1use std::borrow::Cow;
38use std::collections::{BTreeMap, BTreeSet, HashMap, HashSet};
39use std::io::{BufRead, BufReader};
40use std::path::{Path, PathBuf};
41
42use serde_json::Value;
43
44use crate::collective::{self, Config, Route};
45use crate::harness::{self, Harness as _, codex, opencode};
46use crate::learn::{self, Episode, Lesson};
47use crate::runner;
48
49pub const FLAGS: &[&str] = &[
51 "--apply",
52 "--since",
53 "--limit",
54 "--claude",
55 "--omp",
56 "--opencode",
57 "--codex",
58 "--session",
59 "--from-dir",
60 "--plan",
61 "--for",
62 "--collective",
63 "--knowledge",
64 "--retros",
65 "--families",
66 "--decisions",
67];
68
69#[derive(Debug, Clone, Copy, PartialEq, Eq)]
70pub enum Source {
71 Claude,
72 Omp,
73 Opencode,
74 Codex,
75}
76
77#[derive(Debug, Clone, PartialEq, Eq)]
79pub enum OpencodeFrom {
80 Cli,
82 Dir(PathBuf),
84}
85
86#[derive(Debug, Clone)]
89pub struct Found {
90 pub cwd: String,
91 pub task_cwd: String,
92 pub agent_cwd: String,
93 pub tool_cwd: String,
94 pub episode: Episode,
95}
96
97impl AsMut<Episode> for Found {
98 fn as_mut(&mut self) -> &mut Episode {
99 &mut self.episode
100 }
101}
102
103pub struct Options {
104 pub claude: Option<PathBuf>,
105 pub omp: Option<PathBuf>,
106 pub opencode: Option<OpencodeFrom>,
108 pub codex: Option<PathBuf>,
110 pub session: Option<String>,
112 pub since: Option<i64>,
114 pub limit: Option<usize>,
117 pub apply: bool,
118 pub skip: Vec<String>,
120}
121
122#[derive(Debug, Default, Clone, PartialEq, Eq)]
124pub struct Tally {
125 pub home: PathBuf,
126 pub may_sync: bool,
127 pub sessions: usize,
128 pub episodes: usize,
130 pub known: usize,
132 pub calls: usize,
134 pub new_lessons: usize,
135 pub merged: usize,
136 pub pending: usize,
138}
139
140#[derive(Debug, Default, Clone, PartialEq, Eq)]
142pub struct Kinds {
143 pub rejections: usize,
146 pub answers: usize,
147 pub prompts: usize,
148 pub known: usize,
150 pub version: String,
152}
153
154#[derive(Debug, Default)]
155pub struct Report {
156 pub scanned: usize,
157 pub claude: usize,
159 pub omp: usize,
160 pub opencode: Option<usize>,
161 pub codex: usize,
162 pub collectives: BTreeMap<String, Tally>,
163 pub off_sessions: usize,
164 pub off_episodes: usize,
165 pub harnesses: BTreeMap<String, Kinds>,
167 pub usd_per_call: Option<(f64, usize)>,
170}
171
172const NOTICE: &str = "want to proceed with this tool use";
173const NOTICE_CHARS: usize = 200;
177
178fn worded_rejection(text: &str) -> Option<String> {
183 let first: String = take(text.trim_start().lines().next().unwrap_or_default(), NOTICE_CHARS);
184 learn::rejection(text).filter(|_| first.contains(NOTICE))
185}
186
187fn human(t: &str) -> bool {
188 t.len() > 3 && !t.starts_with('<') && !t.contains("[Request interrupted")
189}
190
191fn take(s: &str, n: usize) -> String {
192 s.chars().take(n).collect()
193}
194
195fn tail(s: &str, n: usize) -> String {
196 let c: Vec<char> = s.chars().collect();
197 c[c.len().saturating_sub(n)..].iter().collect()
198}
199
200fn text_of(v: &Value) -> String {
201 match v {
202 Value::String(s) => s.clone(),
203 Value::Array(a) => a
204 .iter()
205 .filter(|b| b.get("type").is_none_or(|t| t == "text"))
206 .filter_map(|b| b.get("text").and_then(Value::as_str).or(b.as_str()))
207 .collect::<Vec<_>>()
208 .join("\n"),
209 _ => String::new(),
210 }
211}
212
213type Refused = (String, String, String);
216
217#[derive(Debug, Default, Clone, PartialEq, serde::Serialize, serde::Deserialize)]
222pub struct Carry {
223 #[serde(default)]
224 pub cwd: String,
225 #[serde(default)]
226 pub version: String,
227 #[serde(default)]
228 pub task: (String, String),
229 #[serde(default)]
230 pub said: (String, String),
231 #[serde(default)]
232 pub denied: Option<Refused>,
233 #[serde(default)]
236 pub calls: Vec<(String, Value)>,
237}
238
239const OPEN_CALLS: usize = 64;
243
244#[derive(Default)]
246struct Replay {
247 session: String,
248 cwd: String,
249 harness: &'static str,
252 version: String,
253 answers_only: bool,
256 task: (String, String),
258 said: (String, String),
259 denied: Option<Refused>,
261 out: Vec<Found>,
262 cwds: BTreeSet<String>,
264 calls: Vec<(String, Value)>,
266}
267
268impl Replay {
269 fn resume(session: &str, harness: &'static str, c: Carry) -> Replay {
271 let mut r = Replay {
272 session: session.to_string(),
273 harness,
274 version: c.version,
275 task: c.task,
276 said: c.said,
277 denied: c.denied,
278 calls: c.calls,
279 ..Default::default()
280 };
281 if !c.cwd.is_empty() {
282 r.at(&c.cwd);
283 }
284 r
285 }
286
287 fn carry(&self) -> Carry {
289 let skip = self.calls.len().saturating_sub(OPEN_CALLS);
290 Carry {
291 cwd: self.cwd.clone(),
292 version: self.version.clone(),
293 task: self.task.clone(),
294 said: self.said.clone(),
295 denied: self.denied.clone(),
296 calls: self.calls[skip..].to_vec(),
297 }
298 }
299
300 fn call(&mut self, id: &str, what: Value) {
302 self.calls.retain(|(c, _)| c != id);
303 self.calls.push((id.to_string(), what));
304 }
305
306 fn called(&mut self, id: &str) -> Value {
308 match self.calls.iter().position(|(c, _)| c == id) {
309 Some(i) => self.calls.remove(i).1,
310 None => Value::Null,
311 }
312 }
313
314 fn at(&mut self, cwd: &str) {
315 if self.cwd != cwd {
316 self.cwd = cwd.to_string();
317 self.cwds.insert(self.cwd.clone());
318 }
319 }
320
321 fn episode(&mut self, ms: i64, call: &str, rejected_tool: Option<(String, String)>, correction: String) -> &mut Found {
324 let (rejected_tool, tool_cwd) = match rejected_tool {
325 Some((tool, cwd)) => (Some(tool), cwd),
326 None => (None, self.cwd.clone()),
327 };
328 let episode = Episode {
329 id: learn::transcript_id(&self.session, call, ms),
330 ms,
331 repo: String::new(),
332 session: self.session.clone(),
333 task: self.task.0.clone(),
334 agent: self.said.0.clone(),
335 rejected_tool,
336 correction,
337 harness: self.harness.into(),
338 harness_version: self.version.clone(),
339 ..Episode::default()
340 };
341 self.out.push(Found { cwd: self.cwd.clone(), task_cwd: self.task.1.clone(), agent_cwd: self.said.1.clone(), tool_cwd, episode });
342 self.out.last_mut().expect("just pushed")
343 }
344
345 fn assistant_text(&mut self, t: &str) {
346 if !t.trim().is_empty() {
347 self.said = (tail(t.trim(), learn::PROPOSAL_CHARS), self.cwd.clone());
348 }
349 }
350
351 fn prompt(&mut self, ms: i64, t: &str) {
352 let t = t.trim();
353 if !human(t) || t.starts_with(AGENTS_MD) {
354 return;
355 }
356 if self.answers_only {
357 if !learn::is_correction(t) || self.task.0.is_empty() {
358 self.task = (take(t, learn::TASK_CHARS), self.cwd.clone());
359 }
360 return;
361 }
362 if let Some(reason) = crate::veto::enabled().then(|| crate::veto::reason_in(t)).flatten() {
365 self.denied = None;
366 let f = self.episode(ms, "", None, reason);
367 f.episode.id = format!("no-{}", f.episode.id);
368 f.episode.kind = crate::veto::KIND.into();
369 return;
370 }
371 if let Some((tool, cwd, call)) = self.denied.take() {
372 self.episode(ms, &call, Some((tool, cwd)), take(t, learn::EXCERPT_CHARS));
373 return;
374 }
375 if learn::is_correction(t) && !self.task.0.is_empty() {
376 self.episode(ms, "", None, take(t, learn::EXCERPT_CHARS));
377 } else {
378 self.task = (take(t, learn::TASK_CHARS), self.cwd.clone());
379 }
380 }
381
382 fn tool_result(&mut self, ms: i64, is_error: bool, text: &str, tool: String, call: &str) {
384 if !is_error {
385 self.denied = None; return;
387 }
388 if self.answers_only {
389 return;
390 }
391 if let Some(said) = worded_rejection(text) {
392 let cwd = self.cwd.clone();
393 self.episode(ms, call, Some((tool, cwd)), said);
394 } else if learn::denied(text) {
395 self.denied = Some((tool, self.cwd.clone(), call.to_string()));
396 }
397 }
398
399 fn answer(&mut self, ms: i64, call: &str, asked: &[Asked]) {
404 self.denied = None;
405 let Some(said) = answer_text(asked) else { return };
406 let (proposal, cwd) = (asked_text(asked), self.cwd.clone());
407 let f = self.episode(ms, call, None, said);
408 f.episode.via = learn::ANSWER.into();
409 f.episode.agent = proposal;
410 f.agent_cwd = cwd;
411 }
412}
413
414#[derive(Debug, Default, Clone, PartialEq, Eq)]
418struct Asked {
419 label: String,
421 question: String,
422 options: Vec<String>,
423 chosen: Vec<String>,
425 typed: String,
427 notes: String,
429}
430
431impl Asked {
432 fn pick(&mut self, answer: &str) {
435 let a = answer.trim();
436 let offered = |x: &str| self.options.iter().any(|o| o == x);
437 let parts: Vec<&str> = a.split(", ").collect();
438 if offered(a) {
439 self.chosen.push(a.into());
440 } else if parts.len() > 1 && parts.iter().all(|p| offered(p)) {
441 self.chosen.extend(parts.iter().map(|p| p.to_string()));
442 } else if !a.is_empty() {
443 self.typed = if self.typed.is_empty() { a.to_string() } else { format!("{}\n{a}", self.typed) };
444 }
445 }
446
447 fn answer(&self) -> String {
448 let notes = (!self.notes.trim().is_empty()).then(|| format!("notes: {}", self.notes.trim()));
449 [Some(self.chosen.join(", ")), Some(self.typed.trim().to_string()), notes]
450 .into_iter()
451 .flatten()
452 .filter(|s| !s.is_empty())
453 .collect::<Vec<_>>()
454 .join("; ")
455 }
456}
457
458const ANSWER_OPENINGS: &[&str] = &[
461 "Your questions have been answered:",
462 "The user answered:",
463 "User has answered your questions:",
464 "User selected:",
465 "User provided custom input:",
466 "User answers:",
467];
468const ANSWER_CLOSINGS: &[&str] = &[". You can now continue", ". Read the answers carefully"];
471const AGENTS_MD: &str = "# AGENTS.md";
473
474fn answer_words(text: &str) -> String {
476 let t = text.trim();
477 let t = ANSWER_OPENINGS.iter().find_map(|o| t.strip_prefix(o)).unwrap_or(t);
478 let end = ANSWER_CLOSINGS.iter().filter_map(|c| t.find(c)).min().unwrap_or(t.len());
479 t[..end].trim().to_string()
480}
481
482fn labels(options: &Value) -> Vec<String> {
484 options.as_array().into_iter().flatten().filter_map(|o| o["label"].as_str().or(o.as_str())).map(String::from).collect()
485}
486
487fn s(v: &Value) -> String {
488 v.as_str().unwrap_or_default().to_string()
489}
490
491fn question(q: &Value) -> Asked {
494 let label = q["header"].as_str().or(q["id"].as_str()).unwrap_or_default().to_string();
495 Asked { label, question: s(&q["question"]), options: labels(&q["options"]), ..Asked::default() }
496}
497
498fn or_text(mut asked: Vec<Asked>, text: &str) -> Vec<Asked> {
500 if asked.iter().all(|a| a.answer().is_empty()) {
501 asked.push(Asked { typed: answer_words(text), ..Asked::default() });
502 }
503 asked
504}
505
506fn asked_text(asked: &[Asked]) -> String {
508 let one = |a: &Asked| match a.options.is_empty() {
509 true => a.question.clone(),
510 false => format!("{}\n options: {}", a.question, a.options.join(" | ")),
511 };
512 take(&asked.iter().filter(|a| !a.question.is_empty()).map(one).collect::<Vec<_>>().join("\n"), learn::PROPOSAL_CHARS)
513}
514
515fn answer_text(asked: &[Asked]) -> Option<String> {
518 let answered: Vec<&Asked> = asked.iter().filter(|a| !a.answer().is_empty()).collect();
519 let text = match answered.as_slice() {
520 [] => return None,
521 [one] => one.answer(),
522 many => many.iter().map(|a| format!("{}: {}", if a.label.is_empty() { &a.question } else { &a.label }, a.answer())).collect::<Vec<_>>().join("\n"),
523 };
524 Some(take(&text, learn::EXCERPT_CHARS))
525}
526
527const CLAUDE_ASK: &str = "AskUserQuestion";
529
530fn claude_asked(input: &Value, result: &Value, text: &str) -> Vec<Asked> {
534 let questions = input["questions"].as_array().or(result["questions"].as_array());
535 let asked = questions
536 .into_iter()
537 .flatten()
538 .map(|q| {
539 let mut a = question(q);
540 match &result["answers"][&a.question] {
541 Value::String(x) => a.pick(x),
542 Value::Array(xs) => xs.iter().filter_map(Value::as_str).for_each(|x| a.pick(x)),
543 _ => {}
544 }
545 a.notes = s(&result["annotations"][&a.question]["notes"]);
546 a
547 })
548 .collect();
549 or_text(asked, text)
550}
551
552const OMP_ASK: &str = "ask";
554
555fn omp_asked(details: &Value, text: &str) -> Vec<Asked> {
558 let one = |d: &Value| {
559 let mut a = Asked { label: s(&d["id"]), question: s(&d["question"]), options: labels(&d["options"]), ..Asked::default() };
560 d["selectedOptions"].as_array().into_iter().flatten().filter_map(Value::as_str).for_each(|o| a.pick(o));
561 a.typed = [a.typed.clone(), s(&d["customInput"])].iter().filter(|t| !t.trim().is_empty()).cloned().collect::<Vec<_>>().join("\n");
562 a
563 };
564 let asked = match details["results"].as_array() {
565 Some(rs) => rs.iter().map(one).collect(),
566 None if details["question"].is_string() => vec![one(details)],
567 None => Vec::new(),
568 };
569 or_text(asked, text)
570}
571
572const OC_QUESTION: &str = "question";
574
575fn opencode_asked(state: &Value) -> Vec<Asked> {
578 let answers = state["metadata"]["answers"].as_array().map(Vec::as_slice).unwrap_or_default();
579 let asked = state["input"]["questions"]
580 .as_array()
581 .into_iter()
582 .flatten()
583 .enumerate()
584 .map(|(i, q)| {
585 let mut a = question(q);
586 answers.get(i).and_then(Value::as_array).into_iter().flatten().filter_map(Value::as_str).for_each(|x| a.pick(x));
587 a
588 })
589 .collect();
590 let output = state["output"].as_str().map_or_else(|| text_of(&state["content"]), String::from);
591 or_text(asked, &output)
592}
593
594const CODEX_ASK: &str = "request_user_input";
596
597fn codex_asked(arguments: &Value, output: &Value) -> Vec<Asked> {
602 arguments["questions"]
603 .as_array()
604 .into_iter()
605 .flatten()
606 .map(|q| {
607 let mut a = question(q);
608 let id = q["id"].as_str().unwrap_or_default();
609 output["answers"][id]["answers"].as_array().into_iter().flatten().filter_map(Value::as_str).for_each(|x| a.pick(x));
610 a
611 })
612 .collect()
613}
614
615fn json_in(v: &Value) -> Value {
617 v.as_str().and_then(|t| serde_json::from_str(t).ok()).unwrap_or_else(|| v.clone())
618}
619
620fn tool_text(name: &str, input: &Value) -> String {
621 format!("{name} {}", take(&input.to_string(), learn::EXCERPT_CHARS))
622}
623
624fn lines(path: &Path) -> impl Iterator<Item = Value> {
625 let file = std::fs::File::open(path).ok();
626 file.into_iter().flat_map(|f| BufReader::new(f).lines()).map_while(Result::ok).filter_map(|l| serde_json::from_str::<Value>(&l).ok())
627}
628
629fn ts(v: &Value) -> i64 {
630 v.get("timestamp").and_then(Value::as_str).map_or(0, borg_trace::parse_ts)
631}
632
633pub fn claude_session(path: &Path) -> Vec<Found> {
635 claude_replay(path).out
636}
637
638pub fn claude_lines(session: &str, lines: impl IntoIterator<Item = Value>) -> Vec<Found> {
641 claude_from(session, Carry::default(), lines).out
642}
643
644fn claude_replay(path: &Path) -> Replay {
645 claude_from(&path.file_stem().map(|s| s.to_string_lossy().into_owned()).unwrap_or_default(), Carry::default(), lines(path))
646}
647
648fn claude_from(session: &str, carry: Carry, lines: impl IntoIterator<Item = Value>) -> Replay {
649 let mut r = Replay::resume(session, harness::claude::Claude.name(), carry);
650 for v in lines {
651 if v.get("isSidechain").and_then(Value::as_bool) == Some(true) {
652 return Replay::default();
653 }
654 if let Some(c) = v.get("cwd").and_then(Value::as_str) {
655 r.at(c);
656 }
657 if let Some(version) = v.get("version").and_then(Value::as_str) {
658 r.version = version.to_string();
659 }
660 if v.get("isMeta") == Some(&Value::Bool(true)) || v.get("isCompactSummary") == Some(&Value::Bool(true)) {
661 continue;
662 }
663 let Some(msg) = v.get("message") else { continue };
664 let content = msg.get("content").unwrap_or(&Value::Null);
665 match v.get("type").and_then(Value::as_str) {
666 Some("assistant") => {
667 for b in content.as_array().into_iter().flatten() {
668 match b.get("type").and_then(Value::as_str) {
669 Some("text") => r.assistant_text(b.get("text").and_then(Value::as_str).unwrap_or_default()),
670 Some("tool_use") => r.call(&s(&b["id"]), serde_json::json!({"name": b["name"], "input": b["input"]})),
671 _ => {}
672 }
673 }
674 }
675 Some("user") => {
676 let results: Vec<&Value> =
677 content.as_array().into_iter().flatten().filter(|b| b.get("type").and_then(Value::as_str) == Some("tool_result")).collect();
678 if results.is_empty() {
679 r.prompt(ts(&v), &text_of(content));
680 }
681 for b in results {
682 claude_result(&mut r, &v, b);
683 }
684 }
685 _ => {}
686 }
687 }
688 r
689}
690
691fn claude_result(r: &mut Replay, v: &Value, b: &Value) {
694 let id = b.get("tool_use_id").and_then(Value::as_str).unwrap_or_default();
695 let call = r.called(id);
696 let (name, input) = (s(&call["name"]), call["input"].clone());
697 let is_error = b.get("is_error").and_then(Value::as_bool) == Some(true);
698 let text = text_of(b.get("content").unwrap_or(&Value::Null));
699 let asking = name == CLAUDE_ASK || (name.is_empty() && ANSWER_OPENINGS.iter().any(|o| text.starts_with(o)));
701 if !is_error && asking {
702 r.answer(ts(v), id, &claude_asked(&input, &v["toolUseResult"], &text));
703 } else {
704 let tool = if name.is_empty() { String::new() } else { tool_text(&name, &input) };
705 r.tool_result(ts(v), is_error, &text, tool, id);
706 }
707}
708
709pub fn omp_session(path: &Path) -> Vec<Found> {
711 omp_replay(path).out
712}
713
714pub fn omp_lines(session: &str, lines: impl IntoIterator<Item = Value>) -> Vec<Found> {
717 omp_from(session, Carry::default(), lines).out
718}
719
720fn omp_call(id: &str) -> &str {
722 id.split('|').next().unwrap_or(id)
723}
724
725fn omp_replay(path: &Path) -> Replay {
726 omp_from(&path.file_stem().map(|s| s.to_string_lossy().into_owned()).unwrap_or_default(), Carry::default(), lines(path))
727}
728
729fn omp_from(session: &str, carry: Carry, lines: impl IntoIterator<Item = Value>) -> Replay {
730 let mut r = Replay::resume(session, harness::omp::Omp.name(), carry);
731 for v in lines {
732 if let Some(version) = v["runtime"]["version"].as_str() {
733 r.version = version.to_string();
734 }
735 match v.get("type").and_then(Value::as_str) {
736 Some("session") => {
737 if v.get("parentSession").is_some_and(|p| !p.is_null()) {
738 return Replay::default();
739 }
740 if let Some(c) = v.get("cwd").and_then(Value::as_str) {
741 r.at(c);
742 }
743 if let Some(id) = v.get("id").and_then(Value::as_str) {
744 r.session = id.to_string();
745 }
746 }
747 Some("message") => {
748 let Some(msg) = v.get("message") else { continue };
749 let content = msg.get("content").unwrap_or(&Value::Null);
750 match msg.get("role").and_then(Value::as_str) {
751 Some("user") => r.prompt(ts(&v), &text_of(content)),
752 Some("assistant") => {
753 let blocks = content.as_array().into_iter().flatten();
754 for b in blocks {
755 match b.get("type").and_then(Value::as_str) {
756 Some("text") => r.assistant_text(b.get("text").and_then(Value::as_str).unwrap_or_default()),
757 Some("toolCall") => {
758 let name = b.get("name").and_then(Value::as_str).unwrap_or_default();
759 let id = b.get("id").and_then(Value::as_str).unwrap_or_default();
760 r.call(omp_call(id), Value::String(tool_text(name, b.get("arguments").unwrap_or(&Value::Null))));
761 }
762 _ => {}
763 }
764 }
765 }
766 Some("toolResult") => {
767 let id = omp_call(msg.get("toolCallId").and_then(Value::as_str).unwrap_or_default());
768 let tool = s(&r.called(id));
769 let is_error = msg.get("isError").and_then(Value::as_bool) == Some(true);
770 if !is_error && msg["toolName"] == OMP_ASK {
771 r.answer(ts(&v), id, &omp_asked(&msg["details"], &text_of(content)));
772 } else {
773 r.tool_result(ts(&v), is_error, &text_of(content), tool, id);
774 }
775 }
776 _ => {}
777 }
778 }
779 _ => {}
780 }
781 }
782 r
783}
784
785pub fn codex_session(path: &Path) -> Vec<Found> {
789 codex_replay(path).out
790}
791
792pub fn codex_lines(meta: &Value, records: impl IntoIterator<Item = Value>) -> Vec<Found> {
795 codex_from(meta, Carry::default(), records).out
796}
797
798fn codex_replay(path: &Path) -> Replay {
799 codex::first_meta(path).map(|meta| codex_from(&meta, Carry::default(), codex::records(path))).unwrap_or_default()
800}
801
802fn codex_from(meta: &Value, carry: Carry, records: impl IntoIterator<Item = Value>) -> Replay {
803 if !codex::main_session(meta) {
804 return Replay::default();
805 }
806 let started = carry.cwd.is_empty();
807 let mut r = Replay::resume(&s(&meta["id"]), harness::codex::Codex.name(), carry);
808 (r.version, r.answers_only) = (s(&meta["cli_version"]), true);
809 if started {
810 r.at(meta["cwd"].as_str().unwrap_or_default());
811 }
812 for v in records {
814 let p = &v["payload"];
815 let call = s(&p["call_id"]);
816 match (v["type"].as_str(), p["type"].as_str()) {
817 (Some("turn_context"), _) => {
818 if let Some(c) = p["cwd"].as_str() {
819 r.at(c);
820 }
821 }
822 (Some("response_item"), Some("message")) => {
823 let text = p["content"].as_array().into_iter().flatten().filter_map(|c| c["text"].as_str()).collect::<Vec<_>>().join("\n");
824 match p["role"].as_str() {
825 Some("user") => r.prompt(ts(&v), &text),
826 Some("assistant") => r.assistant_text(&text),
827 _ => {}
828 }
829 }
830 (Some("response_item"), Some("function_call")) if p["name"] == CODEX_ASK => r.call(&call, json_in(&p["arguments"])),
831 (Some("response_item"), Some("function_call_output")) => {
832 let arguments = r.called(&call);
833 if !arguments.is_null() {
834 r.answer(ts(&v), &call, &codex_asked(&arguments, &json_in(&p["output"])));
835 }
836 }
837 _ => {}
838 }
839 }
840 r
841}
842
843fn source_of(h: &dyn harness::Harness) -> Option<Source> {
848 let readers = [
849 (harness::claude::Claude.name(), Source::Claude),
850 (harness::omp::Omp.name(), Source::Omp),
851 (harness::codex::Codex.name(), Source::Codex),
852 (harness::opencode::Opencode.name(), Source::Opencode),
853 ];
854 readers.into_iter().find(|(name, _)| *name == h.name()).map(|(_, s)| s)
855}
856
857pub fn log_lines(h: &dyn harness::Harness, path: &Path, session: &str, carry: Carry, lines: Vec<Value>) -> Option<(Vec<Found>, Carry)> {
861 let r = match source_of(h)? {
862 Source::Claude => claude_from(session, carry, lines),
863 Source::Omp => {
864 let unseated = carry.cwd.is_empty() && lines.first().is_none_or(|v| v["type"] != "session");
868 let record = unseated.then(|| harness::omp::first_line(path)).flatten();
869 omp_from(session, carry, record.into_iter().chain(lines))
870 }
871 Source::Codex => codex_from(&codex::first_meta(path)?, carry, lines),
872 Source::Opencode => return None,
873 };
874 let carry = r.carry();
875 Some((r.out, carry))
876}
877
878pub fn exported(h: &dyn harness::Harness, id: &str, dir: &Path) -> Option<Vec<Found>> {
883 let ok_id = id.starts_with("ses_") && id.chars().all(|c| c.is_ascii_alphanumeric() || c == '_');
884 if source_of(h)? != Source::Opencode || !ok_id {
885 return None;
886 }
887 let v2 = runner::opencode() == runner::Opencode::V2;
888 let export: Value = opencode::cli(v2, None, &opencode::export_args(v2, id), dir).and_then(|o| serde_json::from_slice(&o).ok())?;
889 Some(opencode_session(&export))
890}
891
892pub fn logs(h: &dyn harness::Harness, home: &Path) -> Option<Vec<PathBuf>> {
895 match source_of(h)? {
896 Source::Claude => Some(session_files(&harness::claude::projects(home))),
897 Source::Omp => Some(session_files(&harness::omp::sessions(home))),
898 Source::Codex => Some(codex::rollouts(&codex::sessions(home))),
899 Source::Opencode => None,
900 }
901}
902
903#[derive(Debug, Default, Clone, PartialEq, Eq)]
907pub struct Marks {
908 pub session: String,
909 pub cwd: String,
910 pub rejections: Vec<(i64, String)>,
911 pub answers: Vec<(i64, String)>,
912 pub version: String,
914}
915
916const MARK_WORDS: &[&str] =
919 &["the user said:", "answered", "User selected:", "User provided custom input:", "User answers:", CODEX_ASK, "function_call_output"];
920
921pub fn marks(h: &dyn harness::Harness, path: &Path) -> Option<Marks> {
924 let source = source_of(h)?;
925 let file = std::fs::File::open(path).ok()?;
926 let mut m = Marks { session: path.file_stem().map(|s| s.to_string_lossy().into_owned()).unwrap_or_default(), ..Marks::default() };
927 let mut version = String::new();
928 let mut asking: HashSet<String> = HashSet::new();
930 for (i, line) in BufReader::new(file).lines().map_while(Result::ok).enumerate() {
931 if i > 0 && !m.cwd.is_empty() && !MARK_WORDS.iter().any(|w| line.contains(w)) {
934 continue;
935 }
936 let Ok(v) = serde_json::from_str::<Value>(&line) else { continue };
937 let main = match source {
938 Source::Claude => claude_marks(&v, &mut m, &mut version),
939 Source::Omp => omp_marks(&v, &mut m, &mut version),
940 Source::Codex => codex_marks(&v, &mut m, &mut version, &mut asking),
941 Source::Opencode => false,
942 };
943 if !main {
944 return None;
945 }
946 }
947 m.version = version;
948 Some(m)
949}
950
951fn claude_marks(v: &Value, m: &mut Marks, version: &mut String) -> bool {
953 if v["isSidechain"] == true {
954 return false;
955 }
956 if m.cwd.is_empty() {
957 m.cwd = s(&v["cwd"]);
958 }
959 if let Some(x) = v["version"].as_str() {
960 *version = x.to_string();
961 }
962 let results = v["message"]["content"].as_array().into_iter().flatten().filter(|b| b["type"] == "tool_result");
963 for b in results {
964 let text = text_of(&b["content"]);
965 let at = (ts(v), version.clone());
966 if b["is_error"] == true && worded_rejection(&text).is_some() {
967 m.rejections.push(at);
968 } else if b["is_error"] != true && ANSWER_OPENINGS.iter().any(|o| text.trim_start().starts_with(o)) {
969 m.answers.push(at);
970 }
971 }
972 true
973}
974
975fn omp_marks(v: &Value, m: &mut Marks, version: &mut String) -> bool {
977 if v["type"] == "session" {
978 if v.get("parentSession").is_some_and(|p| !p.is_null()) {
979 return false;
980 }
981 (m.session, m.cwd) = (s(&v["id"]), s(&v["cwd"]));
982 }
983 if let Some(x) = v["runtime"]["version"].as_str() {
984 *version = x.to_string();
985 }
986 let msg = &v["message"];
987 let text = text_of(&msg["content"]);
988 if msg["role"] == "toolResult" && msg["toolName"] == OMP_ASK && msg["isError"] != true && ANSWER_OPENINGS.iter().any(|o| text.starts_with(o)) {
989 m.answers.push((ts(v), version.clone()));
990 }
991 true
992}
993
994fn codex_marks(v: &Value, m: &mut Marks, version: &mut String, asking: &mut HashSet<String>) -> bool {
997 let p = &v["payload"];
998 if v["type"] == "session_meta" {
999 if !codex::main_session(p) {
1000 return false;
1001 }
1002 (m.session, m.cwd, *version) = (s(&p["id"]), s(&p["cwd"]), s(&p["cli_version"]));
1003 }
1004 match p["type"].as_str() {
1005 Some("function_call") if p["name"] == CODEX_ASK => {
1006 asking.insert(s(&p["call_id"]));
1007 }
1008 Some("function_call_output") if asking.remove(p["call_id"].as_str().unwrap_or_default()) => m.answers.push((ts(v), version.clone())),
1009 _ => {}
1010 }
1011 true
1012}
1013
1014const OC_REJECTED: &str = "The user rejected permission to use this specific tool call.";
1022const OC_FEEDBACK: &str = "The user rejected permission to use this specific tool call with the following feedback:";
1024const OC_DECLINED: &str = "The user declined this tool call";
1026const OC_AUTO_REJECTED: &str = "This non-interactive run cannot ask the user for permission, so the request was rejected. Continue without this action.";
1029const DENIED: &str = "The user doesn't want to proceed with this tool use.";
1031
1032fn canonical(kind: Option<&str>, message: &str) -> String {
1037 let m = message.trim();
1038 let said = |words: &str| {
1039 format!("The user doesn't want to proceed with this tool use. The tool use was rejected. To tell you how to proceed, the user said:\n{words}")
1040 };
1041 match kind {
1042 None if m == OC_REJECTED => DENIED.into(),
1043 None => m.strip_prefix(OC_FEEDBACK).map_or_else(|| m.to_string(), |w| said(w.trim())),
1044 Some("aborted") if m == OC_DECLINED => DENIED.into(),
1045 Some("permission.rejected") if m == OC_AUTO_REJECTED => m.into(),
1046 Some("permission.rejected") if m.is_empty() => DENIED.into(),
1047 Some("permission.rejected") => said(m),
1048 _ => m.into(),
1049 }
1050}
1051
1052fn unquote(t: &str) -> Cow<'_, str> {
1056 let Some(inner) = t.trim().strip_prefix('"').and_then(|s| s.strip_suffix('"')) else { return t.into() };
1057 if inner.match_indices('"').any(|(i, _)| !inner[..i].ends_with('\\')) {
1058 return t.into();
1059 }
1060 inner.replace("\\\"", "\"").into()
1061}
1062
1063#[derive(Debug, PartialEq)]
1065enum Step {
1066 Prompt(i64, String),
1067 Said(String),
1068 Tool(i64, Option<String>, String, String),
1070 Answer(i64, String, Vec<Asked>),
1072}
1073
1074fn tool_step(ms: i64, id: &Value, name: &Value, state: &Value) -> Option<Step> {
1080 let (name, id) = (name.as_str().unwrap_or_default(), s(id));
1081 let tool = tool_text(name, &state["input"]);
1082 let (kind, message) = match &state["error"] {
1083 Value::String(s) => (None, s.as_str()),
1084 e => (e["type"].as_str(), e["message"].as_str().unwrap_or_default()),
1085 };
1086 match state["status"].as_str() {
1087 Some("completed") if name == OC_QUESTION => Some(Step::Answer(ms, id, opencode_asked(state))),
1088 Some("completed") => Some(Step::Tool(ms, None, tool, id)),
1089 Some("error") => Some(Step::Tool(ms, Some(canonical(kind, message)), tool, id)),
1090 _ => None,
1091 }
1092}
1093
1094fn opencode_steps(m: &Value) -> Vec<Step> {
1103 let spoken = |p: &&Value| p["type"] == "text" && p["synthetic"] != true && p["ignored"] != true;
1104 let text = |p: &Value| p["text"].as_str().unwrap_or_default().to_string();
1105 if let Some(info) = m.get("info") {
1106 let ms = info["time"]["created"].as_i64().unwrap_or(0);
1107 let parts = m["parts"].as_array().map(Vec::as_slice).unwrap_or_default();
1108 let error = |p: &Value| p["state"]["error"].as_str().unwrap_or_default().trim().to_string();
1109 let worded = parts.iter().any(|p| error(p).starts_with(OC_FEEDBACK));
1110 return match info["role"].as_str() {
1111 Some("user") if !parts.iter().any(|p| p["metadata"]["borg"] == true) => {
1112 vec![Step::Prompt(ms, parts.iter().filter(spoken).map(text).collect::<Vec<_>>().join("\n"))]
1113 }
1114 Some("assistant") => by_completion(
1115 parts
1116 .iter()
1117 .filter_map(|p| match p["type"].as_str() {
1118 Some("tool") if worded && error(p) == OC_REJECTED => None,
1119 Some("tool") => tool_step(p["state"]["time"]["end"].as_i64().unwrap_or(ms), &p["id"], &p["tool"], &p["state"]),
1120 _ => spoken(&p).then(|| Step::Said(text(p))),
1121 })
1122 .collect(),
1123 ),
1124 _ => Vec::new(),
1125 };
1126 }
1127 let ms = m["time"]["created"].as_i64().unwrap_or(0);
1128 match m["type"].as_str() {
1129 Some("user") if m["metadata"]["borg"] != true => vec![Step::Prompt(ms, text(m))],
1130 Some("assistant") => by_completion(
1131 m["content"]
1132 .as_array()
1133 .into_iter()
1134 .flatten()
1135 .filter_map(|c| match c["type"].as_str() {
1136 Some("text") => Some(Step::Said(text(c))),
1137 Some("tool") => tool_step(c["time"]["completed"].as_i64().unwrap_or(ms), &c["id"], &c["name"], &c["state"]),
1138 _ => None,
1139 })
1140 .collect(),
1141 ),
1142 _ => Vec::new(),
1143 }
1144}
1145
1146fn by_completion(mut steps: Vec<Step>) -> Vec<Step> {
1151 for run in steps.split_mut(|s| matches!(s, Step::Said(_))) {
1152 run.sort_by_key(|s| match s {
1153 Step::Tool(ms, ..) | Step::Answer(ms, ..) => *ms,
1154 _ => 0,
1155 });
1156 }
1157 steps
1158}
1159
1160fn engineers_session(export: &Value) -> bool {
1163 let info = &export["info"];
1164 info.is_object() && info.get("parentID").is_none_or(Value::is_null) && info["title"] != runner::OPENCODE_TITLE
1165}
1166
1167pub fn opencode_session(export: &Value) -> Vec<Found> {
1172 if !engineers_session(export) {
1173 return Vec::new();
1174 }
1175 let info = &export["info"];
1176 let mut r = Replay { session: s(&info["id"]), harness: harness::opencode::Opencode.name(), version: s(&info["version"]), ..Default::default() };
1178 r.at(info["directory"].as_str().or(info["location"]["directory"].as_str()).unwrap_or_default());
1179 for step in export["messages"].as_array().into_iter().flatten().flat_map(opencode_steps) {
1180 match step {
1181 Step::Prompt(ms, t) => r.prompt(ms, &unquote(&t)),
1182 Step::Said(t) => r.assistant_text(&t),
1183 Step::Tool(ms, error, tool, id) => r.tool_result(ms, error.is_some(), error.as_deref().unwrap_or_default(), tool, &id),
1184 Step::Answer(ms, id, asked) => r.answer(ms, &id, &asked),
1185 }
1186 }
1187 r.out
1188}
1189
1190pub type Exec<'a> = &'a dyn Fn(&[String], &Path) -> Option<Vec<u8>>;
1192
1193fn strings(xs: &[&str]) -> Vec<String> {
1194 xs.iter().map(|x| x.to_string()).collect()
1195}
1196
1197fn db_args(since: Option<i64>) -> Vec<String> {
1199 let since = since.map(|ms| format!(" AND time_updated >= {ms}")).unwrap_or_default();
1200 let title = runner::OPENCODE_TITLE.replace('\'', "''");
1201 let sql = format!("SELECT id FROM session WHERE parent_id IS NULL AND title != '{title}'{since} ORDER BY time_created");
1202 let mut a = strings(&["db", "--pure", "--format", "json"]);
1203 a.push(sql);
1204 a
1205}
1206
1207fn list_args(v2: bool) -> Vec<String> {
1210 strings(&["session", "list", if v2 { "--standalone" } else { "--pure" }, "--format", "json", "-n", "100000"])
1211}
1212
1213fn ids_of(out: &[u8], since: Option<i64>) -> Option<Vec<String>> {
1216 let rows: Vec<Value> = serde_json::from_slice(out).ok()?;
1217 let recent = |r: &Value| since.is_none_or(|s| r["updated"].as_i64().is_none_or(|u| u >= s));
1218 Some(rows.iter().filter(|r| r["title"] != runner::OPENCODE_TITLE && recent(r)).filter_map(|r| Some(r["id"].as_str()?.to_string())).collect())
1219}
1220
1221fn collective_dirs(cfg: Option<&Config>) -> BTreeSet<PathBuf> {
1226 cfg.into_iter().flat_map(|c| &c.collectives).flat_map(|c| &c.paths).flat_map(|p| with_repos(collective::expand(p))).collect()
1227}
1228
1229fn with_repos(dir: PathBuf) -> Vec<PathBuf> {
1230 let repo = |d: &Path| d.join(".git").exists();
1231 let subdirs = |d: &Path| -> Vec<PathBuf> { std::fs::read_dir(d).into_iter().flatten().flatten().map(|e| e.path()).filter(|p| p.is_dir()).collect() };
1232 let mut out = Vec::new();
1233 if !dir.ancestors().any(repo) {
1234 for child in subdirs(&dir) {
1235 match repo(&child) {
1236 true => out.push(child),
1237 false => out.extend(subdirs(&child).into_iter().filter(|g| repo(g))),
1238 }
1239 }
1240 }
1241 out.push(dir);
1242 out
1243}
1244
1245fn projects(dirs: &BTreeSet<PathBuf>) -> Vec<PathBuf> {
1248 let root = |d: &Path| d.ancestors().find(|a| a.join(".git").exists()).unwrap_or(d).to_path_buf();
1249 dirs.iter().filter(|d| d.is_dir()).map(|d| root(d)).collect::<BTreeSet<_>>().into_iter().collect()
1250}
1251
1252fn cli_sessions(v2: bool, since: Option<i64>, only: Option<&str>, known: &BTreeSet<PathBuf>, exec: Exec, each: &mut dyn FnMut(&Value)) {
1265 let tmp = std::env::temp_dir();
1266 if v2 {
1267 eprintln!(
1268 "borg assimilate: opencode 2 lists sessions per known project only, and never the ones it migrated from 1.x (export those with a 1.x opencode into a directory and pass --opencode DIR)"
1269 );
1270 }
1271 let queried = if v2 { None } else { exec(&db_args(since), &tmp).and_then(|o| ids_of(&o, since)) };
1272 let mut listed: Vec<(String, PathBuf)> = match queried {
1273 Some(ids) => ids.into_iter().map(|id| (id, tmp.clone())).collect(),
1274 None => {
1275 if !v2 {
1276 eprintln!("borg assimilate: `opencode db` failed; reading the opencode sessions of known projects only");
1277 }
1278 let mut seen = HashSet::new();
1279 let mut out = Vec::new();
1280 for dir in projects(known) {
1281 for id in exec(&list_args(v2), &dir).and_then(|o| ids_of(&o, since)).unwrap_or_default() {
1282 if seen.insert(id.clone()) {
1283 out.push((id, dir.clone()));
1284 }
1285 }
1286 }
1287 out
1288 }
1289 };
1290 listed.retain(|(id, _)| only.is_none_or(|s| s == id));
1291 if !listed.is_empty() {
1292 eprintln!("borg assimilate: exporting {} opencode sessions", listed.len());
1293 }
1294 for (id, dir) in listed {
1295 if let Some(v) = exec(&opencode::export_args(v2, &id), &dir).and_then(|o| serde_json::from_slice::<Value>(&o).ok()) {
1296 each(&v);
1297 }
1298 }
1299}
1300
1301fn dir_sessions(dir: &Path, each: &mut dyn FnMut(&Value)) {
1303 let mut files: Vec<PathBuf> =
1304 std::fs::read_dir(dir).into_iter().flatten().flatten().map(|e| e.path()).filter(|p| p.extension().is_some_and(|x| x == "json")).collect();
1305 files.sort();
1306 for f in files {
1307 if let Some(v) = std::fs::read(&f).ok().and_then(|b| serde_json::from_slice::<Value>(&b).ok()) {
1308 each(&v);
1309 }
1310 }
1311}
1312
1313fn session_files(root: &Path) -> Vec<PathBuf> {
1315 let mut out = Vec::new();
1316 for slug in std::fs::read_dir(root).into_iter().flatten().flatten() {
1317 if !slug.file_type().is_ok_and(|t| t.is_dir()) {
1318 continue;
1319 }
1320 for f in std::fs::read_dir(slug.path()).into_iter().flatten().flatten() {
1321 let p = f.path();
1322 if f.file_type().is_ok_and(|t| t.is_file()) && p.extension().is_some_and(|x| x == "jsonl") {
1323 out.push(p);
1324 }
1325 }
1326 }
1327 out.sort();
1328 out
1329}
1330
1331pub fn skip_words() -> Vec<String> {
1334 std::env::var("BORG_ASSIMILATE_SKIP").unwrap_or_default().split(',').map(|w| w.trim().to_lowercase()).filter(|w| !w.is_empty()).collect()
1335}
1336
1337pub fn mentions(text: &str, words: &[String]) -> bool {
1339 !words.is_empty() && {
1340 let t = text.to_lowercase();
1341 words.iter().any(|w| t.contains(w.as_str()))
1342 }
1343}
1344
1345fn obsolete(f: &Found, words: &[String]) -> bool {
1346 let e = &f.episode;
1347 [&f.cwd, &f.task_cwd, &f.agent_cwd, &f.tool_cwd, &e.task, &e.agent, &e.correction, e.rejected_tool.as_deref().unwrap_or_default()]
1348 .iter()
1349 .any(|s| mentions(s, words))
1350}
1351
1352fn read_jsonl<T: for<'de> serde::Deserialize<'de>>(path: &Path) -> Vec<T> {
1353 std::fs::read_to_string(path).unwrap_or_default().lines().filter_map(|l| serde_json::from_str(l).ok()).collect()
1354}
1355
1356fn waiting(home: &Path) -> usize {
1358 let done: HashSet<String> = learn::lessons(&home.join("lessons.jsonl")).into_iter().flat_map(|l: Lesson| l.episodes).collect();
1359 let skipped: HashSet<String> = std::fs::read_to_string(home.join("episodes-not-lessons.txt")).unwrap_or_default().lines().map(str::to_string).collect();
1360 read_jsonl::<Episode>(&home.join("episodes.jsonl")).iter().filter(|e| !done.contains(&e.id) && !skipped.contains(&e.id)).count()
1361}
1362
1363fn repo_of(cwd: &str) -> String {
1364 borg_trace::repo_key(cwd).rsplit('/').next().unwrap_or_default().to_string()
1365}
1366
1367pub fn run(opts: &Options, cfg: Option<&Config>, base: &Path, ask: &dyn Fn(&str) -> Option<Value>) -> Report {
1370 let mut report = Report::default();
1371 let mut found: Vec<Found> = Vec::new();
1372 let mut known = collective_dirs(cfg);
1374 let maybe = |f: &PathBuf| opts.session.as_deref().is_none_or(|s| f.file_name().is_some_and(|n| n.to_string_lossy().contains(s)));
1377 for (root, source) in [(&opts.claude, Source::Claude), (&opts.omp, Source::Omp), (&opts.codex, Source::Codex)] {
1378 let Some(root) = root else { continue };
1379 let files = if source == Source::Codex { codex::rollouts(root) } else { session_files(root) };
1380 for f in files.into_iter().filter(maybe) {
1381 let (r, n) = match source {
1382 Source::Claude => (claude_replay(&f), &mut report.claude),
1383 Source::Omp => (omp_replay(&f), &mut report.omp),
1384 _ => (codex_replay(&f), &mut report.codex),
1385 };
1386 *n += usize::from(source != Source::Codex || !r.session.is_empty());
1388 known.extend(r.cwds.iter().map(PathBuf::from));
1389 found.extend(r.out);
1390 }
1391 }
1392 if let Some(from) = &opts.opencode {
1393 let mut n = 0;
1394 let mut each = |v: &Value| {
1395 if engineers_session(v) && opts.session.as_deref().is_none_or(|s| v["info"]["id"] == s) {
1396 n += 1;
1397 found.extend(opencode_session(v));
1398 }
1399 };
1400 match from {
1401 OpencodeFrom::Dir(d) => dir_sessions(d, &mut each),
1402 OpencodeFrom::Cli => {
1403 let v2 = runner::opencode() == runner::Opencode::V2;
1404 cli_sessions(v2, opts.since, opts.session.as_deref(), &known, &|a, d| opencode::cli(v2, None, a, d), &mut each)
1405 }
1406 }
1407 report.opencode = Some(n);
1408 }
1409 report.scanned = report.claude + report.omp + report.opencode.unwrap_or(0) + report.codex;
1410 let wanted = |f: &Found| opts.session.as_deref().is_none_or(|s| f.episode.session == s);
1411 found.retain(|f| !obsolete(f, &opts.skip) && opts.since.is_none_or(|s| f.episode.ms >= s) && wanted(f));
1412 found.sort_by_key(|f| f.episode.ms);
1413
1414 let mut by: BTreeMap<String, (PathBuf, bool, Vec<Found>)> = BTreeMap::new();
1416 let mut off_sessions = HashSet::new();
1417 for f in found {
1418 let session = f.episode.session.clone();
1419 match place(cfg, base, f) {
1420 None => {
1421 report.off_episodes += 1;
1422 off_sessions.insert(session);
1423 }
1424 Some(p) => by.entry(p.name).or_insert_with(|| (p.home, p.may_sync, Vec::new())).2.push(p.found),
1425 }
1426 }
1427 report.off_sessions = off_sessions.len();
1428
1429 let mut tallies: BTreeMap<String, (Tally, Vec<Found>)> = BTreeMap::new();
1431 for (name, (home, may_sync, eps)) in by {
1432 let mut known = learn::Known::read(&home);
1433 let mut t = Tally { home, may_sync, ..Default::default() };
1434 let mut fresh = Vec::new();
1435 for f in eps {
1436 if known.holds(&f.episode) {
1437 t.known += 1;
1438 report.harnesses.entry(f.episode.harness.clone()).or_default().known += 1;
1439 continue;
1440 }
1441 known.add(&f.episode);
1442 fresh.push(f);
1443 }
1444 tallies.insert(name, (t, fresh));
1445 }
1446
1447 if let Some(n) = opts.limit {
1449 let mut newest: Vec<(i64, String, usize)> =
1450 tallies.iter().flat_map(|(name, (_, fresh))| fresh.iter().enumerate().map(move |(i, f)| (f.episode.ms, name.clone(), i))).collect();
1451 newest.sort_by_key(|(ms, ..)| std::cmp::Reverse(*ms));
1452 let keep: HashSet<(String, usize)> = newest.into_iter().take(n).map(|(_, name, i)| (name, i)).collect();
1453 for (name, (_, fresh)) in tallies.iter_mut() {
1454 let mut i = 0;
1455 fresh.retain(|_| {
1456 i += 1;
1457 keep.contains(&(name.clone(), i - 1))
1458 });
1459 }
1460 }
1461
1462 let mut new: Vec<&Episode> = tallies.values().flat_map(|(_, fresh)| fresh).map(|f| &f.episode).collect();
1463 new.sort_by_key(|e| e.ms);
1464 for e in new {
1465 let k = report.harnesses.entry(e.harness.clone()).or_default();
1466 *(if e.via == learn::ANSWER {
1467 &mut k.answers
1468 } else if e.rejected_tool.is_some() {
1469 &mut k.rejections
1470 } else {
1471 &mut k.prompts
1472 }) += 1;
1473 if !e.harness_version.is_empty() {
1474 k.version.clone_from(&e.harness_version);
1475 }
1476 }
1477 report.usd_per_call = learn_cost(base);
1478
1479 let mut engineers: HashMap<String, String> = HashMap::new();
1480 for (name, (mut t, fresh)) in tallies {
1481 t.sessions = fresh.iter().map(|f| &f.episode.session).collect::<HashSet<_>>().len();
1482 t.episodes = fresh.len();
1483 t.calls = fresh.len() + waiting(&t.home);
1484 if opts.apply {
1485 match learn::record_new_in(&t.home, fresh, |f| complete(f, &mut engineers)) {
1488 Ok(appended) => {
1489 appended.iter().for_each(|f| count_veto(&t.home, &f.episode));
1490 t.known += t.episodes - appended.len();
1491 t.episodes = appended.len();
1492 t.calls = waiting(&t.home);
1495 }
1496 Err(_) => eprintln!("borg assimilate: cannot write {}", t.home.join("episodes.jsonl").display()),
1497 }
1498 eprintln!("learning {name}: one model call per episode, in order (each sees the lessons before it)");
1499 (t.new_lessons, t.merged, t.pending) = learn::learn_in_reporting(&t.home, None, ask, learn::learning(), learn::now_ms(), &mut learn::print_step);
1500 crate::vectors::refresh(&t.home.join("lessons.jsonl"));
1501 }
1502 report.collectives.insert(name, t);
1503 }
1504 report
1505}
1506
1507fn learn_cost(base: &Path) -> Option<(f64, usize)> {
1512 let costs: Vec<f64> = crate::stats::live(base)
1513 .into_iter()
1514 .filter(|e| e.kind == crate::stats::MODEL_CALL && (e.why == "learn" || e.why == "assimilate") && e.usd > 0.0)
1515 .map(|e| e.usd)
1516 .collect();
1517 (!costs.is_empty()).then(|| (costs.iter().sum::<f64>() / costs.len() as f64, costs.len()))
1518}
1519
1520pub struct Placed {
1522 pub name: String,
1523 pub home: PathBuf,
1524 pub may_sync: bool,
1525 pub found: Found,
1526}
1527
1528pub fn place(cfg: Option<&Config>, base: &Path, mut f: Found) -> Option<Placed> {
1532 let r = collective::route(cfg, &f.cwd, base);
1533 let may_sync = collective::may_sync(&r);
1534 let Route::Collective { name, home, .. } = r else { return None };
1535 let elsewhere = |cwd: &str| !matches!(collective::route(cfg, cwd, base), Route::Collective { name: n, .. } if n == name);
1536 if elsewhere(&f.task_cwd) {
1537 f.episode.task.clear();
1538 }
1539 if elsewhere(&f.agent_cwd) {
1540 f.episode.agent.clear();
1541 }
1542 if elsewhere(&f.tool_cwd) {
1543 f.episode.rejected_tool = None;
1544 }
1545 Some(Placed { name, home, may_sync, found: f })
1546}
1547
1548pub fn complete(f: &mut Found, engineers: &mut HashMap<String, String>) {
1551 f.episode.repo = repo_of(&f.cwd);
1552 f.episode.engineer = engineers.entry(f.cwd.clone()).or_insert_with(|| learn::engineer(&f.cwd)).clone();
1553}
1554
1555pub fn count_veto(store: &Path, e: &Episode) {
1559 if e.kind == crate::veto::KIND {
1560 crate::stats::count(store, crate::stats::VETO, &e.session, |ev| {
1561 ev.ms = e.ms;
1562 ev.engineer.clone_from(&e.engineer);
1563 ev.repo.clone_from(&e.repo);
1564 ev.why = "prompt".into();
1565 ev.text = crate::stats::excerpt(&e.correction, crate::stats::FEED_CHARS);
1566 });
1567 }
1568}
1569
1570pub fn render(r: &Report, apply: bool) -> String {
1571 let mut s = format!("{} sessions scanned{}\n", r.scanned, if apply { "" } else { " (dry run: nothing written; --apply to assimilate)" });
1572 let opencode = r.opencode.map_or("opencode not installed".to_string(), |n| format!("opencode {n}"));
1574 s.push_str(&format!("sources: claude {} sessions, omp {}, {opencode}, codex {}\n", r.claude, r.omp, r.codex));
1575 for (h, k) in &r.harnesses {
1576 let version = if k.version.is_empty() { String::new() } else { format!(" {}", k.version) };
1577 s.push_str(&format!("{h}{version}: {} rejections, {} answers, {} prompts new; {} already present\n", k.rejections, k.answers, k.prompts, k.known));
1578 }
1579 for (name, t) in &r.collectives {
1580 let sync = if t.may_sync { "team" } else { "local, never syncs" };
1581 s.push_str(&format!("{name} ({sync}) {}: {} new episodes from {} sessions, {} already known", t.home.display(), t.episodes, t.sessions, t.known));
1582 if apply {
1583 s.push_str(&format!("; {} new lessons, {} merged", t.new_lessons, t.merged));
1584 if t.pending > 0 {
1585 s.push_str(&format!("; {} still pending (model unavailable), re-run to retry", t.pending));
1586 }
1587 s.push('\n');
1588 } else {
1589 s.push_str(&format!("; ~{} model calls to learn\n", t.calls));
1590 }
1591 }
1592 s.push_str(&format!("off: {} episodes in {} sessions skipped (not stored)\n", r.off_episodes, r.off_sessions));
1593 if !apply {
1594 let calls: usize = r.collectives.values().map(|t| t.calls).sum();
1596 s.push_str(&match r.usd_per_call {
1597 Some((usd, n)) => {
1598 format!("learn cost: ~{calls} model calls x ${usd:.3} (the mean of this machine's last {n} learn calls) = ~${:.2}\n", usd * calls as f64)
1599 }
1600 None => format!("learn cost: ~{calls} model calls; unknown per call (no learn call with a reported cost on this machine yet)\n"),
1601 });
1602 s.push_str("Dry run: nothing was written. Run `borg assimilate --apply` to learn these episodes.\n");
1604 }
1605 s
1606}
1607
1608fn parse_date(d: &str) -> Option<i64> {
1610 let full = if d.len() == 10 { format!("{d}T00:00:00Z") } else { d.to_string() };
1611 let ms = borg_trace::parse_ts(&full);
1612 (ms > 0).then_some(ms)
1613}
1614
1615const USAGE: &str =
1616 "usage: borg assimilate [--apply] [--claude DIR] [--omp DIR] [--codex DIR] [--opencode DIR] [--since YYYY-MM-DD] [--limit N] [--session ID]";
1617
1618pub fn main(args: &[&str], ask: &dyn Fn(&str) -> Option<Value>) -> i32 {
1623 let flag = |f: &str| args.iter().position(|a| *a == f).and_then(|i| args.get(i + 1)).copied();
1624 let home = PathBuf::from(std::env::var("HOME").unwrap_or_default());
1625 let dir = |f: &str, default: PathBuf| Some(flag(f).map_or(default, PathBuf::from));
1626 let since = match flag("--since").map(parse_date) {
1627 Some(None) => {
1628 eprintln!("borg assimilate: --since wants YYYY-MM-DD\n{USAGE}");
1629 return 2;
1630 }
1631 s => s.flatten(),
1632 };
1633 let limit = match flag("--limit").map(str::parse::<usize>) {
1634 Some(Err(_)) => {
1635 eprintln!("borg assimilate: --limit wants a number\n{USAGE}");
1636 return 2;
1637 }
1638 l => l.and_then(Result::ok),
1639 };
1640 let opts = Options {
1641 claude: dir("--claude", harness::claude::projects(&home)),
1642 omp: dir("--omp", harness::omp::sessions(&home)),
1643 opencode: flag("--opencode").map(|d| OpencodeFrom::Dir(d.into())).or_else(|| runner::on_path("opencode").then_some(OpencodeFrom::Cli)),
1644 codex: dir("--codex", codex::sessions(&home)),
1645 session: flag("--session").map(String::from),
1646 since,
1647 limit,
1648 apply: args.contains(&"--apply"),
1649 skip: skip_words(),
1650 };
1651 let cfg = match collective::load() {
1653 Ok(c) => c,
1654 Err(e) => {
1655 eprintln!("borg assimilate: invalid collectives config ({e}): every repo is off, nothing to assimilate");
1656 return 1;
1657 }
1658 };
1659 let report = run(&opts, cfg.as_ref(), &learn::home(), ask);
1660 print!("{}", render(&report, opts.apply));
1661 0
1662}
1663
1664#[cfg(test)]
1665mod tests {
1666 use super::*;
1667 use serde_json::json;
1668
1669 fn temp(name: &str) -> PathBuf {
1670 let d = std::env::temp_dir().join(format!("borg-assimilate-{name}-{}", std::process::id()));
1671 let _ = std::fs::remove_dir_all(&d);
1672 std::fs::create_dir_all(&d).unwrap();
1673 d
1674 }
1675
1676 fn write(path: &Path, rows: &[Value]) {
1677 std::fs::create_dir_all(path.parent().unwrap()).unwrap();
1678 std::fs::write(path, rows.iter().map(|r| r.to_string() + "\n").collect::<String>()).unwrap();
1679 }
1680
1681 fn user(cwd: &str, t: &str, text: &str) -> Value {
1682 json!({"type": "user", "cwd": cwd, "timestamp": t, "message": {"role": "user", "content": text}})
1683 }
1684
1685 fn says(cwd: &str, t: &str, text: &str) -> Value {
1686 json!({"type": "assistant", "cwd": cwd, "timestamp": t, "message": {"content": [{"type": "text", "text": text}]}})
1687 }
1688
1689 fn tool_use(cwd: &str, t: &str, id: &str) -> Value {
1690 json!({"type": "assistant", "cwd": cwd, "timestamp": t,
1691 "message": {"content": [{"type": "tool_use", "id": id, "name": "Bash", "input": {"command": "rm -rf build"}}]}})
1692 }
1693
1694 fn result(cwd: &str, t: &str, id: &str, is_error: bool, text: &str) -> Value {
1695 json!({"type": "user", "cwd": cwd, "timestamp": t,
1696 "message": {"content": [{"type": "tool_result", "tool_use_id": id, "is_error": is_error, "content": text}]}})
1697 }
1698
1699 fn ask(p: &str) -> Option<Value> {
1701 let c = p.split("## Engineer's correction\n").nth(1)?.lines().next()?.to_string();
1702 Some(json!({"is_lesson": true, "question": format!("Q {c}"), "situations": [], "consequence": "c", "same_as": ""}))
1703 }
1704
1705 const CFG: &str = r#"{ "default": "off", "off": ["/w/secret"],
1706 "collectives": [ { "name": "corp", "paths": ["/w/corp"] }, { "name": "mine", "paths": ["/w/mine"], "share": "local" } ] }"#;
1707
1708 fn fixture(root: &Path) -> (PathBuf, PathBuf) {
1711 let (claude, omp) = (root.join("claude"), root.join("omp"));
1712 let c = "/w/corp/app";
1713 write(
1714 &claude.join("-w-corp-app/s-corp-1.jsonl"),
1715 &[
1716 user(c, "2026-09-01T10:00:00.000Z", "add a retry to the relay"),
1717 says(c, "2026-09-01T10:00:05.000Z", "I'll wrap delivery in a ReentrantLock."),
1718 user(c, "2026-09-01T10:01:00.000Z", "no, check the TOCTOU on the closed flag first"),
1719 tool_use(c, "2026-09-01T10:02:00.000Z", "t1"),
1720 result(
1722 c,
1723 "2026-09-01T10:02:01.000Z",
1724 "t1",
1725 true,
1726 "Exit code 1\nold log: The user doesn't want to proceed with this tool use. the user said: never touch prod",
1727 ),
1728 tool_use(c, "2026-09-01T10:03:00.000Z", "t2"),
1729 result(c, "2026-09-01T10:03:01.000Z", "t2", false, "The user doesn't want to proceed with this tool use. the user said: use the staging db"),
1730 ],
1731 );
1732 let m = "/w/mine/notes";
1733 write(
1734 &claude.join("-w-mine-notes/s-mine-1.jsonl"),
1735 &[
1736 user(m, "2026-09-02T09:00:00.000Z", "clean the build"),
1737 says(m, "2026-09-02T09:00:01.000Z", "Removing build/."),
1738 tool_use(m, "2026-09-02T09:00:02.000Z", "t1"),
1739 result(
1740 m,
1741 "2026-09-02T09:00:03.000Z",
1742 "t1",
1743 true,
1744 "The user doesn't want to proceed with this tool use. The tool use was rejected. the user said:\nkeep the cache dir\nNote: The user's next message may contain a correction",
1745 ),
1746 ],
1747 );
1748 let s = "/w/secret/diary";
1749 write(
1750 &claude.join("-w-secret-diary/s-off-1.jsonl"),
1751 &[
1752 user(s, "2026-09-03T09:00:00.000Z", "summarise the week"),
1753 says(s, "2026-09-03T09:00:01.000Z", "Here is a summary."),
1754 user(s, "2026-09-03T09:01:00.000Z", "no, don't mention the doctor"),
1755 ],
1756 );
1757 write(
1759 &claude.join("-w-corp-app/s-corp-1/subagents/a.jsonl"),
1760 &[user(c, "2026-09-01T10:00:00.000Z", "task"), user(c, "2026-09-01T10:00:09.000Z", "no, wrong file")],
1761 );
1762 write(
1764 &omp.join("-w-corp-svc/2026-09-04_x.jsonl"),
1765 &[
1766 json!({"type": "session", "id": "omp-sess-1", "cwd": "/w/corp/svc", "timestamp": "2026-09-04T08:00:00.000Z"}),
1767 json!({"type": "message", "timestamp": "2026-09-04T08:00:01.000Z", "message": {"role": "user", "content": [{"type": "text", "text": "bump the dependency"}]}}),
1768 json!({"type": "message", "timestamp": "2026-09-04T08:00:02.000Z", "message": {"role": "assistant", "content": [
1769 {"type": "text", "text": "Running cargo update."}, {"type": "toolCall", "id": "c1", "name": "bash", "arguments": {"command": "cargo update"}}]}}),
1770 json!({"type": "message", "timestamp": "2026-09-04T08:00:03.000Z", "message": {"role": "toolResult", "toolCallId": "c1", "isError": true,
1771 "content": [{"type": "text", "text": "Tool call denied by user: bash"}]}}),
1772 json!({"type": "message", "timestamp": "2026-09-04T08:00:09.000Z", "message": {"role": "user", "content": [{"type": "text", "text": "only the one crate, pin the rest"}]}}),
1773 json!({"type": "message", "timestamp": "2026-09-04T08:01:00.000Z", "message": {"role": "user", "content": [{"type": "text", "text": "no, the OldProject client too"}]}}),
1774 ],
1775 );
1776 (claude, omp)
1777 }
1778
1779 fn opts(claude: &Path, omp: &Path, apply: bool) -> Options {
1780 Options {
1781 claude: Some(claude.into()),
1782 omp: Some(omp.into()),
1783 opencode: None,
1784 codex: None,
1785 session: None,
1786 since: None,
1787 limit: None,
1788 apply,
1789 skip: vec!["oldproject".into()],
1790 }
1791 }
1792
1793 fn files(dir: &Path) -> Vec<PathBuf> {
1794 borg_trace::jsonl_files(dir)
1795 }
1796
1797 #[test]
1798 fn echoed_rejection_in_tool_output_is_not_a_correction() {
1799 let root = temp("echo");
1800 let (claude, _) = fixture(&root);
1801 let eps = claude_session(&claude.join("-w-corp-app/s-corp-1.jsonl"));
1802 let said: Vec<&str> = eps.iter().map(|f| f.episode.correction.as_str()).collect();
1803 assert_eq!(said, ["no, check the TOCTOU on the closed flag first"], "only the real prompt correction");
1804 let e = &eps[0].episode;
1805 assert_eq!((e.task.as_str(), e.agent.as_str(), e.session.as_str()), ("add a retry to the relay", "I'll wrap delivery in a ReentrantLock.", "s-corp-1"));
1806 assert_eq!(e.ms, borg_trace::parse_ts("2026-09-01T10:01:00.000Z"));
1807 assert!(claude_session(&claude.join("-w-corp-app/s-corp-1/subagents/a.jsonl")).len() == 1, "parser itself is neutral");
1808 let m = marks(&harness::claude::Claude, &claude.join("-w-corp-app/s-corp-1.jsonl")).unwrap();
1810 assert!(m.rejections.is_empty(), "{:?}", m.rejections);
1811 let _ = std::fs::remove_dir_all(root);
1812 }
1813
1814 #[test]
1815 fn a_veto_prompt_is_replayed_as_the_hook_reads_it() {
1816 let mut r = Replay { session: "sess-veto-1".into(), ..Default::default() };
1817 r.prompt(1, "fix the merge lookup");
1818 r.prompt(2, "borg no: never read the commit log");
1819 r.prompt(3, "no, use the review API");
1820 r.denied = Some(("Bash git log".into(), String::new(), "t1".into()));
1822 r.prompt(5, "borg no, stop reading history");
1823 let eps: Vec<&Episode> = r.out.iter().map(|f| &f.episode).collect();
1824 let got: Vec<(&str, &str, &str, &str)> = eps.iter().map(|e| (e.id.as_str(), e.kind.as_str(), e.task.as_str(), e.correction.as_str())).collect();
1825 assert_eq!(
1826 got,
1827 [
1828 ("no-sess-vet-2", crate::veto::KIND, "fix the merge lookup", "never read the commit log"),
1829 ("sess-vet-3", "", "fix the merge lookup", "no, use the review API"),
1830 ("no-sess-vet-5", crate::veto::KIND, "fix the merge lookup", "stop reading history"),
1831 ]
1832 );
1833 assert!(eps.iter().all(|e| e.rejected_tool.is_none()) && r.denied.is_none());
1834 }
1835
1836 #[test]
1837 fn dry_run_writes_nothing_and_counts_per_collective() {
1838 let root = temp("dry");
1839 let (claude, omp) = fixture(&root);
1840 let base = root.join("home");
1841 let cfg: Config = serde_json::from_str(CFG).unwrap();
1842 let r = run(&opts(&claude, &omp, false), Some(&cfg), &base, &|_| panic!("a dry run calls no model"));
1843 assert!(!base.exists(), "dry run wrote something");
1844 assert_eq!(r.scanned, 4, "main sessions only");
1845 let corp = &r.collectives["corp"];
1846 assert_eq!((corp.sessions, corp.episodes, corp.calls, corp.may_sync), (2, 2, 2, true));
1847 let mine = &r.collectives["mine"];
1848 assert_eq!((mine.sessions, mine.episodes, mine.may_sync), (1, 1, false));
1849 assert_eq!((r.off_sessions, r.off_episodes), (1, 1));
1850 assert!(render(&r, false).contains("dry run"));
1851 assert!(render(&r, false).trim_end().ends_with("to learn these episodes."));
1852 assert!(!render(&r, true).contains("Dry run"));
1853 let _ = std::fs::remove_dir_all(root);
1854 }
1855
1856 #[test]
1857 fn apply_routes_episodes_learns_and_is_idempotent() {
1858 let root = temp("apply");
1859 let (claude, omp) = fixture(&root);
1860 let base = root.join("home");
1861 let cfg: Config = serde_json::from_str(CFG).unwrap();
1862 let r = run(&opts(&claude, &omp, true), Some(&cfg), &base, &ask);
1863 assert_eq!((r.collectives["corp"].new_lessons, r.collectives["mine"].new_lessons), (2, 1));
1864
1865 let corp: Vec<Episode> = read_jsonl(&base.join("collectives/corp/episodes.jsonl"));
1866 let said: Vec<&str> = corp.iter().map(|e| e.correction.as_str()).collect();
1867 assert_eq!(said, ["no, check the TOCTOU on the closed flag first", "only the one crate, pin the rest"]);
1868 assert_eq!(corp[1].rejected_tool.as_deref(), Some(r#"bash {"command":"cargo update"}"#), "a denial's reason is the next prompt");
1869 assert_eq!((corp[1].session.as_str(), corp[1].repo.as_str()), ("omp-sess-1", "svc"));
1870 let mine: Vec<Episode> = read_jsonl(&base.join("collectives/mine/episodes.jsonl"));
1871 assert_eq!(mine.len(), 1);
1872 assert_eq!(mine[0].correction, "keep the cache dir");
1873 assert!(mine[0].rejected_tool.as_deref().unwrap().starts_with("Bash "));
1874 for f in files(&base) {
1876 let t = std::fs::read_to_string(&f).unwrap();
1877 assert!(!t.contains("doctor") && !t.contains("diary") && !t.to_lowercase().contains("oldproject"), "{}", f.display());
1878 }
1879 assert_eq!(learn::lessons(&base.join("collectives/corp/lessons.jsonl")).len(), 2);
1880
1881 let snapshot = |d: &Path| files(d).into_iter().map(|f| std::fs::read_to_string(f).unwrap()).collect::<Vec<_>>();
1883 let before = snapshot(&base);
1884 let again = run(&opts(&claude, &omp, true), Some(&cfg), &base, &|_| panic!("nothing new to learn"));
1885 assert_eq!((again.collectives["corp"].episodes, again.collectives["corp"].known), (0, 2));
1886 assert_eq!(snapshot(&base), before);
1887 let _ = std::fs::remove_dir_all(root);
1888 }
1889
1890 #[test]
1891 fn off_repo_leaves_nothing_and_live_episodes_are_not_duplicated() {
1892 let root = temp("off");
1893 let (claude, omp) = fixture(&root);
1894 let base = root.join("home");
1895 let only_off: Config = serde_json::from_str(r#"{"default": "off", "off": ["/w"]}"#).unwrap();
1896 let r = run(&opts(&claude, &omp, true), Some(&only_off), &base, &|_| panic!("off calls no model"));
1897 assert!(r.collectives.is_empty() && !base.exists());
1898 assert_eq!(r.off_episodes, 4);
1899
1900 let corp = base.join("collectives/corp");
1902 std::fs::create_dir_all(&corp).unwrap();
1903 let live = Episode {
1904 id: "s-corp-1-live".into(),
1905 ms: borg_trace::parse_ts("2026-09-01T10:01:00.800Z"),
1906 repo: "app".into(),
1907 session: "s-corp-1".into(),
1908 task: String::new(),
1909 agent: String::new(),
1910 rejected_tool: None,
1911 correction: "no".into(),
1912 ..Episode::default()
1913 };
1914 std::fs::write(corp.join("episodes.jsonl"), serde_json::to_string(&live).unwrap() + "\n").unwrap();
1915 let cfg: Config = serde_json::from_str(CFG).unwrap();
1916 let since = Options { since: parse_date("2026-09-01"), limit: Some(10), ..opts(&claude, &omp, false) };
1917 let r = run(&since, Some(&cfg), &base, &|_| None);
1918 assert_eq!((r.collectives["corp"].episodes, r.collectives["corp"].known, r.collectives["corp"].calls), (1, 1, 2));
1919 let late = Options { since: parse_date("2026-09-04"), ..opts(&claude, &omp, false) };
1921 assert!(!run(&late, Some(&cfg), &base, &|_| None).collectives.contains_key("mine"));
1922 let one = Options { limit: Some(1), ..opts(&claude, &omp, false) };
1923 assert_eq!(run(&one, Some(&cfg), &base, &|_| None).collectives.values().map(|t| t.episodes).sum::<usize>(), 1);
1924 let _ = std::fs::remove_dir_all(root);
1925 }
1926
1927 #[test]
1928 fn limit_works_through_the_history_in_batches() {
1929 let root = temp("limit");
1930 let (claude, omp) = fixture(&root);
1931 let base = root.join("home");
1932 let cfg: Config = serde_json::from_str(CFG).unwrap();
1933 let one = Options { limit: Some(1), ..opts(&claude, &omp, true) };
1934 let stored = || -> Vec<String> {
1935 ["corp", "mine"].iter().flat_map(|c| read_jsonl::<Episode>(&base.join(format!("collectives/{c}/episodes.jsonl")))).map(|e| e.correction).collect()
1936 };
1937 run(&one, Some(&cfg), &base, &ask);
1940 assert_eq!(stored(), ["only the one crate, pin the rest"]);
1941 run(&one, Some(&cfg), &base, &ask);
1942 assert_eq!(stored(), ["only the one crate, pin the rest", "keep the cache dir"], "the second batch is the next episode");
1943 run(&one, Some(&cfg), &base, &ask);
1944 let last = run(&one, Some(&cfg), &base, &|_| panic!("nothing left to learn"));
1945 assert_eq!(stored().len(), 3);
1946 assert_eq!(last.collectives.values().map(|t| (t.episodes, t.known)).fold((0, 0), |a, b| (a.0 + b.0, a.1 + b.1)), (0, 3));
1947 let _ = std::fs::remove_dir_all(root);
1948 }
1949
1950 #[test]
1951 fn state_from_an_off_repo_never_reaches_a_collective() {
1952 let root = temp("moved");
1953 let claude = root.join("claude");
1954 let (s, c) = ("/w/secret/notes", "/w/corp/app");
1955 write(
1957 &claude.join("-w-secret-notes/s-moved-1.jsonl"),
1958 &[
1959 user(s, "2026-09-05T09:00:00.000Z", "summarise my therapy notes"),
1960 says(s, "2026-09-05T09:00:01.000Z", "Reading the therapy notes now."),
1961 tool_use(s, "2026-09-05T09:00:02.000Z", "t1"),
1962 result(
1963 s,
1964 "2026-09-05T09:00:03.000Z",
1965 "t1",
1966 true,
1967 "The user doesn't want to proceed with this tool use. The tool use was rejected (eg. if it was a file edit, the new_string was NOT written to the file). STOP what you are doing and wait for the user to tell you how to proceed.",
1968 ),
1969 user(c, "2026-09-05T09:05:00.000Z", "never read files outside the repo"),
1970 user(c, "2026-09-05T09:06:00.000Z", "no, use the relay config instead"),
1971 says(c, "2026-09-05T09:06:30.000Z", "Switching to the relay config."),
1972 user(c, "2026-09-05T09:07:00.000Z", "no, the staging one"),
1973 ],
1974 );
1975 let base = root.join("home");
1976 let cfg: Config = serde_json::from_str(CFG).unwrap();
1977 let r = run(
1978 &Options { claude: Some(claude), omp: None, opencode: None, codex: None, session: None, since: None, limit: None, apply: true, skip: Vec::new() },
1979 Some(&cfg),
1980 &base,
1981 &ask,
1982 );
1983 assert_eq!(r.collectives["corp"].episodes, 3);
1984 let corp: Vec<Episode> = read_jsonl(&base.join("collectives/corp/episodes.jsonl"));
1985 let t = std::fs::read_to_string(base.join("collectives/corp/episodes.jsonl")).unwrap();
1986 assert!(!t.contains("therapy") && !t.contains("rm -rf"), "off text in the team store: {t}");
1987 assert_eq!((corp[0].task.as_str(), corp[0].agent.as_str(), corp[0].rejected_tool.as_ref()), ("", "", None));
1989 assert_eq!((corp[0].correction.as_str(), corp[1].task.as_str()), ("never read files outside the repo", ""));
1990 assert_eq!((corp[2].task.as_str(), corp[2].agent.as_str()), ("", "Switching to the relay config."));
1992 for f in files(&base) {
1993 assert!(!std::fs::read_to_string(&f).unwrap().contains("therapy"), "{}", f.display());
1994 }
1995 let _ = std::fs::remove_dir_all(root);
1996 }
1997
1998 macro_rules! export {
2002 ($f:literal) => {
2003 serde_json::from_str::<Value>(include_str!(concat!("../tests/fixtures/opencode/", $f))).unwrap()
2004 };
2005 }
2006
2007 fn say_v1(mut export: Value, ms: i64, text: &str) -> Value {
2009 let m = json!({"info": {"role": "user", "time": {"created": ms}}, "parts": [{"type": "text", "text": text}]});
2010 export["messages"].as_array_mut().unwrap().push(m);
2011 export
2012 }
2013
2014 fn say_v2(mut export: Value, ms: i64, text: &str) -> Value {
2015 export["messages"].as_array_mut().unwrap().push(json!({"type": "user", "time": {"created": ms}, "text": text}));
2016 export
2017 }
2018
2019 fn corrections(found: &[Found]) -> Vec<&str> {
2020 found.iter().map(|f| f.episode.correction.as_str()).collect()
2021 }
2022
2023 #[test]
2024 fn opencode_errors_take_claudes_wording_and_only_the_engineers_refusals_count() {
2025 let feedback = canonical(None, &format!("{OC_FEEDBACK} keep the public API"));
2026 assert_eq!(learn::rejection(&feedback).as_deref(), Some("keep the public API"));
2027 assert!(feedback.lines().next().unwrap().contains(NOTICE), "the notice is on the first line, as the replay requires");
2028 for wordless in [canonical(None, OC_REJECTED), canonical(Some("aborted"), OC_DECLINED), canonical(Some("permission.rejected"), "")] {
2029 assert!(learn::denied(&wordless), "{wordless}");
2030 }
2031 let words = canonical(Some("permission.rejected"), "no, do not delete files, use git rm instead");
2032 assert_eq!(learn::rejection(&words).as_deref(), Some("no, do not delete files, use git rm instead"));
2033 for (kind, m) in [
2036 (Some("permission.rejected"), OC_AUTO_REJECTED),
2037 (None, "The user has specified a rule which prevents you from using this specific tool call. Here are some of the relevant rules []"),
2038 (None, "The user dismissed this question"),
2039 (None, "Tool execution aborted"),
2040 (Some("aborted"), "Step interrupted"),
2041 (None, "Model tried to call unavailable tool 'invalid'. Available tools: ."),
2042 (Some("tool.execution"), "File not found: /home/dev/work/missing.rs"),
2043 ] {
2044 let c = canonical(kind, m);
2045 assert!(learn::rejection(&c).is_none() && !learn::denied(&c), "{m}");
2046 }
2047 }
2048
2049 #[test]
2050 fn opencode_run_quoting_is_stripped_from_prompts() {
2051 let quirk = export!("v1/run-deny-all-forced-tool-call-export.json")["messages"][0]["parts"][0]["text"].as_str().unwrap().to_string();
2052 assert_eq!(unquote(&quirk), r#"Read relay.rs and answer with {"ok": true}"#);
2053 assert_eq!(unquote("\"no, that is wrong, use a Mutex instead\""), "no, that is wrong, use a Mutex instead");
2054 assert_eq!(unquote("no quotes"), "no quotes");
2055 assert_eq!(unquote(r#""a" and "b""#), r#""a" and "b""#, "an unescaped quote inside: typed, not argv");
2056 assert_eq!(unquote("\""), "\"");
2057 }
2058
2059 #[test]
2060 fn opencode_1_rejection_with_feedback_is_an_episode() {
2061 let found = opencode_session(&export!("v1/reject-with-feedback.json"));
2062 assert_eq!(corrections(&found), ["no, that is wrong, use the AtomicBoolean compareAndSet instead"]);
2063 let (f, e) = (&found[0], &found[0].episode);
2064 assert_eq!((f.cwd.as_str(), e.session.as_str(), e.task.as_str()), ("/home/dev/work", "ses_ec5c7766cffe7lNfHnHDzyNoUc", "Fix the race in relay.rs"));
2065 assert!(e.rejected_tool.as_deref().unwrap().starts_with(r#"read {"filePath":"/home/dev/work/"#));
2066 assert_eq!(e.ms, 1791978152946, "when the engineer answered, not when the message began");
2067 let next = say_v1(export!("v1/reject-with-feedback.json"), 1791978160000, "now add a test for the relay");
2070 assert_eq!(corrections(&opencode_session(&next)), ["no, that is wrong, use the AtomicBoolean compareAndSet instead"]);
2071 }
2072
2073 #[test]
2074 fn opencode_tool_calls_replay_in_the_order_they_finished() {
2075 let mut export = export!("v1/reject-plain-then-correction.json");
2078 let sibling = &mut export["messages"][1]["parts"][2]["state"];
2079 sibling["status"] = json!("completed");
2080 sibling["output"] = json!("fn deliver() {}");
2081 sibling["time"]["end"] = json!(1791978164300i64);
2082 sibling.as_object_mut().unwrap().remove("error");
2083 let found = opencode_session(&export);
2084 assert_eq!(corrections(&found), ["no, that is wrong, use compareAndSet instead of get then set"]);
2085 assert!(found[0].episode.rejected_tool.as_deref().unwrap().starts_with("read "));
2086 let steps = by_completion(vec![
2088 Step::Tool(9, None, "b".into(), "1".into()),
2089 Step::Tool(3, None, "a".into(), "2".into()),
2090 Step::Said("then".into()),
2091 Step::Tool(2, None, "c".into(), "3".into()),
2092 ]);
2093 let order: Vec<String> = steps
2094 .iter()
2095 .map(|s| match s {
2096 Step::Tool(_, _, t, _) | Step::Said(t) => t.clone(),
2097 Step::Prompt(..) | Step::Answer(..) => unreachable!(),
2098 })
2099 .collect();
2100 assert_eq!(order, ["a", "b", "then", "c"]);
2101 }
2102
2103 #[test]
2104 fn opencode_1_wordless_rejection_makes_the_next_prompt_the_reason() {
2105 let found = opencode_session(&export!("v1/reject-plain-then-correction.json"));
2106 assert_eq!(corrections(&found), ["no, that is wrong, use compareAndSet instead of get then set"]);
2107 assert!(found[0].episode.rejected_tool.as_deref().unwrap().starts_with("read "));
2108 assert_eq!(found[0].episode.ms, 1791978166088);
2109 let found = opencode_session(&export!("v1/bash-rejected-then-correction-window.json"));
2111 assert_eq!(corrections(&found), ["wait, revert that one. no, that is wrong, use the existing close constant instead"]);
2112 assert!(found[0].episode.rejected_tool.as_deref().unwrap().starts_with("bash "));
2113 assert_eq!(found[0].cwd, "/home/dev/work/service-a");
2114 }
2115
2116 #[test]
2117 fn opencode_1_correcting_prompts_are_episodes_and_a_dismissed_question_is_not() {
2118 let found = opencode_session(&export!("v1/correction-rejection-dismissed.json"));
2119 assert_eq!(
2120 corrections(&found),
2121 ["no, that is wrong, use the test script of this project instead", "no, you need to wait until the server is ready, read the project notes first"]
2122 );
2123 assert!(found.iter().all(|f| f.episode.task == "Run the test suite and then the app." && f.episode.rejected_tool.is_none()));
2124 assert_eq!(found[0].episode.agent, "I will look at the relevant file and then make the change.");
2125 }
2126
2127 #[test]
2128 fn opencode_1_a_rule_that_denies_a_call_is_not_the_engineer() {
2129 let by_rule = say_v1(export!("v1/permission-denied-by-rule.json"), 1776791500000, "use the plan file");
2130 assert!(opencode_session(&by_rule).is_empty());
2131 let mut refused = by_rule.clone();
2133 refused["messages"][0]["parts"][2]["state"]["error"] = json!(OC_REJECTED);
2134 assert_eq!(corrections(&opencode_session(&refused)), ["use the plan file"]);
2135 }
2136
2137 #[test]
2138 fn opencode_1_echoes_and_synthetic_parts_are_not_the_engineer() {
2139 let echo = say_v1(export!("v1/echo-marker-and-synthetic-part.json"), 1791978190000, "no, use a channel");
2142 let found = opencode_session(&echo);
2143 assert_eq!(corrections(&found), ["no, use a channel"]);
2144 assert_eq!(found[0].episode.task, "Fix the race in relay.rs");
2145 assert_eq!(found[0].episode.agent, "Plan: I check closed.get() on the AtomicBoolean before deliver() in relay.rs.");
2146 let file = say_v1(export!("v1/synthetic-file-attachment.json"), 1776791100000, "no, the other plan");
2148 assert_eq!(opencode_session(&file)[0].episode.task, "Read @docs/plan.md and tell me what is missing.");
2149 let editor = say_v1(export!("v1/synthetic-editor-context.json"), 1779367490000, "no, the other workflow");
2150 assert_eq!(opencode_session(&editor)[0].episode.task, "Please make the requested change in this project.");
2151 let compacted = say_v1(export!("v1/compaction-synthetic-continue.json"), 1776858910000, "no, the other module");
2153 assert!(opencode_session(&compacted).is_empty());
2154 }
2155
2156 #[test]
2157 fn opencode_sub_agents_and_borgs_model_calls_are_skipped() {
2158 for export in [
2159 say_v1(export!("v1/subagent-child.json"), 1776861800000, "no, the other file"),
2160 export!("v1/model-call-session.json"),
2161 export!("v1/run-deny-all-forced-tool-call-export.json"),
2162 say_v2(export!("v2/session-export-child.json"), 1791977829000, "no, the other file"),
2163 ] {
2164 assert!(!engineers_session(&export) && opencode_session(&export).is_empty(), "{}", export["info"]["title"]);
2165 }
2166 assert!(engineers_session(&export!("v2/session-export.json")) && !engineers_session(&json!({"messages": []})));
2167 }
2168
2169 #[test]
2170 fn opencode_2_session_replays_like_the_live_hook() {
2171 let export = say_v2(export!("v2/session-export.json"), 1791977840000, "no, check the queue bound first");
2173 let found = opencode_session(&export);
2174 assert_eq!(
2175 corrections(&found),
2176 [
2177 "no, that is wrong, use a Mutex instead of the AtomicBoolean", "SHELL clean up the file", "no, do not delete files, use git rm instead", "no, check the queue bound first",
2181 ]
2182 );
2183 let e: Vec<&Episode> = found.iter().map(|f| &f.episode).collect();
2184 assert!(found.iter().all(|f| f.cwd == "/home/dev/work" && f.episode.session == "ses_ec5cd46d0ffeGGDxs4GhqC9Ifu"));
2185 assert_eq!(
2186 (e[0].task.as_str(), e[0].agent.as_str(), e[0].rejected_tool.as_deref()),
2187 ("READS Please fix the race in relay.rs", "Done: the mock finished this turn.", None)
2188 );
2189 assert_eq!(e[1].rejected_tool.as_deref(), Some(r#"shell {"command":"rm -f relay.rs"}"#));
2190 assert_eq!(e[1].task, "SHELL remove the old file again");
2191 assert_eq!(e[2].rejected_tool.as_deref(), Some(r#"shell {"command":"rm -f relay.rs"}"#));
2192 assert_eq!(e[3].task, "SUBAGENT delegate a check of relay.rs", "the synthetic input and the echo are not the task");
2193 assert!(e.windows(2).all(|w| w[0].ms < w[1].ms));
2194 }
2195
2196 #[test]
2197 fn opencode_2_session_migrated_from_1_reads_its_location() {
2198 let found = opencode_session(&say_v2(export!("v2/session-export-migrated-from-v1.json"), 1791978280000, "no, keep the lock"));
2199 assert_eq!(corrections(&found), ["no, keep the lock"]);
2200 assert_eq!((found[0].cwd.as_str(), found[0].episode.task.as_str()), ("/home/dev/legacy-work", "no, that is wrong, use a Mutex instead"));
2201 }
2202
2203 #[test]
2204 fn opencode_discovery_asks_the_cli_read_only() {
2205 let db = db_args(Some(1_700_000_000_000));
2206 assert_eq!(&db[..4], ["db", "--pure", "--format", "json"]);
2207 assert_eq!(
2208 db[4],
2209 "SELECT id FROM session WHERE parent_id IS NULL AND title != 'borg (model call)' AND time_updated >= 1700000000000 ORDER BY time_created"
2210 );
2211 assert!(!db_args(None)[4].contains("time_updated"));
2212 assert_eq!(list_args(true), ["session", "list", "--standalone", "--format", "json", "-n", "100000"]);
2213 assert_eq!(list_args(false), ["session", "list", "--pure", "--format", "json", "-n", "100000"]);
2214 assert_eq!(opencode::export_args(true, "ses_a"), ["session", "export", "--standalone", "ses_a"]);
2215 assert_eq!(opencode::export_args(false, "ses_a"), ["export", "--pure", "ses_a"]);
2216 let listed = include_str!("../tests/fixtures/opencode/v2/session-list.json").as_bytes();
2217 assert_eq!(ids_of(listed, None).unwrap().len(), 3);
2218 assert_eq!(ids_of(listed, Some(1791977900000)).unwrap(), ["ses_ec5bbe808ffe4C17dEwmu9aHAe", "ses_ec5caa71cffeRc4s7USxbim6zn"]);
2219 assert_eq!(ids_of(br#"[{"id": "a", "title": "borg (model call)"}, {"id": "b"}]"#, None).unwrap(), ["b"]);
2220 assert_eq!(ids_of(b"Error: no such table", None), None);
2221 }
2222
2223 #[test]
2224 fn the_cwds_of_claude_and_omp_sessions_seed_opencode_2s_listing() {
2225 let root = temp("cwds");
2226 let (claude, omp) = fixture(&root);
2227 let cwds = |r: Replay| r.cwds.into_iter().collect::<Vec<_>>();
2228 assert_eq!(cwds(claude_replay(&claude.join("-w-corp-app/s-corp-1.jsonl"))), ["/w/corp/app"]);
2229 assert_eq!(cwds(omp_replay(&omp.join("-w-corp-svc/2026-09-04_x.jsonl"))), ["/w/corp/svc"]);
2230 let moved = claude.join("-w-secret-notes/moved.jsonl");
2231 write(&moved, &[user("/w/secret/notes", "2026-09-05T09:00:00.000Z", "a task"), user("/w/corp/app", "2026-09-05T09:05:00.000Z", "next")]);
2232 assert_eq!(cwds(claude_replay(&moved)), ["/w/corp/app", "/w/secret/notes"]);
2233 let _ = std::fs::remove_dir_all(root);
2234 }
2235
2236 #[test]
2237 fn a_collective_folder_of_repos_lists_each_repo() {
2238 let root = temp("collective-dirs");
2239 let work = root.join("work-repos");
2240 for repo in ["a", "team/b"] {
2241 std::fs::create_dir_all(work.join(repo).join(".git")).unwrap();
2242 }
2243 std::fs::create_dir_all(work.join("a/src")).unwrap();
2244 std::fs::create_dir_all(work.join("notes")).unwrap();
2245 let cfg: Config =
2246 serde_json::from_str(&format!(r#"{{"collectives": [{{"name": "w", "paths": ["{}", "{}"]}}]}}"#, work.display(), work.join("a").display())).unwrap();
2247 let known = collective_dirs(Some(&cfg));
2248 assert_eq!(known, [work.clone(), work.join("a"), work.join("team/b")].into_iter().collect(), "repos two levels deep; not inside a repo");
2249 let cli = FakeCli { calls: Default::default(), db: None, list: "[]" };
2251 cli.run(true, &known);
2252 let lists: Vec<PathBuf> = cli.calls.borrow().iter().map(|(_, d)| d.clone()).collect();
2253 assert_eq!(lists, [work.clone(), work.join("a"), work.join("team/b")]);
2254 assert!(collective_dirs(None).is_empty());
2255 let _ = std::fs::remove_dir_all(root);
2256 }
2257
2258 #[test]
2259 fn the_cli_wrapper_passes_every_argument_and_reads_a_long_answer_whole() {
2260 let fake = PathBuf::from(concat!(env!("CARGO_MANIFEST_DIR"), "/tests/fixtures/opencode/fake"));
2261 let path = std::env::join_paths(std::iter::once(fake).chain(std::env::split_paths(&std::env::var_os("PATH").unwrap_or_default()))).unwrap();
2262 let dir = temp("cli-wrapper");
2263 let args = db_args(Some(1));
2264 let out = opencode::cli(true, Some(&path), &args, &dir).unwrap();
2265 assert!(out.len() > 64 * 1024, "the fake answers more than a pipe holds");
2266 let ids = ids_of(&out, None).unwrap();
2267 assert_eq!((ids.len(), ids.last().map(String::as_str)), (3001, Some("ses_last")));
2268 let seen = std::fs::read_to_string(dir.join("args.txt")).unwrap();
2269 let mut want = vec![dir.display().to_string()];
2270 want.extend(args);
2271 assert_eq!(seen.lines().collect::<Vec<_>>(), want, "PWD, then the arguments unsplit (the query holds spaces and quotes)");
2272 let env = std::fs::read_to_string(dir.join("env.txt")).unwrap();
2274 assert!(env.contains("OPENCODE_CONFIG_DIR=") && env.contains("OPENCODE_DISABLE_PROJECT_CONFIG=1"), "{env}");
2275 let _ = std::fs::remove_dir_all(dir);
2276 }
2277
2278 #[test]
2279 fn opencode_projects_are_git_roots_of_existing_dirs() {
2280 let root = temp("projects");
2281 let repo = root.join("repo");
2282 std::fs::create_dir_all(repo.join(".git")).unwrap();
2283 std::fs::create_dir_all(repo.join("src/deep")).unwrap();
2284 std::fs::create_dir_all(root.join("loose")).unwrap();
2285 let dirs: BTreeSet<PathBuf> = [repo.join("src/deep"), repo.clone(), root.join("loose"), root.join("gone")].into_iter().collect();
2286 assert_eq!(projects(&dirs), [root.join("loose"), repo]);
2287 let _ = std::fs::remove_dir_all(root);
2288 }
2289
2290 struct FakeCli {
2292 calls: std::cell::RefCell<Vec<(Vec<String>, PathBuf)>>,
2293 db: Option<&'static str>,
2294 list: &'static str,
2295 }
2296
2297 impl FakeCli {
2298 fn exec(&self, args: &[String], dir: &Path) -> Option<Vec<u8>> {
2299 self.calls.borrow_mut().push((args.to_vec(), dir.to_path_buf()));
2300 let id = args.last().unwrap().as_str();
2301 let export = |v: Value| Some(v.to_string().into_bytes());
2302 match args[0].as_str() {
2303 "db" => self.db.map(|d| d.as_bytes().to_vec()),
2304 "session" if args[1] == "list" => Some(self.list.as_bytes().to_vec()),
2305 _ if id == "ses_v1" => export(export!("v1/reject-with-feedback.json")),
2306 _ if id == "ses_v2" => export(export!("v2/session-export.json")),
2307 _ => Some(b"Session not found".to_vec()),
2308 }
2309 }
2310
2311 fn run(&self, v2: bool, known: &BTreeSet<PathBuf>) -> Vec<String> {
2312 let mut got = Vec::new();
2313 cli_sessions(v2, None, None, known, &|a, d| self.exec(a, d), &mut |v| got.push(v["info"]["id"].as_str().unwrap().to_string()));
2314 got
2315 }
2316 }
2317
2318 #[test]
2319 fn opencode_1_lists_every_session_with_one_query_and_exports_each() {
2320 let tmp = std::env::temp_dir();
2321 let cli = FakeCli { calls: Default::default(), db: Some(r#"[{"id": "ses_v1"}, {"id": "ses_gone"}]"#), list: "[]" };
2322 let known: BTreeSet<PathBuf> = [tmp.clone()].into_iter().collect();
2323 assert_eq!(cli.run(false, &known).len(), 1, "an export that is no JSON is skipped");
2324 let calls = cli.calls.borrow();
2325 let firsts: Vec<&str> = calls.iter().map(|(a, _)| a[0].as_str()).collect();
2326 assert_eq!(firsts, ["db", "export", "export"], "no listing when the query works");
2327 assert!(calls.iter().all(|(_, d)| *d == tmp));
2328 }
2329
2330 #[test]
2331 fn opencode_1_without_its_query_and_opencode_2_list_the_known_projects() {
2332 let root = temp("cli");
2333 let (a, b) = (root.join("a"), root.join("b"));
2334 std::fs::create_dir_all(&a).unwrap();
2335 std::fs::create_dir_all(&b).unwrap();
2336 let known: BTreeSet<PathBuf> = [a.clone(), b.clone(), root.join("gone")].into_iter().collect();
2337 let list = r#"[{"id": "ses_v2", "title": "research main"}, {"id": "ses_x", "title": "borg (model call)"}, {"id": "ses_v1", "title": "t"}]"#;
2338 for v2 in [false, true] {
2339 let cli = FakeCli { calls: Default::default(), db: (!v2).then_some("Error: no such column"), list };
2340 assert_eq!(cli.run(v2, &known), ["ses_ec5cd46d0ffeGGDxs4GhqC9Ifu", "ses_ec5c7766cffe7lNfHnHDzyNoUc"]);
2342 let calls = cli.calls.borrow();
2343 let lists: Vec<&PathBuf> = calls.iter().filter(|(c, _)| c[1] == "list").map(|(_, d)| d).collect();
2344 assert_eq!(lists, [&a, &b], "existing dirs only");
2345 let exports: Vec<(&str, &PathBuf)> =
2346 calls.iter().filter(|(c, _)| c.contains(&"ses_v2".to_string()) || c.contains(&"ses_v1".to_string())).map(|(c, d)| (c[0].as_str(), d)).collect();
2347 assert_eq!(exports.len(), 2);
2348 assert!(exports.iter().all(|(_, d)| **d == a));
2349 if v2 {
2350 assert!(calls.iter().all(|(c, _)| c[0] == "session" && c.contains(&"--standalone".to_string())), "never the background service: {calls:?}");
2351 } else {
2352 assert_eq!(calls[0].0[0], "db");
2353 assert!(calls[1..].iter().all(|(c, _)| c.contains(&"--pure".to_string())));
2354 }
2355 }
2356 let _ = std::fs::remove_dir_all(root);
2357 }
2358
2359 #[test]
2360 fn render_names_every_source() {
2361 let r = Report { scanned: 61, claude: 40, omp: 12, opencode: Some(9), ..Default::default() };
2362 assert!(render(&r, false).contains("sources: claude 40 sessions, omp 12, opencode 9, codex 0\n"));
2363 let r = Report { opencode: None, ..r };
2364 assert!(render(&r, true).contains("sources: claude 40 sessions, omp 12, opencode not installed, codex 0\n"));
2365 }
2366
2367 fn fixtures(rel: &str) -> PathBuf {
2370 Path::new(env!("CARGO_MANIFEST_DIR")).join("tests/fixtures").join(rel)
2371 }
2372
2373 const CLAUDE_SESSION: &str = "7f3c2a10-5b6d-4e8f-9a01-23456789abcd";
2374 const CODEX_THREAD: &str = "0199e0aa-1111-7222-8333-444455556666";
2375
2376 fn shape(found: &[Found]) -> Vec<(String, String, String, String)> {
2378 found
2379 .iter()
2380 .map(|f| {
2381 let e = &f.episode;
2382 let tool = e.rejected_tool.as_deref().unwrap_or_default().split(' ').next().unwrap_or_default().to_string();
2383 (e.id.clone(), e.via.clone(), tool, e.correction.clone())
2384 })
2385 .collect()
2386 }
2387
2388 fn row(id: &str, via: &str, tool: &str, said: &str) -> (String, String, String, String) {
2389 (id.into(), via.into(), tool.into(), said.into())
2390 }
2391
2392 #[test]
2393 fn claude_2_1_312_transcript_yields_its_worded_rejection_and_answers() {
2394 let found = claude_session(&fixtures(&format!("claude/transcripts/-home-dev-work-relay/{CLAUDE_SESSION}.jsonl")));
2395 assert_eq!(
2396 shape(&found),
2397 [
2398 row("7f3c2a10-Ttoolu_01RelayEdit", "", "Edit", "use exponential backoff with jitter, a fixed sleep hammers the broker"),
2399 row(
2400 "7f3c2a10-Ttoolu_01RelayAsk",
2401 learn::ANSWER,
2402 "",
2403 "Budget: Per connection; notes: a slow consumer must not starve the others\nErrors: Timeouts, Connection resets"
2404 ),
2405 row("7f3c2a10-Ttoolu_01RelayPlace", learn::ANSWER, "", "Keep it in the relay crate, nothing else retries this way"),
2406 ]
2407 );
2408 assert!(found.iter().all(|f| f.episode.harness == "claude" && f.episode.harness_version == "2.1.312" && f.cwd == "/home/dev/work/relay"));
2409 let (rejected, asked) = (&found[0].episode, &found[1].episode);
2410 assert_eq!(
2411 (rejected.task.as_str(), rejected.agent.as_str()),
2412 ("Add a retry to the relay delivery", "I'll wrap delivery in a retry loop with a fixed one second sleep.")
2413 );
2414 assert_eq!(
2415 asked.agent,
2416 "Where should the retry budget live?\n options: Per message (Recommended) | Per connection\nWhich errors are retryable?\n options: Timeouts | Connection resets | Auth failures",
2417 "the proposal is the questions with their options"
2418 );
2419 assert_eq!(asked.ms, borg_trace::parse_ts("2026-10-28T09:02:10.000Z"));
2420 let bare = claude_asked(&Value::Null, &Value::Null, "The user answered: \"Q\"=\"keep it small\". You can now continue with these answers in mind.");
2422 assert_eq!(answer_text(&bare).as_deref(), Some("\"Q\"=\"keep it small\""));
2423 let careful = claude_asked(
2425 &Value::Null,
2426 &Value::Null,
2427 "The user answered: \"Q\"=\"keep it small\". Read the answers carefully — they may request clarification, changes, or that you not proceed — and follow what they actually say.",
2428 );
2429 assert_eq!(answer_text(&careful).as_deref(), Some("\"Q\"=\"keep it small\""));
2430 let q = json!({"questions": [{"question": "Q", "options": [{"label": "A"}, {"label": "B"}]}]});
2433 let listed = claude_asked(&q, &json!({"answers": {"Q": ["A", "my own words"]}}), "");
2434 assert_eq!(answer_text(&listed).as_deref(), Some("A; my own words"));
2435 }
2436
2437 #[test]
2438 fn a_transcripts_tail_alone_still_yields_the_same_ids() {
2439 let path = fixtures(&format!("claude/transcripts/-home-dev-work-relay/{CLAUDE_SESSION}.jsonl"));
2440 let all: Vec<Value> = lines(&path).collect();
2441 let tail = claude_lines(CLAUDE_SESSION, all[2..].iter().cloned());
2443 let whole = claude_session(&path);
2444 let ids = |f: &[Found]| f.iter().map(|f| f.episode.id.clone()).collect::<Vec<_>>();
2445 assert_eq!(ids(&tail), ids(&whole));
2446 assert_eq!(tail[0].episode.rejected_tool.as_deref(), Some(""), "the call's text is before the tail");
2447 let codex = fixtures(&format!("codex/sessions/2026/10/28/rollout-2026-10-28T11-00-00-{CODEX_THREAD}.jsonl"));
2448 let meta = codex::first_meta(&codex).unwrap();
2449 assert_eq!(codex_lines(&meta, codex::records(&codex)).len(), 1);
2450 let omp: Vec<Value> = lines(&fixtures("omp/sessions/-home-dev-work-relay/2026-10-28T10-00-00-000Z_omp-relay-1.jsonl")).collect();
2451 assert_eq!(omp_lines("omp-relay-1", omp[5..].iter().cloned()).len(), 3, "the three answers after the denial's reason");
2452 }
2453
2454 #[test]
2455 fn omp_session_yields_its_denial_reason_and_answers() {
2456 let found = omp_session(&fixtures("omp/sessions/-home-dev-work-relay/2026-10-28T10-00-00-000Z_omp-relay-1.jsonl"));
2457 assert_eq!(
2458 shape(&found),
2459 [
2460 row("omp-rela-Tcall_bump", "", "bash", "only the broker client, pin the rest"),
2461 row("omp-rela-Tcall_lock", learn::ANSWER, "", "Commit"),
2462 row("omp-rela-Tcall_registry", learn::ANSWER, "", "use the internal mirror, the public one is rate limited"),
2463 row("omp-rela-Tcall_scope", learn::ANSWER, "", "scope: All crates\ntests: run only the relay tests"),
2464 ]
2465 );
2466 assert!(found.iter().all(|f| f.episode.harness == "omp" && f.episode.harness_version == "18.13.3" && f.episode.session == "omp-relay-1"));
2467 assert_eq!(found[1].episode.agent, "Commit the lockfile change?\n options: Commit | Leave it");
2468 assert_eq!(found[0].episode.task, "bump the broker client");
2469 }
2470
2471 #[test]
2472 fn opencode_2_export_yields_its_rejection_and_question_answer_and_a_dismissed_question_is_none() {
2473 let export: Value = serde_json::from_str(include_str!("../tests/fixtures/opencode/v2/session-export-question.json")).unwrap();
2474 let found = opencode_session(&export);
2475 assert_eq!(
2476 shape(&found),
2477 [
2478 row("ses_0c1a-Tcall_oc_shell", "", "shell", "no, keep the retries in the client, not in the shell script"),
2479 row("ses_0c1a-Tcall_oc_question", learn::ANSWER, "", "Backoff: Exponential\nCap: cap at 30 s, the health check gives up at 45"),
2480 ]
2481 );
2482 assert!(found.iter().all(|f| f.episode.harness == "opencode" && f.episode.harness_version.is_empty()), "2.x exports name no version");
2483 assert_eq!(found[1].episode.task, "add retries to the relay");
2484 let v1 = opencode_session(&export!("v1/correction-rejection-dismissed.json"));
2486 assert!(v1.iter().all(|f| f.episode.via.is_empty() && f.episode.harness_version == "1.17.8"));
2487 assert_eq!(v1.len(), 2, "the two prompts only");
2488 }
2489
2490 #[test]
2491 fn codex_rollout_yields_answers_only_and_never_a_spawned_agents() {
2492 let day = fixtures("codex/sessions/2026/10/28");
2493 let found = codex_session(&day.join(format!("rollout-2026-10-28T11-00-00-{CODEX_THREAD}.jsonl")));
2494 assert_eq!(shape(&found), [row("0199e0aa-Tcall_cx_settings", learn::ANSWER, "", "Config: Config file\nDefault: 3")]);
2495 let e = &found[0].episode;
2496 assert_eq!((e.harness.as_str(), e.harness_version.as_str(), e.session.as_str()), ("codex", "0.153.2", CODEX_THREAD));
2497 assert_eq!(e.task, "Make the relay retry configurable", "the injected AGENTS.md and context are not the task");
2498 assert!(e.agent.starts_with("Where should the retry settings come from?\n options: Environment (Recommended) | Config file"));
2499 assert!(codex_session(&day.join("rollout-2026-10-28T11-05-00-0199e0aa-9999-7222-8333-444455556666.jsonl")).is_empty());
2500 let q = json!({"questions": [{"id": "cfg", "question": "Where from?", "options": [{"label": "Env"}]}]});
2503 assert_eq!(answer_text(&codex_asked(&q, &json!({"answers": {}}))), None);
2504 assert_eq!(answer_text(&codex_asked(&q, &json!({"answers": {"other": {"answers": ["Env"]}}}))), None);
2505 let home = Path::new("/h");
2507 if std::env::var_os("CODEX_HOME").is_none() {
2508 assert_eq!(codex::sessions(home), home.join(".codex/sessions"));
2509 }
2510 assert_eq!(codex::rollout_of(&fixtures("codex/sessions"), CODEX_THREAD), Some(day.join(format!("rollout-2026-10-28T11-00-00-{CODEX_THREAD}.jsonl"))));
2511 assert_eq!(
2512 harness::omp::session_file(&fixtures("omp/sessions"), "omp-relay-1"),
2513 Some(fixtures("omp/sessions/-home-dev-work-relay/2026-10-28T10-00-00-000Z_omp-relay-1.jsonl"))
2514 );
2515 assert_eq!(
2516 harness::claude::session_file(&fixtures("claude/transcripts"), CLAUDE_SESSION),
2517 Some(fixtures(&format!("claude/transcripts/-home-dev-work-relay/{CLAUDE_SESSION}.jsonl")))
2518 );
2519 assert_eq!(harness::omp::session_file(&fixtures("omp/sessions"), "nope"), None);
2520 }
2521
2522 const DEV: &str = r#"{ "default": "off", "collectives": [ { "name": "dev", "paths": ["/home/dev/work"] } ] }"#;
2523
2524 fn every_harness(root: &Path, apply: bool) -> Options {
2526 let oc = root.join("opencode");
2527 std::fs::create_dir_all(&oc).unwrap();
2528 std::fs::copy(fixtures("opencode/v2/session-export-question.json"), oc.join("relay.json")).unwrap();
2529 Options {
2530 claude: Some(fixtures("claude/transcripts")),
2531 omp: Some(fixtures("omp/sessions")),
2532 opencode: Some(OpencodeFrom::Dir(oc)),
2533 codex: Some(fixtures("codex/sessions")),
2534 session: None,
2535 since: None,
2536 limit: None,
2537 apply,
2538 skip: Vec::new(),
2539 }
2540 }
2541
2542 #[test]
2543 fn backfill_reports_per_harness_and_rerunning_adds_nothing() {
2544 let root = temp("every-harness");
2545 let base = root.join("home");
2546 let cfg: Config = serde_json::from_str(DEV).unwrap();
2547 let dry = run(&every_harness(&root, false), Some(&cfg), &base, &|_| panic!("a dry run calls no model"));
2548 assert!(!base.exists(), "dry run wrote something");
2549 assert_eq!((dry.claude, dry.omp, dry.opencode, dry.codex), (1, 1, Some(1), 1), "main sessions only");
2550 let k = |h: &str| dry.harnesses.get(h).map(|k| (k.rejections, k.answers, k.prompts, k.known, k.version.clone())).unwrap();
2551 assert_eq!(k("claude"), (1, 2, 0, 0, "2.1.312".into()));
2552 assert_eq!(k("omp"), (1, 3, 0, 0, "18.13.3".into()));
2553 assert_eq!(k("opencode"), (1, 1, 0, 0, String::new()));
2554 assert_eq!(k("codex"), (0, 1, 0, 0, "0.153.2".into()));
2555 let text = render(&dry, false);
2556 assert!(text.contains("claude 2.1.312: 1 rejections, 2 answers, 0 prompts new; 0 already present\n"), "{text}");
2557 assert!(text.contains("learn cost: ~10 model calls; unknown per call"), "{text}");
2558
2559 let applied = run(&every_harness(&root, true), Some(&cfg), &base, &ask);
2560 assert_eq!(applied.collectives["dev"].new_lessons, 10);
2561 let stored: Vec<Episode> = read_jsonl(&base.join("collectives/dev/episodes.jsonl"));
2562 assert_eq!(stored.iter().filter(|e| e.via == learn::ANSWER).count(), 7);
2563 let whys: Vec<String> = crate::stats::live(&base.join("collectives/dev")).into_iter().map(|e| e.why).collect();
2564 assert_eq!(whys.iter().filter(|w| *w == learn::ANSWER).count(), 7, "answers are counted as answers: {whys:?}");
2565
2566 let snapshot = |d: &Path| files(d).into_iter().map(|f| std::fs::read_to_string(f).unwrap()).collect::<Vec<_>>();
2568 let before = snapshot(&base);
2569 let again = run(&every_harness(&root, true), Some(&cfg), &base, &|_| panic!("nothing new to learn"));
2570 assert_eq!((again.collectives["dev"].episodes, again.collectives["dev"].known), (0, 10));
2571 assert_eq!(again.harnesses["omp"].known, 4);
2572 assert_eq!(snapshot(&base), before);
2573 let _ = std::fs::remove_dir_all(root);
2574 }
2575
2576 #[test]
2577 fn a_rejection_the_hook_recorded_is_the_transcripts_too() {
2578 let root = temp("hook-and-transcript");
2579 let store = root.join("home/collectives/dev");
2580 std::fs::create_dir_all(&store).unwrap();
2581 let hook = Episode {
2583 id: "7f3c2a10-1793178071000".into(),
2584 ms: borg_trace::parse_ts("2026-10-28T09:01:11.000Z"),
2585 session: CLAUDE_SESSION.into(),
2586 rejected_tool: Some("Edit {}".into()),
2587 correction: "use exponential backoff with jitter,\n a fixed sleep hammers the broker ".into(),
2588 ..Episode::default()
2589 };
2590 std::fs::write(store.join("episodes.jsonl"), serde_json::to_string(&hook).unwrap() + "\n").unwrap();
2591 let cfg: Config = serde_json::from_str(DEV).unwrap();
2592 let one = Options { session: Some(CLAUDE_SESSION.into()), ..every_harness(&root, false) };
2593 let r = run(&one, Some(&cfg), &root.join("home"), &|_| None);
2594 assert_eq!((r.collectives["dev"].episodes, r.collectives["dev"].known), (2, 1), "the two answers are new, the rejection is held");
2595 assert_eq!(r.harnesses.keys().collect::<Vec<_>>(), ["claude"], "--session reads that session alone");
2596 assert_eq!((r.claude, r.omp, r.codex), (1, 0, 0));
2597 let _ = std::fs::remove_dir_all(root);
2598 }
2599
2600 fn opencode_dir(root: &Path) -> PathBuf {
2603 let dir = root.join("opencode");
2604 std::fs::create_dir_all(&dir).unwrap();
2605 let put = |name: &str, mut v: Value, cwd: &str| {
2606 if v["info"].get("location").is_some() {
2607 v["info"]["location"]["directory"] = json!(cwd);
2608 } else {
2609 v["info"]["directory"] = json!(cwd);
2610 }
2611 std::fs::write(dir.join(name), v.to_string()).unwrap();
2612 };
2613 let mut corp = export!("v2/session-export.json");
2616 for m in corp["messages"].as_array_mut().unwrap() {
2617 for c in m["content"].as_array_mut().into_iter().flatten().filter(|c| c["id"] == "call_1791977813763_0") {
2618 c["time"]["completed"] = json!(1791977830000i64);
2619 }
2620 }
2621 put("corp.json", corp, "/w/corp/relay");
2622 put("mine.json", export!("v1/reject-with-feedback.json"), "/w/mine/notes");
2623 put("off.json", export!("v1/correction-rejection-dismissed.json"), "/w/secret/app");
2624 put("child.json", export!("v2/session-export-child.json"), "/w/corp/relay");
2625 put("call.json", export!("v1/model-call-session.json"), "/w/corp/relay");
2626 std::fs::write(dir.join("notes.txt"), "not an export").unwrap();
2627 dir
2628 }
2629
2630 #[test]
2631 fn apply_opencode_exports_routes_episodes_learns_and_is_idempotent() {
2632 let root = temp("oc-apply");
2633 let dir = opencode_dir(&root);
2634 let base = root.join("home");
2635 let cfg: Config = serde_json::from_str(CFG).unwrap();
2636 let opts = |apply| Options {
2637 claude: None,
2638 omp: None,
2639 opencode: Some(OpencodeFrom::Dir(dir.clone())),
2640 codex: None,
2641 session: None,
2642 since: None,
2643 limit: None,
2644 apply,
2645 skip: Vec::new(),
2646 };
2647
2648 let dry = run(&opts(false), Some(&cfg), &base, &|_| panic!("a dry run calls no model"));
2649 assert_eq!((dry.scanned, dry.claude, dry.omp, dry.opencode), (3, 0, 0, Some(3)), "main sessions only");
2650 assert!(render(&dry, false).contains("sources: claude 0 sessions, omp 0, opencode 3, codex 0\n"));
2651 assert_eq!((dry.off_sessions, dry.off_episodes), (1, 2));
2652 assert!(!base.exists());
2653
2654 let r = run(&opts(true), Some(&cfg), &base, &ask);
2655 assert_eq!((r.collectives["corp"].new_lessons, r.collectives["mine"].new_lessons), (3, 1));
2656 let corp: Vec<Episode> = read_jsonl(&base.join("collectives/corp/episodes.jsonl"));
2657 assert_eq!(
2658 corp.iter().map(|e| e.correction.as_str()).collect::<Vec<_>>(),
2659 ["no, that is wrong, use a Mutex instead of the AtomicBoolean", "SHELL clean up the file", "no, do not delete files, use git rm instead"]
2660 );
2661 assert_eq!((corp[0].session.as_str(), corp[0].repo.as_str()), ("ses_ec5cd46d0ffeGGDxs4GhqC9Ifu", "relay"));
2662 let mine: Vec<Episode> = read_jsonl(&base.join("collectives/mine/episodes.jsonl"));
2663 assert_eq!(mine.len(), 1);
2664 assert_eq!(mine[0].correction, "no, that is wrong, use the AtomicBoolean compareAndSet instead");
2665 for f in files(&base) {
2666 let t = std::fs::read_to_string(&f).unwrap();
2667 assert!(!t.contains("test script") && !t.contains("CHILDTASK") && !t.contains("is_lesson"), "{}", f.display());
2668 }
2669
2670 let snapshot = |d: &Path| files(d).into_iter().map(|f| std::fs::read_to_string(f).unwrap()).collect::<Vec<_>>();
2671 let before = snapshot(&base);
2672 let again = run(&opts(true), Some(&cfg), &base, &|_| panic!("nothing new to learn"));
2673 assert_eq!((again.collectives["corp"].episodes, again.collectives["corp"].known), (0, 3));
2674 assert_eq!(snapshot(&base), before);
2675 let _ = std::fs::remove_dir_all(root);
2676 }
2677}