 || (l.contains("what hardware") && l.contains("have"))
1370 }),
1371 ("health_report", |l| {
1372 l.contains("health report") || l.contains("system health")
1373 }),
1374 ("resource_load", |l| {
1375 l.contains("resource load")
1376 || l.contains("cpu load")
1377 || l.contains("ram %")
1378 || l.contains("cpu %")
1379 || l.contains("performance")
1380 || l.contains("slow")
1381 || l.contains("lag")
1382 || l.contains("sluggish")
1383 || l.contains("hang")
1384 || l.contains("unresponsive")
1385 }),
1386 ("processes", |l| {
1387 l.contains("process")
1388 || l.contains("task manager")
1389 || l.contains("what is running")
1390 || l.contains("using my ram")
1391 || l.contains("hitting the disk")
1392 || l.contains("disk thrasher")
1393 }),
1394 ("services", |l| {
1395 l.contains("service") || l.contains("daemon") || l.contains("windows service")
1396 }),
1397 ("ports", |l| {
1398 l.contains("listening port")
1399 || l.contains("open port")
1400 || l.contains("what is on port")
1401 || l.contains("port 3000")
1402 || (l.contains("listening") && l.contains("port"))
1403 }),
1404 ("traceroute", |l| {
1405 l.contains("traceroute")
1406 || l.contains("tracert")
1407 || l.contains("trace route")
1408 || l.contains("trace the path")
1409 || l.contains("network path")
1410 || l.contains("how many hops")
1411 || (l.contains("trace") && l.contains("hop"))
1412 }),
1413 ("dns_cache", |l| {
1414 l.contains("dns cache")
1415 || l.contains("cached dns")
1416 || l.contains("displaydns")
1417 || (l.contains("dns") && l.contains("cached"))
1418 }),
1419 ("arp", |l| {
1420 l.contains("arp table")
1421 || l.contains("arp cache")
1422 || l.contains("mac address")
1423 || l.contains("ip to mac")
1424 || l.contains("arp -")
1425 }),
1426 ("route_table", |l| {
1427 l.contains("route table")
1428 || l.contains("routing table")
1429 || l.contains("route print")
1430 || l.contains("network route")
1431 || l.contains("next hop")
1432 }),
1433 ("connectivity", |l| {
1434 l.contains("internet")
1435 || l.contains("am i connected")
1436 || l.contains("ping google")
1437 || l.contains("internet access")
1438 || l.contains("no internet")
1439 }),
1440 ("wifi", |l| {
1441 l.contains("wi-fi")
1442 || l.contains("wifi")
1443 || l.contains("wireless")
1444 || l.contains("ssid")
1445 || l.contains("signal strength")
1446 }),
1447 ("connections", |l| {
1448 l.contains("tcp connection")
1449 || l.contains("active connection")
1450 || l.contains("netstat")
1451 || l.contains("open socket")
1452 || (l.contains("established") && l.contains("connection"))
1453 }),
1454 ("vpn", |l| {
1455 l.contains("vpn") || l.contains("virtual private network")
1456 }),
1457 ("proxy", |l| {
1458 l.contains("proxy setting") || l.contains("system proxy") || l.contains("winhttp proxy")
1459 }),
1460 ("firewall_rules", |l| {
1461 (l.contains("firewall")
1462 && (l.contains("rule") || l.contains("inbound") || l.contains("outbound")))
1463 || l.contains("firewall rule")
1464 }),
1465 ("network", |l| {
1466 l.contains("network adapter")
1467 || l.contains("ip address")
1468 || l.contains("ipconfig")
1469 || l.contains("gateway")
1470 || l.contains("subnet")
1471 }),
1472 ("env_doctor", |l| {
1473 l.contains("env doctor")
1474 || l.contains("environment doctor")
1475 || l.contains("package manager")
1476 || l.contains("path drift")
1477 }),
1478 ("os_config", |l| {
1479 l.contains("power plan")
1480 || l.contains("uptime")
1481 || l.contains("boot time")
1482 || l.contains("last boot")
1483 }),
1484 ("overclocker", |l| {
1485 l.contains("overclocker")
1486 || l.contains("gpu clock")
1487 || l.contains("gpu throttle")
1488 || l.contains("nvidia stats")
1489 || l.contains("silicon health")
1490 || l.contains("mhz")
1491 || (l.contains("gpu") && (l.contains("throttle") || l.contains("bottleneck")))
1492 }),
1493 ("path", |l| {
1494 l.contains("path entries") || l.contains("raw path")
1495 }),
1496 ("toolchains", |l| {
1497 l.contains("developer tools")
1498 || l.contains("toolchains")
1499 || (l.contains("installed") && l.contains("version"))
1500 }),
1501 ("docker", |l| {
1502 l.contains("docker") || l.contains("container") || l.contains("running container")
1503 }),
1504 ("wsl", |l| {
1505 l.contains("wsl")
1506 || l.contains("windows subsystem")
1507 || (l.contains("subsystem") && l.contains("linux"))
1508 }),
1509 ("ssh", |l| {
1510 l.contains("ssh")
1511 || l.contains("sshd")
1512 || l.contains("known_hosts")
1513 || l.contains("authorized_keys")
1514 }),
1515 ("git_config", |l| {
1516 (l.contains("git config") || l.contains("git global") || l.contains("git aliases"))
1517 && !l.contains("github")
1518 }),
1519 ("installed_software", |l| {
1520 l.contains("installed software")
1521 || l.contains("installed program")
1522 || l.contains("what is installed")
1523 || l.contains("what's installed")
1524 || l.contains("winget list")
1525 }),
1526 ("env", |l| {
1527 (l.contains("environment variable") || l.contains("env var") || l.contains("env vars"))
1528 && !l.contains("env doctor")
1529 }),
1530 ("hosts_file", |l| {
1531 l.contains("hosts file") || l.contains("/etc/hosts") || l.contains("hosts entry")
1532 }),
1533 ("databases", |l| {
1534 l.contains("postgres")
1535 || l.contains("mysql")
1536 || l.contains("mariadb")
1537 || l.contains("mongodb")
1538 || l.contains("redis")
1539 || l.contains("sqlite")
1540 || l.contains("sql server")
1541 || l.contains("elasticsearch")
1542 || (l.contains("database") && (l.contains("running") || l.contains("service")))
1543 }),
1544 ("user_accounts", |l| {
1545 l.contains("local user")
1546 || l.contains("user account")
1547 || l.contains("who is logged")
1548 || l.contains("who am i")
1549 || l.contains("logged in as")
1550 || l.contains("admin group")
1551 || l.contains("local admin")
1552 || l.contains("active sessions")
1553 || l.contains("running as admin")
1554 }),
1555 ("audit_policy", |l| {
1556 l.contains("audit policy")
1557 || l.contains("auditpol")
1558 || l.contains("what is being logged")
1559 || l.contains("security audit")
1560 || l.contains("event auditing")
1561 }),
1562 ("shares", |l| {
1563 l.contains("smb share")
1564 || l.contains("network share")
1565 || l.contains("shared folder")
1566 || l.contains("mapped drive")
1567 || l.contains("smb1")
1568 || l.contains("nfs export")
1569 }),
1570 ("dns_servers", |l| {
1571 (l.contains("dns server")
1572 || l.contains("dns resolver")
1573 || l.contains("nameserver")
1574 || l.contains("which dns")
1575 || l.contains("dns over https")
1576 || l.contains("configured dns"))
1577 && !l.contains("dns cache")
1578 }),
1579 ("bitlocker", |l| {
1580 l.contains("bitlocker")
1581 || (l.contains("drive") && l.contains("encrypt"))
1582 || (l.contains("disk") && l.contains("encrypt"))
1583 || l.contains("encryption status")
1584 }),
1585 ("rdp", |l| {
1586 l.contains("rdp")
1587 || l.contains("remote desktop")
1588 || (l.contains("remote") && l.contains("access") && !l.contains("git"))
1589 }),
1590 ("shadow_copies", |l| {
1591 l.contains("shadow copy")
1592 || l.contains("shadow copies")
1593 || l.contains("vss")
1594 || l.contains("snapshot")
1595 || l.contains("restore point")
1596 }),
1597 ("pagefile", |l| {
1598 l.contains("pagefile")
1599 || l.contains("page file")
1600 || l.contains("virtual memory")
1601 || l.contains("swap file")
1602 }),
1603 ("windows_features", |l| {
1604 (l.contains("window") && l.contains("feature"))
1605 || l.contains("optional feature")
1606 || l.contains("iis")
1607 || l.contains("hyper-v")
1608 || (l.contains("feature") && (l.contains("install") || l.contains("enabled")))
1609 }),
1610 ("printers", |l| {
1611 l.contains("printer") || l.contains("print queue") || l.contains("get-printer")
1612 }),
1613 ("winrm", |l| {
1614 l.contains("winrm")
1615 || l.contains("psremoting")
1616 || (l.contains("remote") && l.contains("management") && !l.contains("rdp"))
1617 }),
1618 ("network_stats", |l| {
1619 (l.contains("network") && l.contains("stat"))
1620 || (l.contains("adapter") && l.contains("stat"))
1621 || l.contains("throughput")
1622 || l.contains("packet loss")
1623 || l.contains("dropped packet")
1624 }),
1625 ("startup_items", |l| {
1626 l.contains("startup") || l.contains("boot program") || l.contains("autorun")
1627 }),
1628 ("udp_ports", |l| {
1629 l.contains("udp port")
1630 || l.contains("udp listener")
1631 || (l.contains("udp") && l.contains("listening"))
1632 }),
1633 ("gpo", |l| {
1634 l.contains("gpo") || l.contains("group policy") || l.contains("gpresult")
1635 }),
1636 ("certificates", |l| {
1637 l.contains("cert") || l.contains("ssl") || l.contains("thumbprint")
1638 }),
1639 ("integrity", |l| {
1640 l.contains("integrity") || l.contains("sfc") || l.contains("dism")
1641 }),
1642 ("domain", |l| {
1643 l.contains("domain")
1644 || l.contains("workgroup")
1645 || l.contains("netbios")
1646 || l.contains("active directory")
1647 }),
1648 ("device_health", |l| {
1649 l.contains("device health")
1650 || l.contains("hardware error")
1651 || l.contains("yellow bang")
1652 || l.contains("malfunctioning")
1653 }),
1654 ("drivers", |l| {
1655 l.contains("driver") || l.contains("system driver")
1656 }),
1657 ("peripherals", |l| {
1658 l.contains("peripheral")
1659 || l.contains("usb")
1660 || l.contains("keyboard")
1661 || l.contains("mouse")
1662 || l.contains("monitor")
1663 }),
1664 ("sessions", |l| {
1665 l.contains("session") || l.contains("who is logged") || l.contains("active login")
1666 }),
1667 ("hardware", |l| {
1668 l.contains("virtualization")
1669 || l.contains("hypervisor")
1670 || l.contains("vt-x")
1671 || l.contains("slat")
1672 }),
1673 ];
1674
1675 for (topic, check) in detectors {
1676 if check(&lower) && !topics.contains(topic) {
1677 topics.push(topic);
1678 }
1679 }
1680 topics
1681}
1682
1683pub(crate) fn preferred_maintainer_workflow(user_input: &str) -> Option<&'static str> {
1684 let lower = user_input.to_ascii_lowercase();
1685 let asks_cleanup = contains_any(
1686 &lower,
1687 &[
1688 "run my cleanup",
1689 "run the cleanup",
1690 "run cleanup",
1691 "deep clean",
1692 "prune dist",
1693 "clean.ps1",
1694 "cleanup script",
1695 "cleanup workflow",
1696 "clean up scripts",
1697 ],
1698 );
1699 let asks_package = contains_any(
1700 &lower,
1701 &[
1702 "rebuild local portable",
1703 "rebuild the portable",
1704 "run the local build",
1705 "run the portable",
1706 "package-windows.ps1",
1707 "package windows",
1708 "build installer",
1709 "overwrite the portable",
1710 "refresh the portable",
1711 "update path",
1712 "update path with the portable",
1713 ],
1714 );
1715 let asks_release = contains_any(
1716 &lower,
1717 &[
1718 "run the release flow",
1719 "regular workflow",
1720 "cut the release",
1721 "ship it",
1722 "release.ps1",
1723 "bump to ",
1724 "tag it",
1725 "full tag and everything",
1726 "publish crates",
1727 ],
1728 );
1729
1730 if asks_cleanup {
1731 Some("clean")
1732 } else if asks_package {
1733 Some("package_windows")
1734 } else if asks_release {
1735 Some("release")
1736 } else {
1737 None
1738 }
1739}
1740
1741pub fn mentions_symbol_search(user_input: &str) -> bool {
1742 let lower = user_input.to_lowercase();
1743 contains_any(
1744 &lower,
1745 &[
1746 "find where",
1747 "who calls",
1748 "who uses",
1749 "where is",
1750 "is defined",
1751 "is used",
1752 "find definition",
1753 "find references",
1754 "go to definition",
1755 ],
1756 ) && contains_any(
1757 &lower,
1758 &[
1759 "function", "struct", "variable", "symbol", "method", "type", "trait", "module",
1760 ],
1761 )
1762}
1763
1764pub fn mentions_commit_intent(user_input: &str) -> bool {
1765 let lower = user_input.to_lowercase();
1766 contains_any(
1767 &lower,
1768 &[
1769 "git commit",
1770 "commit my",
1771 "commit the",
1772 "commit changes",
1773 "save my progress to git",
1774 ],
1775 )
1776}
1777
1778pub fn preferred_workspace_workflow(user_input: &str) -> Option<&'static str> {
1779 let lower = user_input.to_ascii_lowercase();
1780 let asks_project_scope = contains_any(
1781 &lower,
1782 &[
1783 "this repo",
1784 "this repository",
1785 "this project",
1786 "current project",
1787 "current repo",
1788 "workspace",
1789 "in this folder",
1790 "here",
1791 ],
1792 );
1793 let asks_build = contains_any(
1794 &lower,
1795 &[
1796 "run the build",
1797 "build this project",
1798 "build this repo",
1799 "run build",
1800 "compile this project",
1801 "cargo build",
1802 "npm run build",
1803 "pnpm run build",
1804 "yarn build",
1805 "go build",
1806 "gradlew build",
1807 ],
1808 );
1809 let asks_test = contains_any(
1810 &lower,
1811 &[
1812 "run the tests",
1813 "run tests",
1814 "test this project",
1815 "test this repo",
1816 "run the test suite",
1817 "cargo test",
1818 "npm test",
1819 "pnpm test",
1820 "yarn test",
1821 "pytest",
1822 "go test",
1823 "gradlew test",
1824 ],
1825 );
1826 let asks_lint = contains_any(
1827 &lower,
1828 &[
1829 "run lint",
1830 "lint this project",
1831 "lint this repo",
1832 "cargo clippy",
1833 "npm run lint",
1834 "pnpm run lint",
1835 "yarn lint",
1836 ],
1837 );
1838 let asks_fix = contains_any(
1839 &lower,
1840 &[
1841 "run fix",
1842 "fix formatting",
1843 "run formatter",
1844 "cargo fmt",
1845 "npm run fix",
1846 "pnpm run fix",
1847 "yarn fix",
1848 ],
1849 );
1850 let asks_script = {
1851 let is_make_file_op = lower.contains("make a folder")
1852 || lower.contains("make a directory")
1853 || lower.contains("make a file")
1854 || lower.contains("make a hello.txt")
1855 || lower.contains("make x");
1856
1857 let has_script_keyword = contains_any(
1858 &lower,
1859 &[
1860 "npm run ",
1861 "pnpm run ",
1862 "yarn ",
1863 "bun run ",
1864 "make ",
1865 "just ",
1866 "task ",
1867 "scripts/",
1868 ".\\scripts\\",
1869 "./scripts/",
1870 ".ps1",
1871 ".sh",
1872 ".py",
1873 ".cmd",
1874 ".bat",
1875 ],
1876 );
1877
1878 has_script_keyword && !is_make_file_op
1879 };
1880
1881 if mentions_symbol_search(user_input) {
1882 Some("lsp_search")
1883 } else if mentions_commit_intent(user_input) {
1884 Some("commit_workflow")
1885 } else if asks_build
1886 && (asks_project_scope
1887 || !contains_any(&lower, &["release.ps1", "package-windows.ps1", "clean.ps1"]))
1888 {
1889 Some("build")
1890 } else if asks_test && asks_project_scope {
1891 Some("test")
1892 } else if asks_lint && asks_project_scope {
1893 Some("lint")
1894 } else if asks_fix && asks_project_scope {
1895 Some("fix")
1896 } else if asks_script && !preferred_maintainer_workflow(user_input).is_some() {
1897 Some("script")
1898 } else if (asks_test || asks_lint || asks_fix)
1899 && !preferred_maintainer_workflow(user_input).is_some()
1900 {
1901 Some(if asks_test {
1902 "test"
1903 } else if asks_lint {
1904 "lint"
1905 } else {
1906 "fix"
1907 })
1908 } else {
1909 None
1910 }
1911}
1912
1913pub(crate) fn looks_like_mutation_request(user_input: &str) -> bool {
1914 let lower = user_input.to_lowercase();
1915 [
1916 "fix ",
1917 "change ",
1918 "edit ",
1919 "modify ",
1920 "update ",
1921 "rename ",
1922 "refactor ",
1923 "patch ",
1924 "rewrite ",
1925 "implement ",
1926 "create a file",
1927 "create file",
1928 "add a file",
1929 "delete ",
1930 "remove ",
1931 "make the change",
1932 "mkdir ",
1933 "touch ",
1934 "create a folder",
1935 "create folder",
1936 "new folder",
1937 "new file",
1938 "write to",
1939 "save this",
1940 "commit ",
1941 "move-item",
1942 "remove-item",
1943 "copy-item",
1944 "rmdir",
1945 "mv ",
1946 "rm ",
1947 "cp ",
1948 "set-content",
1949 "add-content",
1950 ]
1951 .iter()
1952 .any(|needle| lower.contains(needle))
1953}
1954
1955pub(crate) fn is_sovereign_mutation(user_input: &str) -> bool {
1956 let lower = user_input.to_lowercase();
1957 let mentions_location = contains_any(
1958 &lower,
1959 &[
1960 "desktop",
1961 "documents",
1962 "downloads",
1963 "pictures",
1964 "images",
1965 "videos",
1966 "movies",
1967 "music",
1968 "audio",
1969 "temp",
1970 "cache",
1971 "config",
1972 "appdata",
1973 ],
1974 );
1975 let mentions_simple_creation = (lower.contains("make")
1976 || lower.contains("create")
1977 || lower.contains("add")
1978 || lower.contains("new")
1979 || lower.contains("mkdir")
1980 || lower.contains("generate"))
1981 && (lower.contains("folder")
1982 || lower.contains("directory")
1983 || lower.contains("project area")
1984 || lower.contains("file"));
1985
1986 mentions_location && mentions_simple_creation
1987}
1988
1989pub fn classify_query_intent(workflow_mode: WorkflowMode, user_input: &str) -> QueryIntent {
1990 let lower = user_input.to_lowercase();
1991 let trimmed = user_input.trim().to_ascii_lowercase();
1992
1993 let mentions_runtime_trace = contains_any(
1994 &lower,
1995 &[
1996 "trace",
1997 "how does",
1998 "what are the main runtime subsystems",
1999 "how does a user message move",
2000 "separate normal assistant output",
2001 "session reset behavior",
2002 "file references",
2003 "event types",
2004 "channels",
2005 ],
2006 );
2007 let anti_guess = contains_any(&lower, &["do not guess", "if you are unsure"]);
2008 let capability_mode = mentions_capability_question(&lower);
2009 let capability_needs_repo =
2010 capability_mode && capability_question_requires_repo_inspection(&lower);
2011 let host_inspection_mode = preferred_host_inspection_topic(&lower).is_some();
2012 let maintainer_workflow_mode = preferred_maintainer_workflow(&lower).is_some();
2013 let workspace_workflow_mode =
2014 preferred_workspace_workflow(&lower).is_some() && !maintainer_workflow_mode;
2015 let toolchain_mode = contains_any(
2016 &lower,
2017 &[
2018 "tooling discipline",
2019 "best read-only toolchain",
2020 "identify the best tools you actually have",
2021 "concrete read-only investigation plan",
2022 "do not execute the plan",
2023 "available repo-inspection tools",
2024 "tool choice discipline",
2025 "what tools would you choose first",
2026 ],
2027 ) || (lower.contains("which tools") && lower.contains("why"))
2028 || (lower.contains("when would you choose") && lower.contains("tool"));
2029 let architecture_overview_mode = {
2030 let architecture_signals = contains_any(
2031 &lower,
2032 &[
2033 "architecture overview",
2034 "architecture walkthrough",
2035 "full architecture",
2036 "runtime walkthrough",
2037 "control flow",
2038 "tool routing",
2039 "workflow modes",
2040 "repo map behavior",
2041 "mcp policy",
2042 "prompt budgeting",
2043 "compaction",
2044 "file ownership",
2045 "owner file",
2046 "project structure",
2047 "repository structure",
2048 ],
2049 );
2050 let broad = contains_any(
2051 &lower,
2052 &[
2053 "full detailed",
2054 "all in one answer",
2055 "concrete file ownership",
2056 "walk me through",
2057 "major runtime pieces",
2058 "which files own",
2059 "how",
2060 "explain",
2061 "overview",
2062 ],
2063 );
2064 (architecture_signals && broad)
2065 || (lower.contains("runtime")
2066 && lower.contains("workflow")
2067 && (lower.contains("architecture") || lower.contains("tool routing")))
2068 || mentions_broad_system_walkthrough(&lower)
2069 };
2070
2071 let direct_answer = if trimmed == "/about" || mentions_creator_question(&lower) {
2072 Some(DirectAnswerKind::About)
2073 } else if matches!(
2074 trimmed.as_str(),
2075 "who are you" | "who are you?" | "what are you" | "what are you?"
2076 ) || (lower.contains("what is hematite") && !lower.contains("lm studio"))
2077 {
2078 Some(DirectAnswerKind::Identity)
2079 } else if (mentions_stable_product_surface(&lower) || mentions_product_truth_routing(&lower))
2080 && contains_any(
2081 &lower,
2082 &[
2083 "how hematite answers",
2084 "how does hematite answer",
2085 "how hematite handles",
2086 "how does hematite handle",
2087 "how hematite decides",
2088 "how does hematite decide",
2089 "decides whether",
2090 "decide whether",
2091 ],
2092 )
2093 {
2094 Some(DirectAnswerKind::ProductSurface)
2095 } else if mentions_reset_commands(&lower)
2096 && contains_any(
2097 &lower,
2098 &[
2099 "exact difference",
2100 "difference between",
2101 "explain the exact difference",
2102 "what is the difference",
2103 ],
2104 )
2105 {
2106 Some(DirectAnswerKind::SessionResetSemantics)
2107 } else if (lower.contains("reasoning output") || lower.contains("reasoning"))
2108 && contains_any(
2109 &lower,
2110 &["visible chat output", "visible chat", "chat output"],
2111 )
2112 {
2113 Some(DirectAnswerKind::ReasoningSplit)
2114 } else if lower.contains("/ask")
2115 && lower.contains("/code")
2116 && lower.contains("/architect")
2117 && lower.contains("/read-only")
2118 && lower.contains("/auto")
2119 && contains_any(&lower, &["difference", "differences", "what are"])
2120 {
2121 Some(DirectAnswerKind::WorkflowModes)
2122 } else if lower.contains(".hematite/settings.json")
2123 && lower.contains("gemma_native_auto")
2124 && lower.contains("gemma_native_formatting")
2125 {
2126 Some(DirectAnswerKind::GemmaNativeSettings)
2127 } else if contains_any(
2128 &lower,
2129 &[
2130 "skip verification",
2131 "skip build verification",
2132 "commit it immediately",
2133 "commit immediately",
2134 ],
2135 ) && contains_any(
2136 &lower,
2137 &[
2138 "make a code change",
2139 "make the change",
2140 "change the code",
2141 "edit the code",
2142 "edit a file",
2143 "implement",
2144 ],
2145 ) {
2146 Some(DirectAnswerKind::UnsafeWorkflowPressure)
2147 } else if contains_any(&lower, &["/gemma-native", "gemma native"])
2148 && contains_any(&lower, &["what does", "what is", "how does", "what do"])
2149 {
2150 Some(DirectAnswerKind::GemmaNative)
2151 } else if lower.contains("verify_build")
2152 && lower.contains(".hematite/settings.json")
2153 && contains_any(
2154 &lower,
2155 &["build", "test", "lint", "fix", "verification commands"],
2156 )
2157 {
2158 Some(DirectAnswerKind::VerifyProfiles)
2159 } else if (lower.contains("carry forward by default")
2160 || lower.contains("session memory should you carry forward")
2161 || (lower.contains("carry forward")
2162 && contains_any(
2163 &lower,
2164 &[
2165 "besides the active task",
2166 "blocker",
2167 "compacts",
2168 "recovers from a blocker",
2169 "session state",
2170 ],
2171 )))
2172 && contains_any(
2173 &lower,
2174 &[
2175 "restarted hematite",
2176 "restarted",
2177 "avoid carrying forward",
2178 "session state",
2179 "active task",
2180 "blocker",
2181 "compacts",
2182 "recovers from a blocker",
2183 ],
2184 )
2185 {
2186 Some(DirectAnswerKind::SessionMemory)
2187 } else if contains_any(
2188 &lower,
2189 &[
2190 "recovery recipe",
2191 "recovery recipes",
2192 "recovery step",
2193 "recovery steps",
2194 ],
2195 ) && contains_any(
2196 &lower,
2197 &[
2198 "blocker",
2199 "runtime failure",
2200 "degrades",
2201 "context window",
2202 "context-window",
2203 "operator",
2204 ],
2205 ) {
2206 Some(DirectAnswerKind::RecoveryRecipes)
2207 } else if !architecture_overview_mode
2208 && contains_any(
2209 &lower,
2210 &[
2211 "mcp server health",
2212 "mcp runtime state",
2213 "mcp lifecycle",
2214 "mcp state",
2215 "mcp healthy",
2216 "mcp degraded",
2217 "mcp failed",
2218 ],
2219 )
2220 {
2221 Some(DirectAnswerKind::McpLifecycle)
2222 } else if contains_any(
2223 &lower,
2224 &[
2225 "allowed, denied, or require approval",
2226 "allowed denied or require approval",
2227 "allow, ask, or deny",
2228 "tool call should be allowed",
2229 "authorization logic",
2230 "workspace trust",
2231 "trust-allowlisted",
2232 ],
2233 ) {
2234 Some(DirectAnswerKind::AuthorizationPolicy)
2235 } else if contains_any(
2236 &lower,
2237 &[
2238 "tool classes",
2239 "tool class",
2240 "flat tool list",
2241 "runtime tool classes",
2242 "different runtime tool classes",
2243 ],
2244 ) || (lower.contains("repo reads")
2245 && lower.contains("repo writes")
2246 && contains_any(
2247 &lower,
2248 &[
2249 "verification tools",
2250 "git tools",
2251 "external mcp tools",
2252 "different runtime",
2253 ],
2254 ))
2255 {
2256 Some(DirectAnswerKind::ToolClasses)
2257 } else if contains_any(
2258 &lower,
2259 &[
2260 "built-in tool catalog",
2261 "builtin tool catalog",
2262 "builtin-tool dispatch",
2263 "built-in tool dispatch",
2264 "tool registry ownership",
2265 "which file now owns",
2266 ],
2267 ) && contains_any(
2268 &lower,
2269 &[
2270 "tool catalog",
2271 "dispatch path",
2272 "dispatch",
2273 "tool registry",
2274 "owns",
2275 ],
2276 ) {
2277 Some(DirectAnswerKind::ToolRegistryOwnership)
2278 } else if (lower.contains("other coding languages")
2279 || lower.contains("what languages")
2280 || lower.contains("know other languages"))
2281 && contains_any(
2282 &lower,
2283 &[
2284 "capable of making projects",
2285 "can you make projects",
2286 "can you build projects",
2287 ],
2288 )
2289 {
2290 Some(DirectAnswerKind::LanguageCapability)
2291 } else if workflow_mode == WorkflowMode::Architect
2292 && (lower.contains("session reset")
2293 || (lower.contains("/clear") && lower.contains("/new") && lower.contains("/forget")))
2294 && contains_any(&lower, &["redesign", "clearer", "easier", "understand"])
2295 {
2296 Some(DirectAnswerKind::ArchitectSessionResetPlan)
2297 } else if toolchain_mode
2298 && lower.contains("read-only")
2299 && contains_any(
2300 &lower,
2301 &[
2302 "tooling discipline",
2303 "investigation plan",
2304 "best read-only toolchain",
2305 "tool choice discipline",
2306 "what tools would you choose first",
2307 ],
2308 )
2309 {
2310 Some(DirectAnswerKind::Toolchain)
2311 } else if host_inspection_mode && mentions_host_inspection_question(&lower) {
2312 Some(DirectAnswerKind::HostInspection)
2313 } else {
2314 None
2315 };
2316
2317 let sovereign_mode = is_sovereign_mutation(user_input);
2318
2319 let primary_class = if direct_answer.is_some()
2320 || mentions_stable_product_surface(&lower)
2321 || mentions_product_truth_routing(&lower)
2322 {
2323 QueryIntentClass::ProductTruth
2324 } else if architecture_overview_mode {
2325 QueryIntentClass::RepoArchitecture
2326 } else if toolchain_mode {
2327 QueryIntentClass::Toolchain
2328 } else if capability_mode {
2329 QueryIntentClass::Capability
2330 } else if mentions_runtime_trace || anti_guess || lower.contains("read-only") {
2331 QueryIntentClass::RuntimeDiagnosis
2332 } else if looks_like_mutation_request(user_input) {
2333 QueryIntentClass::Implementation
2334 } else {
2335 QueryIntentClass::Unknown
2336 };
2337
2338 QueryIntent {
2339 primary_class,
2340 direct_answer,
2341 grounded_trace_mode: mentions_runtime_trace || lower.contains("read-only") || anti_guess,
2342 capability_mode,
2343 capability_needs_repo,
2344 toolchain_mode,
2345 host_inspection_mode,
2346 maintainer_workflow_mode: maintainer_workflow_mode && !sovereign_mode,
2347 workspace_workflow_mode: workspace_workflow_mode && !sovereign_mode,
2348 architecture_overview_mode,
2349 sovereign_mode,
2350 surgical_filesystem_mode: is_simple_surgical_filesystem_request(user_input),
2351 }
2352}
2353
2354fn is_simple_surgical_filesystem_request(user_input: &str) -> bool {
2355 let lower = user_input.to_lowercase();
2356 let mentions_creation = contains_any(
2357 &lower,
2358 &[
2359 "make a folder",
2360 "make a directory",
2361 "make a file",
2362 "create a folder",
2363 "create a directory",
2364 "create a file",
2365 "new folder",
2366 "new directory",
2367 ],
2368 );
2369 let mentions_sovereign = contains_any(
2370 &lower,
2371 &[
2372 "@desktop",
2373 "@documents",
2374 "@downloads",
2375 "@home",
2376 "~/",
2377 "@temp",
2378 ],
2379 );
2380
2381 mentions_creation || mentions_sovereign
2382}
2383
2384pub(crate) fn is_capability_probe_tool(name: &str) -> bool {
2385 matches!(
2386 name,
2387 "read_file"
2388 | "inspect_lines"
2389 | "list_files"
2390 | "grep_files"
2391 | "lsp_definitions"
2392 | "lsp_references"
2393 | "lsp_hover"
2394 | "lsp_search_symbol"
2395 | "lsp_get_diagnostics"
2396 | "trace_runtime_flow"
2397 | "auto_pin_context"
2398 | "list_pinned"
2399 )
2400}
2401
2402pub fn needs_computation_sandbox(user_input: &str) -> bool {
2406 let lower = user_input.to_lowercase();
2407 let hash_or_checksum = lower.contains("sha")
2408 || lower.contains("md5")
2409 || lower.contains("checksum")
2410 || lower.contains("crc")
2411 || lower.contains("hash")
2412 || lower.contains("fingerprint");
2413 let financial =
2414 (lower.contains("calculat") || lower.contains("compute") || lower.contains("what is"))
2415 && (lower.contains("percent")
2416 || lower.contains("%")
2417 || lower.contains("interest")
2418 || lower.contains("compound")
2419 || lower.contains("roi")
2420 || lower.contains("tax")
2421 || lower.contains("discount")
2422 || lower.contains("profit")
2423 || lower.contains("loss"));
2424 let statistics = lower.contains("standard deviation")
2425 || lower.contains("std dev")
2426 || lower.contains("mean of")
2427 || lower.contains("median of")
2428 || lower.contains("average of")
2429 || lower.contains("variance")
2430 || lower.contains("regression")
2431 || lower.contains("correlation");
2432 let date_math = (lower.contains("how many days")
2433 || lower.contains("days between")
2434 || lower.contains("days until")
2435 || lower.contains("days since")
2436 || lower.contains("unix timestamp")
2437 || lower.contains("epoch")
2438 || lower.contains("time zone")
2439 || lower.contains("timezone"))
2440 && (lower.contains("date")
2441 || lower.contains("day")
2442 || lower.contains("timestamp")
2443 || lower.contains("time"));
2444 let algorithmic = lower.contains("is prime")
2445 || lower.contains("prime number")
2446 || lower.contains("factori")
2447 || lower.contains("fibonacci")
2448 || lower.contains("factorial")
2449 || lower.contains("sort this")
2450 || lower.contains("verify this algorithm")
2451 || lower.contains("run this code")
2452 || lower.contains("execute this");
2453 let unit_conversion = (lower.contains("convert") || lower.contains("how many"))
2454 && (lower.contains(" bytes")
2455 || lower.contains(" kb")
2456 || lower.contains(" mb")
2457 || lower.contains(" gb")
2458 || lower.contains(" tb")
2459 || lower.contains("gigabyte")
2460 || lower.contains("megabyte")
2461 || lower.contains("celsius")
2462 || lower.contains("fahrenheit")
2463 || lower.contains("kelvin")
2464 || lower.contains("kilometers")
2465 || lower.contains("miles")
2466 || lower.contains("pounds")
2467 || lower.contains("kilograms"));
2468 hash_or_checksum || financial || statistics || date_math || algorithmic || unit_conversion
2469}
2470
2471#[cfg(test)]
2472mod tests {
2473 use super::*;
2474
2475 #[test]
2476 fn classify_query_intent_routes_creator_questions_to_about() {
2477 let intent = classify_query_intent(WorkflowMode::Auto, "Who created Hematite?");
2478 assert_eq!(intent.direct_answer, Some(DirectAnswerKind::About));
2479
2480 let intent = classify_query_intent(WorkflowMode::Auto, "/about");
2481 assert_eq!(intent.direct_answer, Some(DirectAnswerKind::About));
2482 }
2483
2484 #[test]
2485 fn classify_query_intent_marks_maintainer_workflow_requests() {
2486 let intent = classify_query_intent(
2487 WorkflowMode::Auto,
2488 "Run my cleanup scripts and prune old artifacts.",
2489 );
2490 assert!(intent.maintainer_workflow_mode);
2491 assert_eq!(
2492 preferred_maintainer_workflow("Rebuild the local portable and update PATH."),
2493 Some("package_windows")
2494 );
2495 assert_eq!(
2496 preferred_maintainer_workflow("Run the release flow and publish crates."),
2497 Some("release")
2498 );
2499 }
2500
2501 #[test]
2502 fn classify_query_intent_marks_workspace_workflow_requests() {
2503 let intent = classify_query_intent(WorkflowMode::Auto, "Run the tests in this project.");
2504 assert!(intent.workspace_workflow_mode);
2505 assert_eq!(
2506 preferred_workspace_workflow("Run the tests in this project."),
2507 Some("test")
2508 );
2509 assert_eq!(
2510 preferred_workspace_workflow("Run npm run dev in this repo."),
2511 Some("script")
2512 );
2513 }
2514
2515 #[test]
2516 fn test_overclocker_routing() {
2517 assert_eq!(
2518 preferred_host_inspection_topic("How's my silicon health looking?"),
2519 Some("overclocker")
2520 );
2521 assert_eq!(
2522 preferred_host_inspection_topic("Show me GPU clocks"),
2523 Some("overclocker")
2524 );
2525 assert_eq!(
2526 preferred_host_inspection_topic("nvidia stats"),
2527 Some("overclocker")
2528 );
2529 }
2530
2531 #[test]
2532 fn test_gpu_throttle_routing() {
2533 assert_eq!(
2534 preferred_host_inspection_topic("Is my GPU currently throttled and why?"),
2535 Some("overclocker")
2536 );
2537 assert_eq!(
2538 preferred_host_inspection_topic("Tell me if my GPU is throttled"),
2539 Some("overclocker")
2540 );
2541 assert_eq!(
2542 preferred_host_inspection_topic("Is the GPU overheating?"),
2543 Some("overclocker")
2544 );
2545 }
2546
2547 #[test]
2548 fn test_host_inspection_gateway() {
2549 assert!(mentions_host_inspection_question("is my gpu throttled?"));
2550 assert!(mentions_host_inspection_question(
2551 "check vram and silicon health"
2552 ));
2553 assert!(mentions_host_inspection_question("nvidia stats"));
2554
2555 assert!(!mentions_host_inspection_question("What is a Rust macro?"));
2557 assert!(!mentions_host_inspection_question(
2558 "Explain the repository structure."
2559 ));
2560 assert!(!mentions_host_inspection_question("how do I build this?"));
2561 assert!(!mentions_host_inspection_question(
2562 "is this code efficient?"
2563 ));
2564 }
2565}