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 "virtualization",
276 "hypervisor",
277 "vt-x",
278 "slat",
279 ],
280 );
281 let host_action = contains_any(
282 lower,
283 &[
284 "inspect",
285 "count",
286 "tell me",
287 "summarize",
288 "how big",
289 "biggest",
290 "versions",
291 "duplicate",
292 "missing",
293 "ready",
294 "fix",
295 "repair",
296 "resolve",
297 "troubleshoot",
298 ],
299 );
300
301 host_scope && host_action
302}
303
304pub fn preferred_host_inspection_topic(user_input: &str) -> Option<&'static str> {
305 let lower = user_input.to_lowercase();
306 let asks_fix_plan = (lower.contains("fix")
307 || lower.contains("repair")
308 || lower.contains("resolve")
309 || lower.contains("troubleshoot"))
310 && (lower.contains("cargo")
311 || lower.contains("path")
312 || lower.contains("package manager")
313 || lower.contains("toolchain")
314 || lower.contains("port ")
315 || lower.contains("already in use")
316 || lower.contains("lm studio")
317 || lower.contains("localhost:1234")
318 || lower.contains("embedding model")
319 || lower.contains("no coding model loaded"));
320 let asks_path = lower.contains("path entries")
321 || lower.contains("raw path")
322 || (lower.contains("path") && (lower.contains("show") || lower.contains("what is")));
323 let asks_gpo = lower.contains("gpo")
324 || lower.contains("group policy")
325 || lower.contains("gpresult")
326 || lower.contains("applied policy");
327 let asks_certificates = lower.contains("cert")
328 || lower.contains("ssl")
329 || lower.contains("client cert")
330 || lower.contains("expiring cert");
331 let asks_integrity = lower.contains("integrity")
332 || lower.contains("sfc")
333 || lower.contains("dism")
334 || lower.contains("corruption")
335 || lower.contains("os health");
336 let asks_domain = lower.contains("domain")
337 || lower.contains("active directory")
338 || lower.contains("ad join")
339 || lower.contains("workgroup")
340 || lower.contains("netbios");
341 let asks_device_health = lower.contains("device health")
342 || lower.contains("hardware error")
343 || lower.contains("malfunctioning")
344 || lower.contains("yellow bang")
345 || lower.contains("hardware failing");
346 let asks_drivers =
347 lower.contains("driver") || lower.contains("kmod") || lower.contains("kernel module");
348 let asks_peripherals = lower.contains("peripheral")
349 || lower.contains("usb")
350 || lower.contains("keyboard")
351 || lower.contains("mouse")
352 || lower.contains("pointer")
353 || lower.contains("monitor")
354 || lower.contains("input device")
355 || lower.contains("connected hardware");
356 let asks_sessions = lower.contains("session")
357 || lower.contains("login")
358 || lower.contains("who is on")
359 || lower.contains("active user");
360 let asks_virtualization = lower.contains("virtualization")
361 || lower.contains("hypervisor")
362 || lower.contains("vt-x")
363 || lower.contains("slat")
364 || lower.contains("v-p")
365 || lower.contains("nested virt")
366 || lower.contains("cpu model")
367 || lower.contains("ram size")
368 || lower.contains("hardware spec")
369 || lower.contains("hardware dna")
370 || lower.contains("hardware info")
371 || lower.contains("bios version")
372 || lower.contains("motherboard")
373 || lower.contains("gpu name")
374 || lower.contains("gpu driver")
375 || lower.contains("how much ram")
376 || lower.contains("how much vram")
377 || lower.contains("what processor")
378 || lower.contains("what cpu")
379 || lower.contains("what gpu")
380 || (lower.contains("what hardware") && lower.contains("have"))
381 || (lower.contains("hardware") && lower.contains("inventory"));
382 let asks_startup = lower.contains("startup")
383 || lower.contains("boot program")
384 || lower.contains("autorun")
385 || lower.contains("run at boot");
386 let asks_env_doctor = lower.contains("env doctor")
387 || lower.contains("environment doctor")
388 || lower.contains("package manager")
389 || lower.contains("package managers")
390 || lower.contains("shims")
391 || lower.contains("path drift")
392 || (lower.contains("dev machine") && lower.contains("off"))
393 || (lower.contains("environment") && lower.contains("sane"));
394 let asks_network = lower.contains("network")
395 || lower.contains("adapter")
396 || lower.contains("dns")
397 || lower.contains("gateway")
398 || lower.contains("ip address")
399 || lower.contains("ipconfig")
400 || lower.contains("wifi")
401 || lower.contains("ethernet")
402 || lower.contains("subnet");
403 let asks_services = lower.contains("service")
404 || lower.contains("services")
405 || lower.contains("daemon")
406 || lower.contains("startup type")
407 || lower.contains("background service")
408 || lower.contains("windows service")
409 || lower.contains("systemctl")
410 || lower.contains("get-service");
411 let asks_processes = lower.contains("process")
412 || lower.contains("processes")
413 || lower.contains("task manager")
414 || lower.contains("what is running")
415 || lower.contains("what's running")
416 || lower.contains("using my ram")
417 || lower.contains("using ram")
418 || lower.contains("using my cpu")
419 || lower.contains("top memory")
420 || lower.contains("top ram")
421 || lower.contains("high memory")
422 || lower.contains("resource-heavy processes")
423 || lower.contains("heavy hitters")
424 || (lower.contains("using the most") && (lower.contains("cpu") || lower.contains("ram") || lower.contains("memory")))
425 || (lower.contains("most cpu") || lower.contains("most ram") || lower.contains("most memory"))
426 || (lower.contains("hitting") && (lower.contains("cpu") || lower.contains("ram") || lower.contains("disk")));
427 let asks_toolchains = lower.contains("developer tools")
428 || lower.contains("toolchains")
429 || (lower.contains("installed") && lower.contains("version"))
430 || (lower.contains("detect") && lower.contains("version"));
431 let asks_ports = lower.contains("listening on port")
432 || lower.contains("listening port")
433 || lower.contains("open port")
434 || lower.contains("port 3000")
435 || lower.contains("port ")
436 || lower.contains("listening on ")
437 || lower.contains("exposed")
438 || lower.contains("what is listening")
439 || (lower.contains("listening") && lower.contains("port"));
440 let asks_repo_doctor = lower.contains("repo doctor")
441 || lower.contains("repository doctor")
442 || lower.contains("workspace health")
443 || lower.contains("repo health")
444 || lower.contains("workspace sanity")
445 || (lower.contains("git state")
446 && (lower.contains("release artifacts")
447 || lower.contains("build markers")
448 || lower.contains("hematite memory")));
449 let asks_directory = lower.contains("directory")
450 || lower.contains("folder")
451 || lower.contains("how big")
452 || lower.contains("biggest");
453 let asks_broad_readiness = lower.contains("local development")
454 || lower.contains("ready for local development")
455 || (lower.contains("machine") && lower.contains("ready"))
456 || (lower.contains("computer") && lower.contains("ready"));
457 let asks_os_config = lower.contains("firewall")
458 || lower.contains("power plan")
459 || lower.contains("power settings")
460 || lower.contains("powercfg")
461 || lower.contains("uptime")
462 || lower.contains("reboot")
463 || lower.contains("boot time")
464 || lower.contains("last boot");
465 let asks_health_report = lower.contains("health report")
466 || lower.contains("system health")
467 || (lower.contains("how") && lower.contains("machine") && lower.contains("doing"))
468 || (lower.contains("status") && lower.contains("report") && !lower.contains("git"));
469 let asks_updates = lower.contains("up to date")
470 || lower.contains("windows update")
471 || lower.contains("pending update")
472 || lower.contains("update available")
473 || lower.contains("check for update")
474 || lower.contains("latest update")
475 || (lower.contains("update")
476 && (lower.contains("my pc")
477 || lower.contains("my computer")
478 || lower.contains("my machine")));
479 let asks_security = lower.contains("antivirus")
480 || lower.contains("defender")
481 || lower.contains("virus protection")
482 || lower.contains("malware")
483 || lower.contains("windows security")
484 || lower.contains("uac")
485 || lower.contains("windows activated")
486 || lower.contains("activation status")
487 || (lower.contains("protected") && (lower.contains("pc") || lower.contains("computer")))
488 || (lower.contains("security")
489 && !lower.contains("git")
490 && !lower.contains("ssh")
491 && !lower.contains("token"));
492 let asks_pending_reboot = lower.contains("need to restart")
493 || lower.contains("need to reboot")
494 || lower.contains("requires restart")
495 || lower.contains("requires a reboot")
496 || lower.contains("reboot required")
497 || lower.contains("restart required")
498 || lower.contains("pending restart")
499 || lower.contains("pending reboot")
500 || (lower.contains("restart")
501 && (lower.contains("waiting")
502 || lower.contains("queued")
503 || lower.contains("required")))
504 || (lower.contains("reboot") && lower.contains("required"))
505 || (lower.contains("reboot") && lower.contains("pending"))
506 || (lower.contains("restart") && lower.contains("pending"));
507 let asks_disk_health = lower.contains("disk health")
508 || lower.contains("drive health")
509 || lower.contains("hard drive dying")
510 || lower.contains("smart status")
511 || lower.contains("drive failing")
512 || lower.contains("drive fail")
513 || (lower.contains("dying") && (lower.contains("drive") || lower.contains("disk")))
514 || (lower.contains("healthy")
515 && (lower.contains("drive")
516 || lower.contains("disk")
517 || lower.contains("ssd")
518 || lower.contains("hdd")));
519 let asks_battery = lower.contains("battery")
520 || lower.contains("battery life")
521 || lower.contains("battery health")
522 || lower.contains("battery wear")
523 || lower.contains("charge level")
524 || lower.contains("how long until")
525 || (lower.contains("dying") && lower.contains("batter"));
526 let asks_recent_crashes = lower.contains("crash")
527 || lower.contains("bsod")
528 || lower.contains("blue screen")
529 || lower.contains("why did my pc restart")
530 || lower.contains("unexpected restart")
531 || lower.contains("sudden restart")
532 || lower.contains("kernel panic")
533 || lower.contains("app crash")
534 || (lower.contains("restart") && lower.contains("itself"))
535 || (lower.contains("restart") && lower.contains("by itself"));
536 let asks_log_check = lower.contains("event log")
537 || lower.contains("windows log")
538 || lower.contains("system log")
539 || lower.contains("error log")
540 || lower.contains("recent errors")
541 || lower.contains("recent warnings")
542 || lower.contains("recent events")
543 || lower.contains("event viewer")
544 || lower.contains("journald")
545 || lower.contains("journal log")
546 || lower.contains("show me errors")
547 || lower.contains("show me warnings")
548 || (lower.contains("log") && lower.contains("error"))
549 || (lower.contains("log") && lower.contains("warning"))
550 || (lower.contains("what errors") && lower.contains("log"));
551 let asks_scheduled_tasks = lower.contains("scheduled task")
552 || lower.contains("scheduled tasks")
553 || lower.contains("task scheduler")
554 || lower.contains("what runs on a timer")
555 || lower.contains("what runs at")
556 || lower.contains("cron job")
557 || lower.contains("background task");
558 let asks_dev_conflicts = lower.contains("dev conflict")
559 || lower.contains("environment conflict")
560 || lower.contains("toolchain conflict")
561 || lower.contains("version conflict")
562 || lower.contains("path conflict")
563 || lower.contains("duplicate path")
564 || (lower.contains("python") && lower.contains("wrong version"))
565 || (lower.contains("node") && lower.contains("wrong version"))
566 || lower.contains("conda shadow")
567 || lower.contains("dev environment clean");
568 let asks_disk_benchmark = lower.contains("benchmark")
569 || lower.contains("stress test")
570 || lower.contains("load test")
571 || lower.contains("intensity report")
572 || lower.contains("io intensity")
573 || lower.contains("disk intensity")
574 || lower.contains("thrash")
575 || lower.contains("latency report");
576 let asks_storage = lower.contains("storage")
577 || lower.contains("disk space")
578 || lower.contains("drive capacity")
579 || lower.contains("free space")
580 || lower.contains("how much space")
581 || lower.contains("space left")
582 || lower.contains("running out of space")
583 || lower.contains("disk usage")
584 || lower.contains("storage usage")
585 || lower.contains("how much disk")
586 || lower.contains("how full")
587 || lower.contains("cache size")
588 || (lower.contains("drive") && lower.contains("usage"))
589 || (lower.contains("drives") && lower.contains("usage"))
590 || (lower.contains("where") && lower.contains("space") && lower.contains("go"));
591 let asks_resource_load = lower.contains("resource load")
592 || lower.contains("system load")
593 || lower.contains("performance")
594 || lower.contains("utilization")
595 || lower.contains("usage report")
596 || lower.contains("performance report")
597 || lower.contains("what is my load")
598 || lower.contains("current load")
599 || lower.contains("why is it slow")
600 || lower.contains("why is it laggy")
601 || lower.contains("is it working hard")
602 || lower.contains("high cpu")
603 || lower.contains("high ram")
604 || lower.contains("cpu load")
605 || lower.contains("heavy hitters")
606 || (lower.contains("resource") && lower.contains("usage"));
607
608 let asks_connectivity = lower.contains("internet")
609 || lower.contains("online")
610 || lower.contains("connectivity")
611 || lower.contains("am i connected")
612 || lower.contains("ping google")
613 || lower.contains("reach the internet")
614 || lower.contains("internet access")
615 || lower.contains("no internet")
616 || lower.contains("internet down")
617 || lower.starts_with("ping ")
618 || lower.contains(" ping ")
619 || (lower.contains("check") && lower.contains("connection"))
620 || (lower.contains("dns") && (lower.contains("resolv") || lower.contains("working")));
621 let asks_wifi = lower.contains("wi-fi")
622 || lower.contains("wifi")
623 || lower.contains("wireless")
624 || lower.contains("wlan")
625 || lower.contains("signal strength")
626 || lower.contains("ssid")
627 || lower.contains("access point")
628 || (lower.contains("wireless") && lower.contains("connect"));
629 let asks_connections = lower.contains("tcp connection")
630 || lower.contains("active connection")
631 || lower.contains("established connection")
632 || lower.contains("socket")
633 || lower.contains("netstat")
634 || (lower.contains("connection") && lower.contains("active"))
635 || (lower.contains("connection") && lower.contains("open"));
636 let asks_vpn = lower.contains("vpn")
637 || lower.contains("virtual private network")
638 || (lower.contains("tunnel") && (lower.contains("network") || lower.contains("vpn")));
639 let asks_proxy = lower.contains("proxy")
640 || lower.contains("proxy setting")
641 || lower.contains("winhttp proxy")
642 || lower.contains("system proxy")
643 || (lower.contains("routed") && lower.contains("proxy"));
644 let asks_firewall_rules = (lower.contains("firewall")
645 && (lower.contains("rule")
646 || lower.contains("block")
647 || lower.contains("allow")
648 || lower.contains("inbound")
649 || lower.contains("outbound")))
650 || lower.contains("blocked port")
651 || lower.contains("firewall rule");
652 let asks_traceroute = lower.contains("traceroute")
653 || lower.contains("tracert")
654 || lower.contains("tracepath")
655 || lower.contains("trace route")
656 || lower.contains("trace the route")
657 || lower.contains("trace the path")
658 || lower.contains("network path")
659 || lower.contains("how many hops")
660 || lower.contains("where does traffic go")
661 || (lower.contains("trace") && lower.contains("hop"))
662 || (lower.contains("route") && lower.contains("traffic"))
663 || (lower.contains("trace") && lower.contains("8.8.8.8"))
664 || (lower.contains("path") && lower.contains("8.8.8.8"));
665 let asks_dns_cache = lower.contains("dns cache")
666 || lower.contains("cached dns")
667 || lower.contains("dns lookup cache")
668 || lower.contains("displaydns")
669 || lower.contains("/displaydns")
670 || lower.contains("get-dnsclientcache")
671 || lower.contains("dns entries")
672 || (lower.contains("dns") && lower.contains("cached"));
673 let asks_arp = lower.contains("arp -")
674 || lower.contains("arp table")
675 || lower.contains("arp cache")
676 || lower.contains("mac address")
677 || lower.contains("neighbor table")
678 || lower.contains("ip to mac")
679 || lower.contains("ip neigh")
680 || (lower.contains("arp")
681 && (lower.contains("who") || lower.contains("entry") || lower.contains("entries")));
682 let asks_route_table = lower.contains("route print")
683 || lower.contains("route table")
684 || lower.contains("routing table")
685 || lower.contains("get-netroute")
686 || lower.contains("default gateway")
687 || lower.contains("network routes")
688 || lower.contains("ip route")
689 || lower.contains("next hop")
690 || (lower.contains("route")
691 && (lower.contains("table") || lower.contains("entry") || lower.contains("entries")));
692 let asks_env = (lower.contains("environment variable")
693 || lower.contains("env var")
694 || lower.contains("env vars")
695 || lower.contains("show env")
696 || lower.contains("list env"))
697 && !lower.contains("env doctor");
698 let asks_hosts_file = lower.contains("hosts file")
699 || lower.contains("/etc/hosts")
700 || lower.contains("etc/hosts")
701 || lower.contains("hosts entry")
702 || lower.contains("hosts entries")
703 || (lower.contains("hosts")
704 && (lower.contains("redirect")
705 || lower.contains("block")
706 || lower.contains("loopback")));
707 let asks_docker = lower.contains("docker")
708 || lower.contains("container")
709 || lower.contains("docker compose")
710 || lower.contains("docker ps")
711 || lower.contains("running container");
712 let asks_wsl = lower.contains("wsl")
713 || lower.contains("windows subsystem")
714 || lower.contains("linux distro")
715 || lower.contains("ubuntu on windows")
716 || (lower.contains("subsystem") && lower.contains("linux"));
717 let asks_ssh = (lower.contains("ssh") && !lower.contains("ssh key") && !lower.contains("git"))
718 || lower.contains("sshd")
719 || lower.contains("ssh config")
720 || lower.contains("ssh server")
721 || lower.contains("ssh client")
722 || lower.contains("known_hosts")
723 || lower.contains("authorized_keys")
724 || lower.contains("ssh key")
725 || (lower.contains("ssh")
726 && (lower.contains("running")
727 || lower.contains("service")
728 || lower.contains("port 22")));
729 let asks_installed_software = lower.contains("installed software")
730 || lower.contains("installed program")
731 || lower.contains("installed app")
732 || lower.contains("installed package")
733 || lower.contains("what is installed")
734 || lower.contains("what's installed")
735 || lower.contains("winget list")
736 || lower.contains("list programs")
737 || (lower.contains("installed")
738 && (lower.contains("on this machine")
739 || lower.contains("on my machine")
740 || lower.contains("on my pc")));
741 let asks_databases = lower.contains("postgres")
742 || lower.contains("postgresql")
743 || lower.contains("mysql")
744 || lower.contains("mariadb")
745 || lower.contains("mongodb")
746 || lower.contains("mongo")
747 || lower.contains("redis")
748 || lower.contains("sql server")
749 || lower.contains("mssql")
750 || lower.contains("sqlite")
751 || lower.contains("elasticsearch")
752 || lower.contains("cassandra")
753 || lower.contains("couchdb")
754 || (lower.contains("database")
755 && (lower.contains("running")
756 || lower.contains("service")
757 || lower.contains("installed")
758 || lower.contains("up")
759 || lower.contains("local")))
760 || lower.contains("db service")
761 || lower.contains("database server")
762 || (lower.contains("is")
763 && lower.contains("running")
764 && (lower.contains("db") || lower.contains("database")));
765 let asks_git_config = (lower.contains("git config")
766 || lower.contains("git configuration")
767 || lower.contains("git global")
768 || (lower.contains("git") && lower.contains("user.name"))
769 || (lower.contains("git") && lower.contains("user.email"))
770 || (lower.contains("git") && lower.contains("signing"))
771 || (lower.contains("git") && lower.contains("credential"))
772 || lower.contains("git aliases"))
773 && !lower.contains("github");
774 let asks_user_accounts = lower.contains("local user")
775 || lower.contains("user account")
776 || lower.contains("who is logged in")
777 || lower.contains("who is logged on")
778 || lower.contains("logged in user")
779 || lower.contains("logged on user")
780 || lower.contains("admin group")
781 || lower.contains("administrators group")
782 || lower.contains("local admin")
783 || lower.contains("who has admin")
784 || lower.contains("running as admin")
785 || lower.contains("is this elevated")
786 || lower.contains("active sessions")
787 || lower.contains("logon session")
788 || lower.contains("net user")
789 || lower.contains("get-localuser");
790 let asks_audit_policy = lower.contains("audit policy")
791 || lower.contains("auditpol")
792 || lower.contains("audit log")
793 || lower.contains("what is being logged")
794 || lower.contains("security audit")
795 || lower.contains("logon event")
796 || lower.contains("audit category")
797 || lower.contains("event auditing");
798 let asks_shares = lower.contains("smb share")
799 || lower.contains("network share")
800 || lower.contains("shared folder")
801 || lower.contains("mapped drive")
802 || lower.contains("mapped network drive")
803 || lower.contains("get-smbshare")
804 || lower.contains("what is shared")
805 || lower.contains("what am i sharing")
806 || lower.contains("smb1")
807 || lower.contains("smb signing")
808 || lower.contains("nfs export");
809 let asks_dns_servers = (lower.contains("dns server")
810 || lower.contains("dns resolver")
811 || lower.contains("nameserver")
812 || lower.contains("which dns")
813 || lower.contains("what dns")
814 || lower.contains("dns over https")
815 || lower.contains("doh")
816 || lower.contains("dns search suffix")
817 || lower.contains("configured dns")
818 || lower.contains("get-dnsclientserveraddress"))
819 && !lower.contains("dns cache");
820 let asks_bitlocker = lower.contains("bitlocker")
821 || (lower.contains("drive") && lower.contains("encrypt"))
822 || (lower.contains("disk") && lower.contains("encrypt"))
823 || lower.contains("encryption status");
824 let asks_rdp = lower.contains("rdp")
825 || lower.contains("remote desktop")
826 || (lower.contains("remote") && lower.contains("access") && !lower.contains("git"));
827 let asks_shadow_copies = lower.contains("shadow copy")
828 || lower.contains("shadow copies")
829 || lower.contains("vss")
830 || lower.contains("snapshot")
831 || lower.contains("restore point");
832 let asks_pagefile = lower.contains("pagefile")
833 || lower.contains("page file")
834 || lower.contains("virtual memory")
835 || lower.contains("swap file")
836 || (lower.contains("paging") && lower.contains("file"));
837 let asks_windows_features = (lower.contains("window") && lower.contains("feature"))
838 || lower.contains("optional feature")
839 || lower.contains("iis")
840 || lower.contains("hyper-v")
841 || (lower.contains("feature")
842 && (lower.contains("install")
843 || lower.contains("enabled")
844 || lower.contains("turn on")));
845 let asks_printers =
846 lower.contains("printer") || lower.contains("print queue") || lower.contains("get-printer");
847 let asks_winrm = lower.contains("winrm")
848 || lower.contains("psremoting")
849 || (lower.contains("ps") && lower.contains("remoting"))
850 || (lower.contains("remote") && lower.contains("management") && !lower.contains("rdp"));
851 let asks_network_stats = (lower.contains("network") && lower.contains("stat"))
852 || (lower.contains("adapter") && lower.contains("stat"))
853 || (lower.contains("nic") && lower.contains("stat"))
854 || lower.contains("throughput")
855 || lower.contains("packet loss")
856 || lower.contains("dropped packet");
857 let asks_udp_ports = lower.contains("udp port")
858 || lower.contains("udp listener")
859 || (lower.contains("udp")
860 && (lower.contains("port") || lower.contains("listen") || lower.contains("open")));
861
862 if asks_disk_benchmark {
863 Some("disk_benchmark")
864 } else if asks_storage {
865 Some("storage")
866 } else if asks_fix_plan {
867 Some("fix_plan")
868 } else if asks_gpo {
869 Some("gpo")
870 } else if asks_certificates {
871 Some("certificates")
872 } else if asks_integrity {
873 Some("integrity")
874 } else if asks_domain {
875 Some("domain")
876 } else if asks_device_health {
877 Some("device_health")
878 } else if asks_drivers {
879 Some("drivers")
880 } else if asks_peripherals {
881 Some("peripherals")
882 } else if asks_user_accounts {
883 Some("user_accounts")
884 } else if asks_sessions {
885 Some("sessions")
886 } else if asks_virtualization {
887 Some("hardware")
888 } else if asks_startup {
889 Some("startup_items")
890 } else if asks_bitlocker {
891 Some("bitlocker")
892 } else if asks_rdp {
893 Some("rdp")
894 } else if asks_shadow_copies {
895 Some("shadow_copies")
896 } else if asks_pagefile {
897 Some("pagefile")
898 } else if asks_windows_features {
899 Some("windows_features")
900 } else if asks_printers {
901 Some("printers")
902 } else if asks_winrm {
903 Some("winrm")
904 } else if asks_network_stats {
905 Some("network_stats")
906 } else if asks_udp_ports {
907 Some("udp_ports")
908 } else if asks_updates {
909 Some("updates")
910 } else if asks_audit_policy {
911 Some("audit_policy")
912 } else if asks_security {
913 Some("security")
914 } else if asks_pending_reboot {
915 Some("pending_reboot")
916 } else if asks_disk_health {
917 Some("disk_health")
918 } else if asks_battery {
919 Some("battery")
920 } else if asks_recent_crashes {
921 Some("recent_crashes")
922 } else if asks_log_check {
923 Some("log_check")
924 } else if asks_scheduled_tasks {
925 Some("scheduled_tasks")
926 } else if asks_dev_conflicts {
927 Some("dev_conflicts")
928 } else if (asks_path && asks_toolchains)
929 || (mentions_host_inspection_question(&lower) && asks_broad_readiness)
930 {
931 Some("summary")
932 } else if asks_env_doctor {
933 Some("env_doctor")
934 } else if asks_dns_servers {
935 Some("dns_servers")
936 } else if asks_connectivity {
937 Some("connectivity")
938 } else if asks_wifi {
939 Some("wifi")
940 } else if asks_connections {
941 Some("connections")
942 } else if asks_vpn {
943 Some("vpn")
944 } else if asks_proxy {
945 Some("proxy")
946 } else if asks_firewall_rules {
947 Some("firewall_rules")
948 } else if asks_traceroute {
949 Some("traceroute")
950 } else if asks_dns_cache {
951 Some("dns_cache")
952 } else if asks_arp {
953 Some("arp")
954 } else if asks_route_table {
955 Some("route_table")
956 } else if asks_databases {
957 Some("databases")
958 } else if asks_docker {
959 Some("docker")
960 } else if asks_wsl {
961 Some("wsl")
962 } else if asks_ssh {
963 Some("ssh")
964 } else if asks_git_config {
965 Some("git_config")
966 } else if asks_installed_software {
967 Some("installed_software")
968 } else if asks_env {
969 Some("env")
970 } else if asks_shares {
971 Some("shares")
972 } else if asks_hosts_file {
973 Some("hosts_file")
974 } else if asks_network {
975 Some("network")
976 } else if asks_services {
977 Some("services")
978 } else if asks_ports {
979 Some("ports")
980 } else if asks_processes {
981 Some("processes")
982 } else if asks_repo_doctor {
983 Some("repo_doctor")
984 } else if lower.contains("desktop") {
985 Some("desktop")
986 } else if lower.contains("downloads") {
987 Some("downloads")
988 } else if asks_path {
989 Some("path")
990 } else if asks_toolchains {
991 Some("toolchains")
992 } else if asks_os_config {
993 Some("os_config")
994 } else if asks_resource_load {
995 Some("resource_load")
996 } else if asks_health_report {
997 Some("health_report")
998 } else if asks_directory {
999 Some("directory")
1000 } else if mentions_host_inspection_question(&lower) {
1001 Some("summary")
1002 } else {
1003 None
1004 }
1005}
1006
1007pub fn all_host_inspection_topics(user_input: &str) -> Vec<&'static str> {
1011 let detectors: &[(&str, fn(&str) -> bool)] = &[
1014 ("fix_plan", |l| {
1015 l.contains("fix")
1016 && (l.contains("cargo")
1017 || l.contains("port ")
1018 || l.contains("lm studio")
1019 || l.contains("toolchain"))
1020 }),
1021 ("updates", |l| {
1022 l.contains("up to date")
1023 || l.contains("windows update")
1024 || l.contains("pending update")
1025 || l.contains("update available")
1026 }),
1027 ("security", |l| {
1028 l.contains("antivirus")
1029 || l.contains("defender")
1030 || l.contains("uac")
1031 || (l.contains("security") && !l.contains("git") && !l.contains("ssh"))
1032 }),
1033 ("pending_reboot", |l| {
1034 l.contains("pending reboot")
1035 || l.contains("pending restart")
1036 || l.contains("need to restart")
1037 || l.contains("reboot required")
1038 || (l.contains("reboot") && l.contains("pending"))
1039 || (l.contains("restart") && l.contains("pending"))
1040 }),
1041 ("disk_health", |l| {
1042 l.contains("disk health")
1043 || l.contains("drive health")
1044 || l.contains("smart status")
1045 || (l.contains("healthy")
1046 && (l.contains("drive") || l.contains("disk") || l.contains("ssd")))
1047 }),
1048 ("battery", |l| l.contains("battery")),
1049 ("recent_crashes", |l| {
1050 l.contains("crash") || l.contains("bsod") || l.contains("blue screen")
1051 }),
1052 ("scheduled_tasks", |l| {
1053 l.contains("scheduled task") || l.contains("task scheduler")
1054 }),
1055 ("dev_conflicts", |l| {
1056 l.contains("dev conflict")
1057 || l.contains("toolchain conflict")
1058 || l.contains("duplicate path")
1059 }),
1060 ("storage", |l| {
1061 l.contains("disk space")
1062 || l.contains("storage")
1063 || l.contains("drive capacity")
1064 || l.contains("cache size")
1065 }),
1066 ("hardware", |l| {
1067 l.contains("cpu model")
1068 || l.contains("ram size")
1069 || l.contains("hardware spec")
1070 || (l.contains("what hardware") && l.contains("have"))
1071 }),
1072 ("health_report", |l| {
1073 l.contains("health report") || l.contains("system health")
1074 }),
1075 ("resource_load", |l| {
1076 l.contains("resource load")
1077 || l.contains("cpu load")
1078 || l.contains("ram %")
1079 || l.contains("cpu %")
1080 || l.contains("performance")
1081 }),
1082 ("processes", |l| {
1083 l.contains("process")
1084 || l.contains("task manager")
1085 || l.contains("what is running")
1086 || l.contains("using my ram")
1087 || l.contains("hitting the disk")
1088 || l.contains("disk thrasher")
1089 }),
1090 ("services", |l| {
1091 l.contains("service") || l.contains("daemon") || l.contains("windows service")
1092 }),
1093 ("ports", |l| {
1094 l.contains("listening port")
1095 || l.contains("open port")
1096 || l.contains("what is on port")
1097 || l.contains("port 3000")
1098 || (l.contains("listening") && l.contains("port"))
1099 }),
1100 ("traceroute", |l| {
1101 l.contains("traceroute")
1102 || l.contains("tracert")
1103 || l.contains("trace route")
1104 || l.contains("trace the path")
1105 || l.contains("network path")
1106 || l.contains("how many hops")
1107 || (l.contains("trace") && l.contains("hop"))
1108 }),
1109 ("dns_cache", |l| {
1110 l.contains("dns cache")
1111 || l.contains("cached dns")
1112 || l.contains("displaydns")
1113 || (l.contains("dns") && l.contains("cached"))
1114 }),
1115 ("arp", |l| {
1116 l.contains("arp table")
1117 || l.contains("arp cache")
1118 || l.contains("mac address")
1119 || l.contains("ip to mac")
1120 || l.contains("arp -")
1121 }),
1122 ("route_table", |l| {
1123 l.contains("route table")
1124 || l.contains("routing table")
1125 || l.contains("route print")
1126 || l.contains("network route")
1127 || l.contains("next hop")
1128 }),
1129 ("connectivity", |l| {
1130 l.contains("internet")
1131 || l.contains("am i connected")
1132 || l.contains("ping google")
1133 || l.contains("internet access")
1134 || l.contains("no internet")
1135 }),
1136 ("wifi", |l| {
1137 l.contains("wi-fi")
1138 || l.contains("wifi")
1139 || l.contains("wireless")
1140 || l.contains("ssid")
1141 || l.contains("signal strength")
1142 }),
1143 ("connections", |l| {
1144 l.contains("tcp connection")
1145 || l.contains("active connection")
1146 || l.contains("netstat")
1147 || l.contains("open socket")
1148 || (l.contains("established") && l.contains("connection"))
1149 }),
1150 ("vpn", |l| {
1151 l.contains("vpn") || l.contains("virtual private network")
1152 }),
1153 ("proxy", |l| {
1154 l.contains("proxy setting") || l.contains("system proxy") || l.contains("winhttp proxy")
1155 }),
1156 ("firewall_rules", |l| {
1157 (l.contains("firewall")
1158 && (l.contains("rule") || l.contains("inbound") || l.contains("outbound")))
1159 || l.contains("firewall rule")
1160 }),
1161 ("network", |l| {
1162 l.contains("network adapter")
1163 || l.contains("ip address")
1164 || l.contains("ipconfig")
1165 || l.contains("gateway")
1166 || l.contains("subnet")
1167 }),
1168 ("env_doctor", |l| {
1169 l.contains("env doctor")
1170 || l.contains("environment doctor")
1171 || l.contains("package manager")
1172 || l.contains("path drift")
1173 }),
1174 ("os_config", |l| {
1175 l.contains("power plan")
1176 || l.contains("uptime")
1177 || l.contains("boot time")
1178 || l.contains("last boot")
1179 }),
1180 ("path", |l| {
1181 l.contains("path entries") || l.contains("raw path")
1182 }),
1183 ("toolchains", |l| {
1184 l.contains("developer tools")
1185 || l.contains("toolchains")
1186 || (l.contains("installed") && l.contains("version"))
1187 }),
1188 ("docker", |l| {
1189 l.contains("docker") || l.contains("container") || l.contains("running container")
1190 }),
1191 ("wsl", |l| {
1192 l.contains("wsl")
1193 || l.contains("windows subsystem")
1194 || (l.contains("subsystem") && l.contains("linux"))
1195 }),
1196 ("ssh", |l| {
1197 l.contains("ssh")
1198 || l.contains("sshd")
1199 || l.contains("known_hosts")
1200 || l.contains("authorized_keys")
1201 }),
1202 ("git_config", |l| {
1203 (l.contains("git config") || l.contains("git global") || l.contains("git aliases"))
1204 && !l.contains("github")
1205 }),
1206 ("installed_software", |l| {
1207 l.contains("installed software")
1208 || l.contains("installed program")
1209 || l.contains("what is installed")
1210 || l.contains("what's installed")
1211 || l.contains("winget list")
1212 }),
1213 ("env", |l| {
1214 (l.contains("environment variable") || l.contains("env var") || l.contains("env vars"))
1215 && !l.contains("env doctor")
1216 }),
1217 ("hosts_file", |l| {
1218 l.contains("hosts file") || l.contains("/etc/hosts") || l.contains("hosts entry")
1219 }),
1220 ("databases", |l| {
1221 l.contains("postgres")
1222 || l.contains("mysql")
1223 || l.contains("mariadb")
1224 || l.contains("mongodb")
1225 || l.contains("redis")
1226 || l.contains("sqlite")
1227 || l.contains("sql server")
1228 || l.contains("elasticsearch")
1229 || (l.contains("database") && (l.contains("running") || l.contains("service")))
1230 }),
1231 ("user_accounts", |l| {
1232 l.contains("local user")
1233 || l.contains("user account")
1234 || l.contains("who is logged")
1235 || l.contains("admin group")
1236 || l.contains("local admin")
1237 || l.contains("active sessions")
1238 || l.contains("running as admin")
1239 }),
1240 ("audit_policy", |l| {
1241 l.contains("audit policy")
1242 || l.contains("auditpol")
1243 || l.contains("what is being logged")
1244 || l.contains("security audit")
1245 || l.contains("event auditing")
1246 }),
1247 ("shares", |l| {
1248 l.contains("smb share")
1249 || l.contains("network share")
1250 || l.contains("shared folder")
1251 || l.contains("mapped drive")
1252 || l.contains("smb1")
1253 || l.contains("nfs export")
1254 }),
1255 ("dns_servers", |l| {
1256 (l.contains("dns server")
1257 || l.contains("dns resolver")
1258 || l.contains("nameserver")
1259 || l.contains("which dns")
1260 || l.contains("dns over https")
1261 || l.contains("configured dns"))
1262 && !l.contains("dns cache")
1263 }),
1264 ("bitlocker", |l| {
1265 l.contains("bitlocker")
1266 || (l.contains("drive") && l.contains("encrypt"))
1267 || (l.contains("disk") && l.contains("encrypt"))
1268 || l.contains("encryption status")
1269 }),
1270 ("rdp", |l| {
1271 l.contains("rdp")
1272 || l.contains("remote desktop")
1273 || (l.contains("remote") && l.contains("access") && !l.contains("git"))
1274 }),
1275 ("shadow_copies", |l| {
1276 l.contains("shadow copy")
1277 || l.contains("shadow copies")
1278 || l.contains("vss")
1279 || l.contains("snapshot")
1280 || l.contains("restore point")
1281 }),
1282 ("pagefile", |l| {
1283 l.contains("pagefile")
1284 || l.contains("page file")
1285 || l.contains("virtual memory")
1286 || l.contains("swap file")
1287 }),
1288 ("windows_features", |l| {
1289 (l.contains("window") && l.contains("feature"))
1290 || l.contains("optional feature")
1291 || l.contains("iis")
1292 || l.contains("hyper-v")
1293 || (l.contains("feature") && (l.contains("install") || l.contains("enabled")))
1294 }),
1295 ("printers", |l| {
1296 l.contains("printer") || l.contains("print queue") || l.contains("get-printer")
1297 }),
1298 ("winrm", |l| {
1299 l.contains("winrm")
1300 || l.contains("psremoting")
1301 || (l.contains("remote") && l.contains("management") && !l.contains("rdp"))
1302 }),
1303 ("network_stats", |l| {
1304 (l.contains("network") && l.contains("stat"))
1305 || (l.contains("adapter") && l.contains("stat"))
1306 || l.contains("throughput")
1307 || l.contains("packet loss")
1308 || l.contains("dropped packet")
1309 }),
1310 ("startup_items", |l| {
1311 l.contains("startup") || l.contains("boot program") || l.contains("autorun")
1312 }),
1313 ("udp_ports", |l| {
1314 l.contains("udp port")
1315 || l.contains("udp listener")
1316 || (l.contains("udp") && l.contains("listening"))
1317 }),
1318 ("gpo", |l| {
1319 l.contains("gpo") || l.contains("group policy") || l.contains("gpresult")
1320 }),
1321 ("certificates", |l| {
1322 l.contains("cert") || l.contains("ssl") || l.contains("thumbprint")
1323 }),
1324 ("integrity", |l| {
1325 l.contains("integrity") || l.contains("sfc") || l.contains("dism")
1326 }),
1327 ("domain", |l| {
1328 l.contains("domain")
1329 || l.contains("workgroup")
1330 || l.contains("netbios")
1331 || l.contains("active directory")
1332 }),
1333 ("device_health", |l| {
1334 l.contains("device health")
1335 || l.contains("hardware error")
1336 || l.contains("yellow bang")
1337 || l.contains("malfunctioning")
1338 }),
1339 ("drivers", |l| {
1340 l.contains("driver") || l.contains("system driver")
1341 }),
1342 ("peripherals", |l| {
1343 l.contains("peripheral")
1344 || l.contains("usb")
1345 || l.contains("keyboard")
1346 || l.contains("mouse")
1347 || l.contains("monitor")
1348 }),
1349 ("sessions", |l| {
1350 l.contains("session") || l.contains("who is logged") || l.contains("active login")
1351 }),
1352 ("hardware", |l| {
1353 l.contains("virtualization")
1354 || l.contains("hypervisor")
1355 || l.contains("vt-x")
1356 || l.contains("slat")
1357 }),
1358 ];
1359
1360 let lower = user_input.to_lowercase();
1361 let mut topics: Vec<&'static str> = Vec::new();
1362 for (topic, check) in detectors {
1363 if check(&lower) && !topics.contains(topic) {
1364 topics.push(topic);
1365 }
1366 }
1367 topics
1368}
1369
1370pub(crate) fn preferred_maintainer_workflow(user_input: &str) -> Option<&'static str> {
1371 let lower = user_input.to_ascii_lowercase();
1372 let asks_cleanup = contains_any(
1373 &lower,
1374 &[
1375 "run my cleanup",
1376 "run the cleanup",
1377 "run cleanup",
1378 "deep clean",
1379 "prune dist",
1380 "clean.ps1",
1381 "cleanup script",
1382 "cleanup workflow",
1383 "clean up scripts",
1384 ],
1385 );
1386 let asks_package = contains_any(
1387 &lower,
1388 &[
1389 "rebuild local portable",
1390 "rebuild the portable",
1391 "run the local build",
1392 "run the portable",
1393 "package-windows.ps1",
1394 "package windows",
1395 "build installer",
1396 "overwrite the portable",
1397 "refresh the portable",
1398 "update path",
1399 "update path with the portable",
1400 ],
1401 );
1402 let asks_release = contains_any(
1403 &lower,
1404 &[
1405 "run the release flow",
1406 "regular workflow",
1407 "cut the release",
1408 "ship it",
1409 "release.ps1",
1410 "bump to ",
1411 "tag it",
1412 "full tag and everything",
1413 "publish crates",
1414 ],
1415 );
1416
1417 if asks_cleanup {
1418 Some("clean")
1419 } else if asks_package {
1420 Some("package_windows")
1421 } else if asks_release {
1422 Some("release")
1423 } else {
1424 None
1425 }
1426}
1427
1428pub(crate) fn preferred_workspace_workflow(user_input: &str) -> Option<&'static str> {
1429 let lower = user_input.to_ascii_lowercase();
1430 let asks_project_scope = contains_any(
1431 &lower,
1432 &[
1433 "this repo",
1434 "this repository",
1435 "this project",
1436 "current project",
1437 "current repo",
1438 "workspace",
1439 "in this folder",
1440 "here",
1441 ],
1442 );
1443 let asks_build = contains_any(
1444 &lower,
1445 &[
1446 "run the build",
1447 "build this project",
1448 "build this repo",
1449 "run build",
1450 "compile this project",
1451 "cargo build",
1452 "npm run build",
1453 "pnpm run build",
1454 "yarn build",
1455 "go build",
1456 "gradlew build",
1457 ],
1458 );
1459 let asks_test = contains_any(
1460 &lower,
1461 &[
1462 "run the tests",
1463 "run tests",
1464 "test this project",
1465 "test this repo",
1466 "run the test suite",
1467 "cargo test",
1468 "npm test",
1469 "pnpm test",
1470 "yarn test",
1471 "pytest",
1472 "go test",
1473 "gradlew test",
1474 ],
1475 );
1476 let asks_lint = contains_any(
1477 &lower,
1478 &[
1479 "run lint",
1480 "lint this project",
1481 "lint this repo",
1482 "cargo clippy",
1483 "npm run lint",
1484 "pnpm run lint",
1485 "yarn lint",
1486 ],
1487 );
1488 let asks_fix = contains_any(
1489 &lower,
1490 &[
1491 "run fix",
1492 "fix formatting",
1493 "run formatter",
1494 "cargo fmt",
1495 "npm run fix",
1496 "pnpm run fix",
1497 "yarn fix",
1498 ],
1499 );
1500 let asks_script = contains_any(
1501 &lower,
1502 &[
1503 "npm run ",
1504 "pnpm run ",
1505 "yarn ",
1506 "bun run ",
1507 "make ",
1508 "just ",
1509 "task ",
1510 "scripts/",
1511 ".\\scripts\\",
1512 "./scripts/",
1513 ".ps1",
1514 ".sh",
1515 ".py",
1516 ".cmd",
1517 ".bat",
1518 ],
1519 );
1520
1521 if asks_build
1522 && (asks_project_scope
1523 || !contains_any(&lower, &["release.ps1", "package-windows.ps1", "clean.ps1"]))
1524 {
1525 Some("build")
1526 } else if asks_test && asks_project_scope {
1527 Some("test")
1528 } else if asks_lint && asks_project_scope {
1529 Some("lint")
1530 } else if asks_fix && asks_project_scope {
1531 Some("fix")
1532 } else if asks_script && !preferred_maintainer_workflow(user_input).is_some() {
1533 Some("script")
1534 } else if (asks_test || asks_lint || asks_fix)
1535 && !preferred_maintainer_workflow(user_input).is_some()
1536 {
1537 Some(if asks_test {
1538 "test"
1539 } else if asks_lint {
1540 "lint"
1541 } else {
1542 "fix"
1543 })
1544 } else {
1545 None
1546 }
1547}
1548
1549pub(crate) fn looks_like_mutation_request(user_input: &str) -> bool {
1550 let lower = user_input.to_lowercase();
1551 [
1552 "fix ",
1553 "change ",
1554 "edit ",
1555 "modify ",
1556 "update ",
1557 "rename ",
1558 "refactor ",
1559 "patch ",
1560 "rewrite ",
1561 "implement ",
1562 "create a file",
1563 "create file",
1564 "add a file",
1565 "delete ",
1566 "remove ",
1567 "make the change",
1568 ]
1569 .iter()
1570 .any(|needle| lower.contains(needle))
1571}
1572
1573pub(crate) fn classify_query_intent(workflow_mode: WorkflowMode, user_input: &str) -> QueryIntent {
1574 let lower = user_input.to_lowercase();
1575 let trimmed = user_input.trim().to_ascii_lowercase();
1576
1577 let mentions_runtime_trace = contains_any(
1578 &lower,
1579 &[
1580 "trace",
1581 "how does",
1582 "what are the main runtime subsystems",
1583 "how does a user message move",
1584 "separate normal assistant output",
1585 "session reset behavior",
1586 "file references",
1587 "event types",
1588 "channels",
1589 ],
1590 );
1591 let anti_guess = contains_any(&lower, &["do not guess", "if you are unsure"]);
1592 let capability_mode = mentions_capability_question(&lower);
1593 let capability_needs_repo =
1594 capability_mode && capability_question_requires_repo_inspection(&lower);
1595 let host_inspection_mode = preferred_host_inspection_topic(&lower).is_some();
1596 let maintainer_workflow_mode = preferred_maintainer_workflow(&lower).is_some();
1597 let workspace_workflow_mode =
1598 preferred_workspace_workflow(&lower).is_some() && !maintainer_workflow_mode;
1599 let toolchain_mode = contains_any(
1600 &lower,
1601 &[
1602 "tooling discipline",
1603 "best read-only toolchain",
1604 "identify the best tools you actually have",
1605 "concrete read-only investigation plan",
1606 "do not execute the plan",
1607 "available repo-inspection tools",
1608 "tool choice discipline",
1609 "what tools would you choose first",
1610 ],
1611 ) || (lower.contains("which tools") && lower.contains("why"))
1612 || (lower.contains("when would you choose") && lower.contains("tool"));
1613 let architecture_overview_mode = {
1614 let architecture_signals = contains_any(
1615 &lower,
1616 &[
1617 "architecture overview",
1618 "architecture walkthrough",
1619 "full architecture",
1620 "runtime walkthrough",
1621 "control flow",
1622 "tool routing",
1623 "workflow modes",
1624 "repo map behavior",
1625 "mcp policy",
1626 "prompt budgeting",
1627 "compaction",
1628 "file ownership",
1629 "owner file",
1630 "project structure",
1631 "repository structure",
1632 ],
1633 );
1634 let broad = contains_any(
1635 &lower,
1636 &[
1637 "full detailed",
1638 "all in one answer",
1639 "concrete file ownership",
1640 "walk me through",
1641 "major runtime pieces",
1642 "which files own",
1643 "how",
1644 "explain",
1645 "overview",
1646 ],
1647 );
1648 (architecture_signals && broad)
1649 || (lower.contains("runtime")
1650 && lower.contains("workflow")
1651 && (lower.contains("architecture") || lower.contains("tool routing")))
1652 || mentions_broad_system_walkthrough(&lower)
1653 };
1654
1655 let direct_answer = if trimmed == "/about" || mentions_creator_question(&lower) {
1656 Some(DirectAnswerKind::About)
1657 } else if matches!(
1658 trimmed.as_str(),
1659 "who are you" | "who are you?" | "what are you" | "what are you?"
1660 ) || (lower.contains("what is hematite") && !lower.contains("lm studio"))
1661 {
1662 Some(DirectAnswerKind::Identity)
1663 } else if (mentions_stable_product_surface(&lower) || mentions_product_truth_routing(&lower))
1664 && contains_any(
1665 &lower,
1666 &[
1667 "how hematite answers",
1668 "how does hematite answer",
1669 "how hematite handles",
1670 "how does hematite handle",
1671 "how hematite decides",
1672 "how does hematite decide",
1673 "decides whether",
1674 "decide whether",
1675 ],
1676 )
1677 {
1678 Some(DirectAnswerKind::ProductSurface)
1679 } else if mentions_reset_commands(&lower)
1680 && contains_any(
1681 &lower,
1682 &[
1683 "exact difference",
1684 "difference between",
1685 "explain the exact difference",
1686 "what is the difference",
1687 ],
1688 )
1689 {
1690 Some(DirectAnswerKind::SessionResetSemantics)
1691 } else if (lower.contains("reasoning output") || lower.contains("reasoning"))
1692 && contains_any(
1693 &lower,
1694 &["visible chat output", "visible chat", "chat output"],
1695 )
1696 {
1697 Some(DirectAnswerKind::ReasoningSplit)
1698 } else if lower.contains("/ask")
1699 && lower.contains("/code")
1700 && lower.contains("/architect")
1701 && lower.contains("/read-only")
1702 && lower.contains("/auto")
1703 && contains_any(&lower, &["difference", "differences", "what are"])
1704 {
1705 Some(DirectAnswerKind::WorkflowModes)
1706 } else if lower.contains(".hematite/settings.json")
1707 && lower.contains("gemma_native_auto")
1708 && lower.contains("gemma_native_formatting")
1709 {
1710 Some(DirectAnswerKind::GemmaNativeSettings)
1711 } else if contains_any(
1712 &lower,
1713 &[
1714 "skip verification",
1715 "skip build verification",
1716 "commit it immediately",
1717 "commit immediately",
1718 ],
1719 ) && contains_any(
1720 &lower,
1721 &[
1722 "make a code change",
1723 "make the change",
1724 "change the code",
1725 "edit the code",
1726 "edit a file",
1727 "implement",
1728 ],
1729 ) {
1730 Some(DirectAnswerKind::UnsafeWorkflowPressure)
1731 } else if contains_any(&lower, &["/gemma-native", "gemma native"])
1732 && contains_any(&lower, &["what does", "what is", "how does", "what do"])
1733 {
1734 Some(DirectAnswerKind::GemmaNative)
1735 } else if lower.contains("verify_build")
1736 && lower.contains(".hematite/settings.json")
1737 && contains_any(
1738 &lower,
1739 &["build", "test", "lint", "fix", "verification commands"],
1740 )
1741 {
1742 Some(DirectAnswerKind::VerifyProfiles)
1743 } else if (lower.contains("carry forward by default")
1744 || lower.contains("session memory should you carry forward")
1745 || (lower.contains("carry forward")
1746 && contains_any(
1747 &lower,
1748 &[
1749 "besides the active task",
1750 "blocker",
1751 "compacts",
1752 "recovers from a blocker",
1753 "session state",
1754 ],
1755 )))
1756 && contains_any(
1757 &lower,
1758 &[
1759 "restarted hematite",
1760 "restarted",
1761 "avoid carrying forward",
1762 "session state",
1763 "active task",
1764 "blocker",
1765 "compacts",
1766 "recovers from a blocker",
1767 ],
1768 )
1769 {
1770 Some(DirectAnswerKind::SessionMemory)
1771 } else if contains_any(
1772 &lower,
1773 &[
1774 "recovery recipe",
1775 "recovery recipes",
1776 "recovery step",
1777 "recovery steps",
1778 ],
1779 ) && contains_any(
1780 &lower,
1781 &[
1782 "blocker",
1783 "runtime failure",
1784 "degrades",
1785 "context window",
1786 "context-window",
1787 "operator",
1788 ],
1789 ) {
1790 Some(DirectAnswerKind::RecoveryRecipes)
1791 } else if !architecture_overview_mode
1792 && contains_any(
1793 &lower,
1794 &[
1795 "mcp server health",
1796 "mcp runtime state",
1797 "mcp lifecycle",
1798 "mcp state",
1799 "mcp healthy",
1800 "mcp degraded",
1801 "mcp failed",
1802 ],
1803 )
1804 {
1805 Some(DirectAnswerKind::McpLifecycle)
1806 } else if contains_any(
1807 &lower,
1808 &[
1809 "allowed, denied, or require approval",
1810 "allowed denied or require approval",
1811 "allow, ask, or deny",
1812 "tool call should be allowed",
1813 "authorization logic",
1814 "workspace trust",
1815 "trust-allowlisted",
1816 ],
1817 ) {
1818 Some(DirectAnswerKind::AuthorizationPolicy)
1819 } else if contains_any(
1820 &lower,
1821 &[
1822 "tool classes",
1823 "tool class",
1824 "flat tool list",
1825 "runtime tool classes",
1826 "different runtime tool classes",
1827 ],
1828 ) || (lower.contains("repo reads")
1829 && lower.contains("repo writes")
1830 && contains_any(
1831 &lower,
1832 &[
1833 "verification tools",
1834 "git tools",
1835 "external mcp tools",
1836 "different runtime",
1837 ],
1838 ))
1839 {
1840 Some(DirectAnswerKind::ToolClasses)
1841 } else if contains_any(
1842 &lower,
1843 &[
1844 "built-in tool catalog",
1845 "builtin tool catalog",
1846 "builtin-tool dispatch",
1847 "built-in tool dispatch",
1848 "tool registry ownership",
1849 "which file now owns",
1850 ],
1851 ) && contains_any(
1852 &lower,
1853 &[
1854 "tool catalog",
1855 "dispatch path",
1856 "dispatch",
1857 "tool registry",
1858 "owns",
1859 ],
1860 ) {
1861 Some(DirectAnswerKind::ToolRegistryOwnership)
1862 } else if (lower.contains("other coding languages")
1863 || lower.contains("what languages")
1864 || lower.contains("know other languages"))
1865 && contains_any(
1866 &lower,
1867 &[
1868 "capable of making projects",
1869 "can you make projects",
1870 "can you build projects",
1871 ],
1872 )
1873 {
1874 Some(DirectAnswerKind::LanguageCapability)
1875 } else if workflow_mode == WorkflowMode::Architect
1876 && (lower.contains("session reset")
1877 || (lower.contains("/clear") && lower.contains("/new") && lower.contains("/forget")))
1878 && contains_any(&lower, &["redesign", "clearer", "easier", "understand"])
1879 {
1880 Some(DirectAnswerKind::ArchitectSessionResetPlan)
1881 } else if toolchain_mode
1882 && lower.contains("read-only")
1883 && contains_any(
1884 &lower,
1885 &[
1886 "tooling discipline",
1887 "investigation plan",
1888 "best read-only toolchain",
1889 "tool choice discipline",
1890 "what tools would you choose first",
1891 ],
1892 )
1893 {
1894 Some(DirectAnswerKind::Toolchain)
1895 } else {
1896 None
1897 };
1898
1899 let primary_class = if direct_answer.is_some()
1900 || mentions_stable_product_surface(&lower)
1901 || mentions_product_truth_routing(&lower)
1902 {
1903 QueryIntentClass::ProductTruth
1904 } else if architecture_overview_mode {
1905 QueryIntentClass::RepoArchitecture
1906 } else if toolchain_mode {
1907 QueryIntentClass::Toolchain
1908 } else if capability_mode {
1909 QueryIntentClass::Capability
1910 } else if mentions_runtime_trace || anti_guess || lower.contains("read-only") {
1911 QueryIntentClass::RuntimeDiagnosis
1912 } else if looks_like_mutation_request(user_input) {
1913 QueryIntentClass::Implementation
1914 } else {
1915 QueryIntentClass::Unknown
1916 };
1917
1918 QueryIntent {
1919 primary_class,
1920 direct_answer,
1921 grounded_trace_mode: mentions_runtime_trace || lower.contains("read-only") || anti_guess,
1922 capability_mode,
1923 capability_needs_repo,
1924 toolchain_mode,
1925 host_inspection_mode,
1926 maintainer_workflow_mode,
1927 workspace_workflow_mode,
1928 architecture_overview_mode,
1929 }
1930}
1931
1932pub(crate) fn is_capability_probe_tool(name: &str) -> bool {
1933 matches!(
1934 name,
1935 "read_file"
1936 | "inspect_lines"
1937 | "list_files"
1938 | "grep_files"
1939 | "lsp_definitions"
1940 | "lsp_references"
1941 | "lsp_hover"
1942 | "lsp_search_symbol"
1943 | "lsp_get_diagnostics"
1944 | "trace_runtime_flow"
1945 | "auto_pin_context"
1946 | "list_pinned"
1947 )
1948}
1949
1950pub fn needs_computation_sandbox(user_input: &str) -> bool {
1954 let lower = user_input.to_lowercase();
1955 let hash_or_checksum = lower.contains("sha")
1956 || lower.contains("md5")
1957 || lower.contains("checksum")
1958 || lower.contains("crc")
1959 || lower.contains("hash")
1960 || lower.contains("fingerprint");
1961 let financial =
1962 (lower.contains("calculat") || lower.contains("compute") || lower.contains("what is"))
1963 && (lower.contains("percent")
1964 || lower.contains("%")
1965 || lower.contains("interest")
1966 || lower.contains("compound")
1967 || lower.contains("roi")
1968 || lower.contains("tax")
1969 || lower.contains("discount")
1970 || lower.contains("profit")
1971 || lower.contains("loss"));
1972 let statistics = lower.contains("standard deviation")
1973 || lower.contains("std dev")
1974 || lower.contains("mean of")
1975 || lower.contains("median of")
1976 || lower.contains("average of")
1977 || lower.contains("variance")
1978 || lower.contains("regression")
1979 || lower.contains("correlation");
1980 let date_math = (lower.contains("how many days")
1981 || lower.contains("days between")
1982 || lower.contains("days until")
1983 || lower.contains("days since")
1984 || lower.contains("unix timestamp")
1985 || lower.contains("epoch")
1986 || lower.contains("time zone")
1987 || lower.contains("timezone"))
1988 && (lower.contains("date")
1989 || lower.contains("day")
1990 || lower.contains("timestamp")
1991 || lower.contains("time"));
1992 let algorithmic = lower.contains("is prime")
1993 || lower.contains("prime number")
1994 || lower.contains("factori")
1995 || lower.contains("fibonacci")
1996 || lower.contains("factorial")
1997 || lower.contains("sort this")
1998 || lower.contains("verify this algorithm")
1999 || lower.contains("run this code")
2000 || lower.contains("execute this");
2001 let unit_conversion = (lower.contains("convert") || lower.contains("how many"))
2002 && (lower.contains(" bytes")
2003 || lower.contains(" kb")
2004 || lower.contains(" mb")
2005 || lower.contains(" gb")
2006 || lower.contains(" tb")
2007 || lower.contains("gigabyte")
2008 || lower.contains("megabyte")
2009 || lower.contains("celsius")
2010 || lower.contains("fahrenheit")
2011 || lower.contains("kelvin")
2012 || lower.contains("kilometers")
2013 || lower.contains("miles")
2014 || lower.contains("pounds")
2015 || lower.contains("kilograms"));
2016 hash_or_checksum || financial || statistics || date_math || algorithmic || unit_conversion
2017}
2018
2019#[cfg(test)]
2020mod tests {
2021 use super::*;
2022
2023 #[test]
2024 fn classify_query_intent_routes_creator_questions_to_about() {
2025 let intent = classify_query_intent(WorkflowMode::Auto, "Who created Hematite?");
2026 assert_eq!(intent.direct_answer, Some(DirectAnswerKind::About));
2027
2028 let intent = classify_query_intent(WorkflowMode::Auto, "/about");
2029 assert_eq!(intent.direct_answer, Some(DirectAnswerKind::About));
2030 }
2031
2032 #[test]
2033 fn classify_query_intent_marks_maintainer_workflow_requests() {
2034 let intent = classify_query_intent(
2035 WorkflowMode::Auto,
2036 "Run my cleanup scripts and prune old artifacts.",
2037 );
2038 assert!(intent.maintainer_workflow_mode);
2039 assert_eq!(
2040 preferred_maintainer_workflow("Rebuild the local portable and update PATH."),
2041 Some("package_windows")
2042 );
2043 assert_eq!(
2044 preferred_maintainer_workflow("Run the release flow and publish crates."),
2045 Some("release")
2046 );
2047 }
2048
2049 #[test]
2050 fn classify_query_intent_marks_workspace_workflow_requests() {
2051 let intent = classify_query_intent(WorkflowMode::Auto, "Run the tests in this project.");
2052 assert!(intent.workspace_workflow_mode);
2053 assert_eq!(
2054 preferred_workspace_workflow("Run the tests in this project."),
2055 Some("test")
2056 );
2057 assert_eq!(
2058 preferred_workspace_workflow("Run npm run dev in this repo."),
2059 Some("script")
2060 );
2061 }
2062}