use std::borrow::Cow;
use std::collections::{BTreeMap, BTreeSet, HashMap, HashSet};
use std::io::{BufRead, BufReader, Write};
use std::path::{Path, PathBuf};
use serde_json::Value;
use crate::collective::{self, Config, Route};
use crate::harness::opencode;
use crate::learn::{self, Episode, Lesson};
use crate::runner;
const SAME_MS: i64 = 5_000;
pub const FLAGS: &[&str] = &[
"--apply",
"--since",
"--limit",
"--claude",
"--omp",
"--opencode",
"--from-dir",
"--plan",
"--for",
"--collective",
"--knowledge",
"--retros",
"--families",
"--decisions",
];
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
pub enum Source {
Claude,
Omp,
Opencode,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum OpencodeFrom {
Cli,
Dir(PathBuf),
}
#[derive(Debug, Clone)]
pub struct Found {
pub cwd: String,
pub task_cwd: String,
pub agent_cwd: String,
pub tool_cwd: String,
pub episode: Episode,
}
pub struct Options {
pub claude: Option<PathBuf>,
pub omp: Option<PathBuf>,
pub opencode: Option<OpencodeFrom>,
pub since: Option<i64>,
pub limit: Option<usize>,
pub apply: bool,
pub skip: Vec<String>,
}
#[derive(Debug, Default, Clone, PartialEq, Eq)]
pub struct Tally {
pub home: PathBuf,
pub may_sync: bool,
pub sessions: usize,
pub episodes: usize,
pub known: usize,
pub calls: usize,
pub new_lessons: usize,
pub merged: usize,
pub pending: usize,
}
#[derive(Debug, Default)]
pub struct Report {
pub scanned: usize,
pub claude: usize,
pub omp: usize,
pub opencode: Option<usize>,
pub collectives: BTreeMap<String, Tally>,
pub off_sessions: usize,
pub off_episodes: usize,
}
const NOTICE: &str = "want to proceed with this tool use";
fn human(t: &str) -> bool {
t.len() > 3 && !t.starts_with('<') && !t.contains("[Request interrupted")
}
fn take(s: &str, n: usize) -> String {
s.chars().take(n).collect()
}
fn tail(s: &str, n: usize) -> String {
let c: Vec<char> = s.chars().collect();
c[c.len().saturating_sub(n)..].iter().collect()
}
fn text_of(v: &Value) -> String {
match v {
Value::String(s) => s.clone(),
Value::Array(a) => a
.iter()
.filter(|b| b.get("type").is_none_or(|t| t == "text"))
.filter_map(|b| b.get("text").and_then(Value::as_str).or(b.as_str()))
.collect::<Vec<_>>()
.join("\n"),
_ => String::new(),
}
}
#[derive(Default)]
struct Replay {
session: String,
cwd: String,
task: (String, String),
said: (String, String),
denied: Option<(String, String)>,
out: Vec<Found>,
cwds: BTreeSet<String>,
}
impl Replay {
fn at(&mut self, cwd: &str) {
if self.cwd != cwd {
self.cwd = cwd.to_string();
self.cwds.insert(self.cwd.clone());
}
}
fn episode(&mut self, ms: i64, rejected_tool: Option<(String, String)>, correction: String) {
let (rejected_tool, tool_cwd) = match rejected_tool {
Some((tool, cwd)) => (Some(tool), cwd),
None => (None, self.cwd.clone()),
};
let episode = Episode {
id: format!("{}-{ms}", take(&self.session, 8)),
ms,
repo: String::new(),
session: self.session.clone(),
task: self.task.0.clone(),
agent: self.said.0.clone(),
rejected_tool,
correction,
..Episode::default()
};
self.out.push(Found { cwd: self.cwd.clone(), task_cwd: self.task.1.clone(), agent_cwd: self.said.1.clone(), tool_cwd, episode });
}
fn assistant_text(&mut self, t: &str) {
if !t.trim().is_empty() {
self.said = (tail(t.trim(), 2000), self.cwd.clone());
}
}
fn prompt(&mut self, ms: i64, t: &str) {
let t = t.trim();
if !human(t) {
return;
}
if let Some(reason) = crate::veto::enabled().then(|| crate::veto::reason_in(t)).flatten() {
self.denied = None;
self.episode(ms, None, reason);
if let Some(f) = self.out.last_mut() {
f.episode.id = format!("no-{}", f.episode.id);
f.episode.kind = crate::veto::KIND.into();
}
return;
}
if let Some(tool) = self.denied.take() {
self.episode(ms, Some(tool), take(t, 1500));
return;
}
if learn::is_correction(t) && !self.task.0.is_empty() {
self.episode(ms, None, take(t, 1500));
} else {
self.task = (take(t, 3000), self.cwd.clone());
}
}
fn tool_result(&mut self, ms: i64, is_error: bool, text: &str, tool: String) {
if !is_error {
self.denied = None; return;
}
let first: String = take(text.trim_start().lines().next().unwrap_or_default(), 200);
if let Some(said) = learn::rejection(text).filter(|_| first.contains(NOTICE)) {
self.episode(ms, Some((tool, self.cwd.clone())), said);
} else if learn::denied(text) {
self.denied = Some((tool, self.cwd.clone()));
}
}
}
fn tool_text(name: &str, input: &Value) -> String {
format!("{name} {}", take(&input.to_string(), 1500))
}
fn lines(path: &Path) -> impl Iterator<Item = Value> {
let file = std::fs::File::open(path).ok();
file.into_iter().flat_map(|f| BufReader::new(f).lines()).map_while(Result::ok).filter_map(|l| serde_json::from_str::<Value>(&l).ok())
}
fn ts(v: &Value) -> i64 {
v.get("timestamp").and_then(Value::as_str).map_or(0, borg_trace::parse_ts)
}
pub fn claude_session(path: &Path) -> Vec<Found> {
claude_replay(path).out
}
fn claude_replay(path: &Path) -> Replay {
let mut r = Replay { session: path.file_stem().map(|s| s.to_string_lossy().into_owned()).unwrap_or_default(), ..Default::default() };
let mut tools: HashMap<String, String> = HashMap::new();
for v in lines(path) {
if v.get("isSidechain").and_then(Value::as_bool) == Some(true) {
return Replay::default();
}
if let Some(c) = v.get("cwd").and_then(Value::as_str) {
r.at(c);
}
if v.get("isMeta") == Some(&Value::Bool(true)) || v.get("isCompactSummary") == Some(&Value::Bool(true)) {
continue;
}
let Some(msg) = v.get("message") else { continue };
let content = msg.get("content").unwrap_or(&Value::Null);
match v.get("type").and_then(Value::as_str) {
Some("assistant") => {
for b in content.as_array().into_iter().flatten() {
match b.get("type").and_then(Value::as_str) {
Some("text") => r.assistant_text(b.get("text").and_then(Value::as_str).unwrap_or_default()),
Some("tool_use") => {
let name = b.get("name").and_then(Value::as_str).unwrap_or_default();
let id = b.get("id").and_then(Value::as_str).unwrap_or_default();
tools.insert(id.to_string(), tool_text(name, b.get("input").unwrap_or(&Value::Null)));
}
_ => {}
}
}
}
Some("user") => {
let results: Vec<&Value> =
content.as_array().into_iter().flatten().filter(|b| b.get("type").and_then(Value::as_str) == Some("tool_result")).collect();
if results.is_empty() {
r.prompt(ts(&v), &text_of(content));
}
for b in results {
let tool = b.get("tool_use_id").and_then(Value::as_str).and_then(|id| tools.get(id)).cloned().unwrap_or_default();
let is_error = b.get("is_error").and_then(Value::as_bool) == Some(true);
r.tool_result(ts(&v), is_error, &text_of(b.get("content").unwrap_or(&Value::Null)), tool);
}
}
_ => {}
}
}
r
}
pub fn omp_session(path: &Path) -> Vec<Found> {
omp_replay(path).out
}
fn omp_replay(path: &Path) -> Replay {
let mut r = Replay { session: path.file_stem().map(|s| s.to_string_lossy().into_owned()).unwrap_or_default(), ..Default::default() };
let mut tools: HashMap<String, String> = HashMap::new();
for v in lines(path) {
match v.get("type").and_then(Value::as_str) {
Some("session") => {
if v.get("parentSession").is_some_and(|p| !p.is_null()) {
return Replay::default();
}
if let Some(c) = v.get("cwd").and_then(Value::as_str) {
r.at(c);
}
if let Some(id) = v.get("id").and_then(Value::as_str) {
r.session = id.to_string();
}
}
Some("message") => {
let Some(msg) = v.get("message") else { continue };
let content = msg.get("content").unwrap_or(&Value::Null);
match msg.get("role").and_then(Value::as_str) {
Some("user") => r.prompt(ts(&v), &text_of(content)),
Some("assistant") => {
let blocks = content.as_array().into_iter().flatten();
for b in blocks {
match b.get("type").and_then(Value::as_str) {
Some("text") => r.assistant_text(b.get("text").and_then(Value::as_str).unwrap_or_default()),
Some("toolCall") => {
let name = b.get("name").and_then(Value::as_str).unwrap_or_default();
let id = b.get("id").and_then(Value::as_str).unwrap_or_default();
tools.insert(id.to_string(), tool_text(name, b.get("arguments").unwrap_or(&Value::Null)));
}
_ => {}
}
}
}
Some("toolResult") => {
let tool = msg.get("toolCallId").and_then(Value::as_str).and_then(|id| tools.get(id)).cloned().unwrap_or_default();
let is_error = msg.get("isError").and_then(Value::as_bool) == Some(true);
r.tool_result(ts(&v), is_error, &text_of(content), tool);
}
_ => {}
}
}
_ => {}
}
}
r
}
const OC_REJECTED: &str = "The user rejected permission to use this specific tool call.";
const OC_FEEDBACK: &str = "The user rejected permission to use this specific tool call with the following feedback:";
const OC_DECLINED: &str = "The user declined this tool call";
const OC_AUTO_REJECTED: &str = "This non-interactive run cannot ask the user for permission, so the request was rejected. Continue without this action.";
const DENIED: &str = "The user doesn't want to proceed with this tool use.";
fn canonical(kind: Option<&str>, message: &str) -> String {
let m = message.trim();
let said = |words: &str| {
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}")
};
match kind {
None if m == OC_REJECTED => DENIED.into(),
None => m.strip_prefix(OC_FEEDBACK).map_or_else(|| m.to_string(), |w| said(w.trim())),
Some("aborted") if m == OC_DECLINED => DENIED.into(),
Some("permission.rejected") if m == OC_AUTO_REJECTED => m.into(),
Some("permission.rejected") if m.is_empty() => DENIED.into(),
Some("permission.rejected") => said(m),
_ => m.into(),
}
}
fn unquote(t: &str) -> Cow<'_, str> {
let Some(inner) = t.trim().strip_prefix('"').and_then(|s| s.strip_suffix('"')) else { return t.into() };
if inner.match_indices('"').any(|(i, _)| !inner[..i].ends_with('\\')) {
return t.into();
}
inner.replace("\\\"", "\"").into()
}
#[derive(Debug, PartialEq)]
enum Step {
Prompt(i64, String),
Said(String),
Tool(i64, Option<String>, String),
}
fn tool_step(ms: i64, name: &Value, state: &Value) -> Option<Step> {
let tool = tool_text(name.as_str().unwrap_or_default(), &state["input"]);
let (kind, message) = match &state["error"] {
Value::String(s) => (None, s.as_str()),
e => (e["type"].as_str(), e["message"].as_str().unwrap_or_default()),
};
match state["status"].as_str() {
Some("completed") => Some(Step::Tool(ms, None, tool)),
Some("error") => Some(Step::Tool(ms, Some(canonical(kind, message)), tool)),
_ => None,
}
}
fn opencode_steps(m: &Value) -> Vec<Step> {
let spoken = |p: &&Value| p["type"] == "text" && p["synthetic"] != true && p["ignored"] != true;
let text = |p: &Value| p["text"].as_str().unwrap_or_default().to_string();
if let Some(info) = m.get("info") {
let ms = info["time"]["created"].as_i64().unwrap_or(0);
let parts = m["parts"].as_array().map(Vec::as_slice).unwrap_or_default();
let error = |p: &Value| p["state"]["error"].as_str().unwrap_or_default().trim().to_string();
let worded = parts.iter().any(|p| error(p).starts_with(OC_FEEDBACK));
return match info["role"].as_str() {
Some("user") if !parts.iter().any(|p| p["metadata"]["borg"] == true) => {
vec![Step::Prompt(ms, parts.iter().filter(spoken).map(text).collect::<Vec<_>>().join("\n"))]
}
Some("assistant") => by_completion(
parts
.iter()
.filter_map(|p| match p["type"].as_str() {
Some("tool") if worded && error(p) == OC_REJECTED => None,
Some("tool") => tool_step(p["state"]["time"]["end"].as_i64().unwrap_or(ms), &p["tool"], &p["state"]),
_ => spoken(&p).then(|| Step::Said(text(p))),
})
.collect(),
),
_ => Vec::new(),
};
}
let ms = m["time"]["created"].as_i64().unwrap_or(0);
match m["type"].as_str() {
Some("user") if m["metadata"]["borg"] != true => vec![Step::Prompt(ms, text(m))],
Some("assistant") => by_completion(
m["content"]
.as_array()
.into_iter()
.flatten()
.filter_map(|c| match c["type"].as_str() {
Some("text") => Some(Step::Said(text(c))),
Some("tool") => tool_step(c["time"]["completed"].as_i64().unwrap_or(ms), &c["name"], &c["state"]),
_ => None,
})
.collect(),
),
_ => Vec::new(),
}
}
fn by_completion(mut steps: Vec<Step>) -> Vec<Step> {
for run in steps.split_mut(|s| matches!(s, Step::Said(_))) {
run.sort_by_key(|s| match s {
Step::Tool(ms, ..) => *ms,
_ => 0,
});
}
steps
}
fn engineers_session(export: &Value) -> bool {
let info = &export["info"];
info.is_object() && info.get("parentID").is_none_or(Value::is_null) && info["title"] != runner::OPENCODE_TITLE
}
pub fn opencode_session(export: &Value) -> Vec<Found> {
if !engineers_session(export) {
return Vec::new();
}
let info = &export["info"];
let mut r = Replay { session: info["id"].as_str().unwrap_or_default().to_string(), ..Default::default() };
r.at(info["directory"].as_str().or(info["location"]["directory"].as_str()).unwrap_or_default());
for step in export["messages"].as_array().into_iter().flatten().flat_map(opencode_steps) {
match step {
Step::Prompt(ms, t) => r.prompt(ms, &unquote(&t)),
Step::Said(t) => r.assistant_text(&t),
Step::Tool(ms, error, tool) => r.tool_result(ms, error.is_some(), error.as_deref().unwrap_or_default(), tool),
}
}
r.out
}
pub type Exec<'a> = &'a dyn Fn(&[String], &Path) -> Option<Vec<u8>>;
fn strings(xs: &[&str]) -> Vec<String> {
xs.iter().map(|x| x.to_string()).collect()
}
fn db_args(since: Option<i64>) -> Vec<String> {
let since = since.map(|ms| format!(" AND time_updated >= {ms}")).unwrap_or_default();
let title = runner::OPENCODE_TITLE.replace('\'', "''");
let sql = format!("SELECT id FROM session WHERE parent_id IS NULL AND title != '{title}'{since} ORDER BY time_created");
let mut a = strings(&["db", "--pure", "--format", "json"]);
a.push(sql);
a
}
fn list_args(v2: bool) -> Vec<String> {
strings(&["session", "list", if v2 { "--standalone" } else { "--pure" }, "--format", "json", "-n", "100000"])
}
fn ids_of(out: &[u8], since: Option<i64>) -> Option<Vec<String>> {
let rows: Vec<Value> = serde_json::from_slice(out).ok()?;
let recent = |r: &Value| since.is_none_or(|s| r["updated"].as_i64().is_none_or(|u| u >= s));
Some(rows.iter().filter(|r| r["title"] != runner::OPENCODE_TITLE && recent(r)).filter_map(|r| Some(r["id"].as_str()?.to_string())).collect())
}
fn collective_dirs(cfg: Option<&Config>) -> BTreeSet<PathBuf> {
cfg.into_iter().flat_map(|c| &c.collectives).flat_map(|c| &c.paths).flat_map(|p| with_repos(collective::expand(p))).collect()
}
fn with_repos(dir: PathBuf) -> Vec<PathBuf> {
let repo = |d: &Path| d.join(".git").exists();
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() };
let mut out = Vec::new();
if !dir.ancestors().any(repo) {
for child in subdirs(&dir) {
match repo(&child) {
true => out.push(child),
false => out.extend(subdirs(&child).into_iter().filter(|g| repo(g))),
}
}
}
out.push(dir);
out
}
fn projects(dirs: &BTreeSet<PathBuf>) -> Vec<PathBuf> {
let root = |d: &Path| d.ancestors().find(|a| a.join(".git").exists()).unwrap_or(d).to_path_buf();
dirs.iter().filter(|d| d.is_dir()).map(|d| root(d)).collect::<BTreeSet<_>>().into_iter().collect()
}
fn cli_sessions(v2: bool, since: Option<i64>, known: &BTreeSet<PathBuf>, exec: Exec, each: &mut dyn FnMut(&Value)) {
let tmp = std::env::temp_dir();
if v2 {
eprintln!(
"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)"
);
}
let queried = if v2 { None } else { exec(&db_args(since), &tmp).and_then(|o| ids_of(&o, since)) };
let listed: Vec<(String, PathBuf)> = match queried {
Some(ids) => ids.into_iter().map(|id| (id, tmp.clone())).collect(),
None => {
if !v2 {
eprintln!("borg assimilate: `opencode db` failed; reading the opencode sessions of known projects only");
}
let mut seen = HashSet::new();
let mut out = Vec::new();
for dir in projects(known) {
for id in exec(&list_args(v2), &dir).and_then(|o| ids_of(&o, since)).unwrap_or_default() {
if seen.insert(id.clone()) {
out.push((id, dir.clone()));
}
}
}
out
}
};
if !listed.is_empty() {
eprintln!("borg assimilate: exporting {} opencode sessions", listed.len());
}
for (id, dir) in listed {
if let Some(v) = exec(&opencode::export_args(v2, &id), &dir).and_then(|o| serde_json::from_slice::<Value>(&o).ok()) {
each(&v);
}
}
}
fn dir_sessions(dir: &Path, each: &mut dyn FnMut(&Value)) {
let mut files: Vec<PathBuf> =
std::fs::read_dir(dir).into_iter().flatten().flatten().map(|e| e.path()).filter(|p| p.extension().is_some_and(|x| x == "json")).collect();
files.sort();
for f in files {
if let Some(v) = std::fs::read(&f).ok().and_then(|b| serde_json::from_slice::<Value>(&b).ok()) {
each(&v);
}
}
}
fn session_files(root: &Path) -> Vec<PathBuf> {
let mut out = Vec::new();
for slug in std::fs::read_dir(root).into_iter().flatten().flatten() {
if !slug.file_type().is_ok_and(|t| t.is_dir()) {
continue;
}
for f in std::fs::read_dir(slug.path()).into_iter().flatten().flatten() {
let p = f.path();
if f.file_type().is_ok_and(|t| t.is_file()) && p.extension().is_some_and(|x| x == "jsonl") {
out.push(p);
}
}
}
out.sort();
out
}
pub fn skip_words() -> Vec<String> {
std::env::var("BORG_ASSIMILATE_SKIP").unwrap_or_default().split(',').map(|w| w.trim().to_lowercase()).filter(|w| !w.is_empty()).collect()
}
pub fn mentions(text: &str, words: &[String]) -> bool {
!words.is_empty() && {
let t = text.to_lowercase();
words.iter().any(|w| t.contains(w.as_str()))
}
}
fn obsolete(f: &Found, words: &[String]) -> bool {
let e = &f.episode;
[&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()]
.iter()
.any(|s| mentions(s, words))
}
fn read_jsonl<T: for<'de> serde::Deserialize<'de>>(path: &Path) -> Vec<T> {
std::fs::read_to_string(path).unwrap_or_default().lines().filter_map(|l| serde_json::from_str(l).ok()).collect()
}
fn waiting(home: &Path) -> usize {
let done: HashSet<String> = learn::lessons(&home.join("lessons.jsonl")).into_iter().flat_map(|l: Lesson| l.episodes).collect();
let skipped: HashSet<String> = std::fs::read_to_string(home.join("episodes-not-lessons.txt")).unwrap_or_default().lines().map(str::to_string).collect();
read_jsonl::<Episode>(&home.join("episodes.jsonl")).iter().filter(|e| !done.contains(&e.id) && !skipped.contains(&e.id)).count()
}
fn repo_of(cwd: &str) -> String {
borg_trace::repo_key(cwd).rsplit('/').next().unwrap_or_default().to_string()
}
pub fn run(opts: &Options, cfg: Option<&Config>, base: &Path, ask: &dyn Fn(&str) -> Option<Value>) -> Report {
let mut report = Report::default();
let mut found: Vec<Found> = Vec::new();
let mut known = collective_dirs(cfg);
for (root, source) in [(&opts.claude, Source::Claude), (&opts.omp, Source::Omp)] {
let Some(root) = root else { continue };
for f in session_files(root) {
let r = match source {
Source::Claude => claude_replay(&f),
_ => omp_replay(&f),
};
*(if source == Source::Claude { &mut report.claude } else { &mut report.omp }) += 1;
known.extend(r.cwds.iter().map(PathBuf::from));
found.extend(r.out);
}
}
if let Some(from) = &opts.opencode {
let mut n = 0;
let mut each = |v: &Value| {
if engineers_session(v) {
n += 1;
found.extend(opencode_session(v));
}
};
match from {
OpencodeFrom::Dir(d) => dir_sessions(d, &mut each),
OpencodeFrom::Cli => {
let v2 = runner::opencode() == runner::Opencode::V2;
cli_sessions(v2, opts.since, &known, &|a, d| opencode::cli(v2, None, a, d), &mut each)
}
}
report.opencode = Some(n);
}
report.scanned = report.claude + report.omp + report.opencode.unwrap_or(0);
found.retain(|f| !obsolete(f, &opts.skip) && opts.since.is_none_or(|s| f.episode.ms >= s));
found.sort_by_key(|f| f.episode.ms);
let collective_of = |cwd: &str| match collective::route(cfg, cwd, base) {
Route::Off => None,
Route::Collective { name, .. } => Some(name),
};
let mut by: BTreeMap<String, (PathBuf, bool, Vec<Found>)> = BTreeMap::new();
let mut off_sessions = HashSet::new();
for mut f in found {
match collective::route(cfg, &f.cwd, base) {
Route::Off => {
report.off_episodes += 1;
off_sessions.insert(f.episode.session.clone());
}
r @ Route::Collective { .. } => {
let may = collective::may_sync(&r);
let Route::Collective { name, home, .. } = r else { unreachable!() };
let here = Some(name.as_str());
if collective_of(&f.task_cwd).as_deref() != here {
f.episode.task.clear();
}
if collective_of(&f.agent_cwd).as_deref() != here {
f.episode.agent.clear();
}
if collective_of(&f.tool_cwd).as_deref() != here {
f.episode.rejected_tool = None;
}
by.entry(name).or_insert_with(|| (home, may, Vec::new())).2.push(f);
}
}
}
report.off_sessions = off_sessions.len();
let mut tallies: BTreeMap<String, (Tally, Vec<Found>)> = BTreeMap::new();
for (name, (home, may_sync, eps)) in by {
let mut known: HashMap<String, Vec<i64>> = HashMap::new();
for e in read_jsonl::<Episode>(&home.join("episodes.jsonl")) {
known.entry(e.session).or_default().push(e.ms);
}
let mut t = Tally { home, may_sync, ..Default::default() };
let mut fresh = Vec::new();
for f in eps {
let seen = known.entry(f.episode.session.clone()).or_default();
if seen.iter().any(|ms| (ms - f.episode.ms).abs() < SAME_MS) {
t.known += 1;
continue;
}
seen.push(f.episode.ms);
fresh.push(f);
}
tallies.insert(name, (t, fresh));
}
if let Some(n) = opts.limit {
let mut newest: Vec<(i64, String, usize)> =
tallies.iter().flat_map(|(name, (_, fresh))| fresh.iter().enumerate().map(move |(i, f)| (f.episode.ms, name.clone(), i))).collect();
newest.sort_by_key(|(ms, ..)| std::cmp::Reverse(*ms));
let keep: HashSet<(String, usize)> = newest.into_iter().take(n).map(|(_, name, i)| (name, i)).collect();
for (name, (_, fresh)) in tallies.iter_mut() {
let mut i = 0;
fresh.retain(|_| {
i += 1;
keep.contains(&(name.clone(), i - 1))
});
}
}
let mut engineers: HashMap<String, String> = HashMap::new();
for (name, (mut t, mut fresh)) in tallies {
let ep_path = t.home.join("episodes.jsonl");
t.sessions = fresh.iter().map(|f| &f.episode.session).collect::<HashSet<_>>().len();
t.episodes = fresh.len();
t.calls = fresh.len() + waiting(&t.home);
if opts.apply {
if !fresh.is_empty() && append(&ep_path, &mut fresh, &mut engineers).is_err() {
eprintln!("borg assimilate: cannot write {}", ep_path.display());
}
eprintln!("learning {name}: one model call per episode, in order (each sees the lessons before it)");
(t.new_lessons, t.merged, t.pending) = learn::learn_in_reporting(&t.home, None, ask, learn::learning(), learn::now_ms(), &mut learn::print_step);
crate::vectors::refresh(&t.home.join("lessons.jsonl"));
}
report.collectives.insert(name, t);
}
report
}
fn append(path: &Path, eps: &mut [Found], engineers: &mut HashMap<String, String>) -> std::io::Result<()> {
if let Some(d) = path.parent() {
std::fs::create_dir_all(d)?;
}
let mut f = std::fs::OpenOptions::new().create(true).append(true).open(path)?;
for x in eps {
x.episode.repo = repo_of(&x.cwd);
x.episode.engineer = engineers.entry(x.cwd.clone()).or_insert_with(|| learn::engineer(&x.cwd)).clone();
writeln!(f, "{}", serde_json::to_string(&x.episode)?)?;
if let Some(store) = path.parent() {
learn::count_correction(store, &x.episode);
if x.episode.kind == crate::veto::KIND {
crate::stats::count(store, crate::stats::VETO, &x.episode.session, |ev| {
ev.ms = x.episode.ms;
ev.engineer.clone_from(&x.episode.engineer);
ev.repo.clone_from(&x.episode.repo);
ev.why = "prompt".into();
ev.text = crate::stats::excerpt(&x.episode.correction, 160);
});
}
}
}
Ok(())
}
pub fn render(r: &Report, apply: bool) -> String {
let mut s = format!("{} sessions scanned{}\n", r.scanned, if apply { "" } else { " (dry run: nothing written; --apply to assimilate)" });
let opencode = r.opencode.map_or("opencode not installed".to_string(), |n| format!("opencode {n}"));
s.push_str(&format!("sources: claude {} sessions, omp {}, {opencode}\n", r.claude, r.omp));
for (name, t) in &r.collectives {
let sync = if t.may_sync { "team" } else { "local, never syncs" };
s.push_str(&format!("{name} ({sync}) {}: {} new episodes from {} sessions, {} already known", t.home.display(), t.episodes, t.sessions, t.known));
if apply {
s.push_str(&format!("; {} new lessons, {} merged", t.new_lessons, t.merged));
if t.pending > 0 {
s.push_str(&format!("; {} still pending (model unavailable), re-run to retry", t.pending));
}
s.push('\n');
} else {
s.push_str(&format!("; ~{} model calls to learn\n", t.calls));
}
}
s.push_str(&format!("off: {} episodes in {} sessions skipped (not stored)\n", r.off_episodes, r.off_sessions));
if !apply {
s.push_str("Dry run: nothing was written. Run `borg assimilate --apply` to learn these episodes.\n");
}
s
}
fn parse_date(d: &str) -> Option<i64> {
let full = if d.len() == 10 { format!("{d}T00:00:00Z") } else { d.to_string() };
let ms = borg_trace::parse_ts(&full);
(ms > 0).then_some(ms)
}
const USAGE: &str = "usage: borg assimilate [--apply] [--claude DIR] [--omp DIR] [--opencode DIR] [--since YYYY-MM-DD] [--limit N]";
pub fn main(args: &[&str], ask: &dyn Fn(&str) -> Option<Value>) -> i32 {
let flag = |f: &str| args.iter().position(|a| *a == f).and_then(|i| args.get(i + 1)).copied();
let home = PathBuf::from(std::env::var("HOME").unwrap_or_default());
let dir = |f: &str, default: &str| Some(flag(f).map(PathBuf::from).unwrap_or_else(|| home.join(default)));
let since = match flag("--since").map(parse_date) {
Some(None) => {
eprintln!("borg assimilate: --since wants YYYY-MM-DD\n{USAGE}");
return 2;
}
s => s.flatten(),
};
let limit = match flag("--limit").map(str::parse::<usize>) {
Some(Err(_)) => {
eprintln!("borg assimilate: --limit wants a number\n{USAGE}");
return 2;
}
l => l.and_then(Result::ok),
};
let opts = Options {
claude: dir("--claude", ".claude/projects"),
omp: dir("--omp", ".omp/agent/sessions"),
opencode: flag("--opencode").map(|d| OpencodeFrom::Dir(d.into())).or_else(|| runner::on_path("opencode").then_some(OpencodeFrom::Cli)),
since,
limit,
apply: args.contains(&"--apply"),
skip: skip_words(),
};
let cfg = match collective::load() {
Ok(c) => c,
Err(e) => {
eprintln!("borg assimilate: invalid collectives config ({e}): every repo is off, nothing to assimilate");
return 1;
}
};
let report = run(&opts, cfg.as_ref(), &learn::home(), ask);
print!("{}", render(&report, opts.apply));
0
}
#[cfg(test)]
mod tests {
use super::*;
use serde_json::json;
fn temp(name: &str) -> PathBuf {
let d = std::env::temp_dir().join(format!("borg-assimilate-{name}-{}", std::process::id()));
let _ = std::fs::remove_dir_all(&d);
std::fs::create_dir_all(&d).unwrap();
d
}
fn write(path: &Path, rows: &[Value]) {
std::fs::create_dir_all(path.parent().unwrap()).unwrap();
std::fs::write(path, rows.iter().map(|r| r.to_string() + "\n").collect::<String>()).unwrap();
}
fn user(cwd: &str, t: &str, text: &str) -> Value {
json!({"type": "user", "cwd": cwd, "timestamp": t, "message": {"role": "user", "content": text}})
}
fn says(cwd: &str, t: &str, text: &str) -> Value {
json!({"type": "assistant", "cwd": cwd, "timestamp": t, "message": {"content": [{"type": "text", "text": text}]}})
}
fn tool_use(cwd: &str, t: &str, id: &str) -> Value {
json!({"type": "assistant", "cwd": cwd, "timestamp": t,
"message": {"content": [{"type": "tool_use", "id": id, "name": "Bash", "input": {"command": "rm -rf build"}}]}})
}
fn result(cwd: &str, t: &str, id: &str, is_error: bool, text: &str) -> Value {
json!({"type": "user", "cwd": cwd, "timestamp": t,
"message": {"content": [{"type": "tool_result", "tool_use_id": id, "is_error": is_error, "content": text}]}})
}
fn ask(p: &str) -> Option<Value> {
let c = p.split("## Engineer's correction\n").nth(1)?.lines().next()?.to_string();
Some(json!({"is_lesson": true, "question": format!("Q {c}"), "situations": [], "consequence": "c", "same_as": ""}))
}
const CFG: &str = r#"{ "default": "off", "off": ["/w/secret"],
"collectives": [ { "name": "corp", "paths": ["/w/corp"] }, { "name": "mine", "paths": ["/w/mine"], "share": "local" } ] }"#;
fn fixture(root: &Path) -> (PathBuf, PathBuf) {
let (claude, omp) = (root.join("claude"), root.join("omp"));
let c = "/w/corp/app";
write(
&claude.join("-w-corp-app/s-corp-1.jsonl"),
&[
user(c, "2026-09-01T10:00:00.000Z", "add a retry to the relay"),
says(c, "2026-09-01T10:00:05.000Z", "I'll wrap delivery in a ReentrantLock."),
user(c, "2026-09-01T10:01:00.000Z", "no, check the TOCTOU on the closed flag first"),
tool_use(c, "2026-09-01T10:02:00.000Z", "t1"),
result(
c,
"2026-09-01T10:02:01.000Z",
"t1",
true,
"Exit code 1\nold log: The user doesn't want to proceed with this tool use. the user said: never touch prod",
),
tool_use(c, "2026-09-01T10:03:00.000Z", "t2"),
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"),
],
);
let m = "/w/mine/notes";
write(
&claude.join("-w-mine-notes/s-mine-1.jsonl"),
&[
user(m, "2026-09-02T09:00:00.000Z", "clean the build"),
says(m, "2026-09-02T09:00:01.000Z", "Removing build/."),
tool_use(m, "2026-09-02T09:00:02.000Z", "t1"),
result(
m,
"2026-09-02T09:00:03.000Z",
"t1",
true,
"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",
),
],
);
let s = "/w/secret/diary";
write(
&claude.join("-w-secret-diary/s-off-1.jsonl"),
&[
user(s, "2026-09-03T09:00:00.000Z", "summarise the week"),
says(s, "2026-09-03T09:00:01.000Z", "Here is a summary."),
user(s, "2026-09-03T09:01:00.000Z", "no, don't mention the doctor"),
],
);
write(
&claude.join("-w-corp-app/s-corp-1/subagents/a.jsonl"),
&[user(c, "2026-09-01T10:00:00.000Z", "task"), user(c, "2026-09-01T10:00:09.000Z", "no, wrong file")],
);
write(
&omp.join("-w-corp-svc/2026-09-04_x.jsonl"),
&[
json!({"type": "session", "id": "omp-sess-1", "cwd": "/w/corp/svc", "timestamp": "2026-09-04T08:00:00.000Z"}),
json!({"type": "message", "timestamp": "2026-09-04T08:00:01.000Z", "message": {"role": "user", "content": [{"type": "text", "text": "bump the dependency"}]}}),
json!({"type": "message", "timestamp": "2026-09-04T08:00:02.000Z", "message": {"role": "assistant", "content": [
{"type": "text", "text": "Running cargo update."}, {"type": "toolCall", "id": "c1", "name": "bash", "arguments": {"command": "cargo update"}}]}}),
json!({"type": "message", "timestamp": "2026-09-04T08:00:03.000Z", "message": {"role": "toolResult", "toolCallId": "c1", "isError": true,
"content": [{"type": "text", "text": "Tool call denied by user: bash"}]}}),
json!({"type": "message", "timestamp": "2026-09-04T08:00:09.000Z", "message": {"role": "user", "content": [{"type": "text", "text": "only the one crate, pin the rest"}]}}),
json!({"type": "message", "timestamp": "2026-09-04T08:01:00.000Z", "message": {"role": "user", "content": [{"type": "text", "text": "no, the OldProject client too"}]}}),
],
);
(claude, omp)
}
fn opts(claude: &Path, omp: &Path, apply: bool) -> Options {
Options { claude: Some(claude.into()), omp: Some(omp.into()), opencode: None, since: None, limit: None, apply, skip: vec!["oldproject".into()] }
}
fn files(dir: &Path) -> Vec<PathBuf> {
borg_trace::jsonl_files(dir)
}
#[test]
fn echoed_rejection_in_tool_output_is_not_a_correction() {
let root = temp("echo");
let (claude, _) = fixture(&root);
let eps = claude_session(&claude.join("-w-corp-app/s-corp-1.jsonl"));
let said: Vec<&str> = eps.iter().map(|f| f.episode.correction.as_str()).collect();
assert_eq!(said, ["no, check the TOCTOU on the closed flag first"], "only the real prompt correction");
let e = &eps[0].episode;
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"));
assert_eq!(e.ms, borg_trace::parse_ts("2026-09-01T10:01:00.000Z"));
assert!(claude_session(&claude.join("-w-corp-app/s-corp-1/subagents/a.jsonl")).len() == 1, "parser itself is neutral");
let _ = std::fs::remove_dir_all(root);
}
#[test]
fn a_veto_prompt_is_replayed_as_the_hook_reads_it() {
let mut r = Replay { session: "sess-veto-1".into(), ..Default::default() };
r.prompt(1, "fix the merge lookup");
r.prompt(2, "borg no: never read the commit log");
r.prompt(3, "no, use the review API");
r.denied = Some(("Bash git log".into(), String::new()));
r.prompt(5, "borg no, stop reading history");
let eps: Vec<&Episode> = r.out.iter().map(|f| &f.episode).collect();
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();
assert_eq!(
got,
[
("no-sess-vet-2", crate::veto::KIND, "fix the merge lookup", "never read the commit log"),
("sess-vet-3", "", "fix the merge lookup", "no, use the review API"),
("no-sess-vet-5", crate::veto::KIND, "fix the merge lookup", "stop reading history"),
]
);
assert!(eps.iter().all(|e| e.rejected_tool.is_none()) && r.denied.is_none());
}
#[test]
fn dry_run_writes_nothing_and_counts_per_collective() {
let root = temp("dry");
let (claude, omp) = fixture(&root);
let base = root.join("home");
let cfg: Config = serde_json::from_str(CFG).unwrap();
let r = run(&opts(&claude, &omp, false), Some(&cfg), &base, &|_| panic!("a dry run calls no model"));
assert!(!base.exists(), "dry run wrote something");
assert_eq!(r.scanned, 4, "main sessions only");
let corp = &r.collectives["corp"];
assert_eq!((corp.sessions, corp.episodes, corp.calls, corp.may_sync), (2, 2, 2, true));
let mine = &r.collectives["mine"];
assert_eq!((mine.sessions, mine.episodes, mine.may_sync), (1, 1, false));
assert_eq!((r.off_sessions, r.off_episodes), (1, 1));
assert!(render(&r, false).contains("dry run"));
assert!(render(&r, false).trim_end().ends_with("to learn these episodes."));
assert!(!render(&r, true).contains("Dry run"));
let _ = std::fs::remove_dir_all(root);
}
#[test]
fn apply_routes_episodes_learns_and_is_idempotent() {
let root = temp("apply");
let (claude, omp) = fixture(&root);
let base = root.join("home");
let cfg: Config = serde_json::from_str(CFG).unwrap();
let r = run(&opts(&claude, &omp, true), Some(&cfg), &base, &ask);
assert_eq!((r.collectives["corp"].new_lessons, r.collectives["mine"].new_lessons), (2, 1));
let corp: Vec<Episode> = read_jsonl(&base.join("collectives/corp/episodes.jsonl"));
let said: Vec<&str> = corp.iter().map(|e| e.correction.as_str()).collect();
assert_eq!(said, ["no, check the TOCTOU on the closed flag first", "only the one crate, pin the rest"]);
assert_eq!(corp[1].rejected_tool.as_deref(), Some(r#"bash {"command":"cargo update"}"#), "a denial's reason is the next prompt");
assert_eq!((corp[1].session.as_str(), corp[1].repo.as_str()), ("omp-sess-1", "svc"));
let mine: Vec<Episode> = read_jsonl(&base.join("collectives/mine/episodes.jsonl"));
assert_eq!(mine.len(), 1);
assert_eq!(mine[0].correction, "keep the cache dir");
assert!(mine[0].rejected_tool.as_deref().unwrap().starts_with("Bash "));
for f in files(&base) {
let t = std::fs::read_to_string(&f).unwrap();
assert!(!t.contains("doctor") && !t.contains("diary") && !t.to_lowercase().contains("oldproject"), "{}", f.display());
}
assert_eq!(learn::lessons(&base.join("collectives/corp/lessons.jsonl")).len(), 2);
let snapshot = |d: &Path| files(d).into_iter().map(|f| std::fs::read_to_string(f).unwrap()).collect::<Vec<_>>();
let before = snapshot(&base);
let again = run(&opts(&claude, &omp, true), Some(&cfg), &base, &|_| panic!("nothing new to learn"));
assert_eq!((again.collectives["corp"].episodes, again.collectives["corp"].known), (0, 2));
assert_eq!(snapshot(&base), before);
let _ = std::fs::remove_dir_all(root);
}
#[test]
fn off_repo_leaves_nothing_and_live_episodes_are_not_duplicated() {
let root = temp("off");
let (claude, omp) = fixture(&root);
let base = root.join("home");
let only_off: Config = serde_json::from_str(r#"{"default": "off", "off": ["/w"]}"#).unwrap();
let r = run(&opts(&claude, &omp, true), Some(&only_off), &base, &|_| panic!("off calls no model"));
assert!(r.collectives.is_empty() && !base.exists());
assert_eq!(r.off_episodes, 4);
let corp = base.join("collectives/corp");
std::fs::create_dir_all(&corp).unwrap();
let live = Episode {
id: "s-corp-1-live".into(),
ms: borg_trace::parse_ts("2026-09-01T10:01:00.800Z"),
repo: "app".into(),
session: "s-corp-1".into(),
task: String::new(),
agent: String::new(),
rejected_tool: None,
correction: "no".into(),
..Episode::default()
};
std::fs::write(corp.join("episodes.jsonl"), serde_json::to_string(&live).unwrap() + "\n").unwrap();
let cfg: Config = serde_json::from_str(CFG).unwrap();
let since = Options { since: parse_date("2026-09-01"), limit: Some(10), ..opts(&claude, &omp, false) };
let r = run(&since, Some(&cfg), &base, &|_| None);
assert_eq!((r.collectives["corp"].episodes, r.collectives["corp"].known, r.collectives["corp"].calls), (1, 1, 2));
let late = Options { since: parse_date("2026-09-04"), ..opts(&claude, &omp, false) };
assert!(!run(&late, Some(&cfg), &base, &|_| None).collectives.contains_key("mine"));
let one = Options { limit: Some(1), ..opts(&claude, &omp, false) };
assert_eq!(run(&one, Some(&cfg), &base, &|_| None).collectives.values().map(|t| t.episodes).sum::<usize>(), 1);
let _ = std::fs::remove_dir_all(root);
}
#[test]
fn limit_works_through_the_history_in_batches() {
let root = temp("limit");
let (claude, omp) = fixture(&root);
let base = root.join("home");
let cfg: Config = serde_json::from_str(CFG).unwrap();
let one = Options { limit: Some(1), ..opts(&claude, &omp, true) };
let stored = || -> Vec<String> {
["corp", "mine"].iter().flat_map(|c| read_jsonl::<Episode>(&base.join(format!("collectives/{c}/episodes.jsonl")))).map(|e| e.correction).collect()
};
run(&one, Some(&cfg), &base, &ask);
assert_eq!(stored(), ["only the one crate, pin the rest"]);
run(&one, Some(&cfg), &base, &ask);
assert_eq!(stored(), ["only the one crate, pin the rest", "keep the cache dir"], "the second batch is the next episode");
run(&one, Some(&cfg), &base, &ask);
let last = run(&one, Some(&cfg), &base, &|_| panic!("nothing left to learn"));
assert_eq!(stored().len(), 3);
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));
let _ = std::fs::remove_dir_all(root);
}
#[test]
fn state_from_an_off_repo_never_reaches_a_collective() {
let root = temp("moved");
let claude = root.join("claude");
let (s, c) = ("/w/secret/notes", "/w/corp/app");
write(
&claude.join("-w-secret-notes/s-moved-1.jsonl"),
&[
user(s, "2026-09-05T09:00:00.000Z", "summarise my therapy notes"),
says(s, "2026-09-05T09:00:01.000Z", "Reading the therapy notes now."),
tool_use(s, "2026-09-05T09:00:02.000Z", "t1"),
result(
s,
"2026-09-05T09:00:03.000Z",
"t1",
true,
"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.",
),
user(c, "2026-09-05T09:05:00.000Z", "never read files outside the repo"),
user(c, "2026-09-05T09:06:00.000Z", "no, use the relay config instead"),
says(c, "2026-09-05T09:06:30.000Z", "Switching to the relay config."),
user(c, "2026-09-05T09:07:00.000Z", "no, the staging one"),
],
);
let base = root.join("home");
let cfg: Config = serde_json::from_str(CFG).unwrap();
let r =
run(&Options { claude: Some(claude), omp: None, opencode: None, since: None, limit: None, apply: true, skip: Vec::new() }, Some(&cfg), &base, &ask);
assert_eq!(r.collectives["corp"].episodes, 3);
let corp: Vec<Episode> = read_jsonl(&base.join("collectives/corp/episodes.jsonl"));
let t = std::fs::read_to_string(base.join("collectives/corp/episodes.jsonl")).unwrap();
assert!(!t.contains("therapy") && !t.contains("rm -rf"), "off text in the team store: {t}");
assert_eq!((corp[0].task.as_str(), corp[0].agent.as_str(), corp[0].rejected_tool.as_ref()), ("", "", None));
assert_eq!((corp[0].correction.as_str(), corp[1].task.as_str()), ("never read files outside the repo", ""));
assert_eq!((corp[2].task.as_str(), corp[2].agent.as_str()), ("", "Switching to the relay config."));
for f in files(&base) {
assert!(!std::fs::read_to_string(&f).unwrap().contains("therapy"), "{}", f.display());
}
let _ = std::fs::remove_dir_all(root);
}
macro_rules! export {
($f:literal) => {
serde_json::from_str::<Value>(include_str!(concat!("../tests/fixtures/opencode/", $f))).unwrap()
};
}
fn say_v1(mut export: Value, ms: i64, text: &str) -> Value {
let m = json!({"info": {"role": "user", "time": {"created": ms}}, "parts": [{"type": "text", "text": text}]});
export["messages"].as_array_mut().unwrap().push(m);
export
}
fn say_v2(mut export: Value, ms: i64, text: &str) -> Value {
export["messages"].as_array_mut().unwrap().push(json!({"type": "user", "time": {"created": ms}, "text": text}));
export
}
fn corrections(found: &[Found]) -> Vec<&str> {
found.iter().map(|f| f.episode.correction.as_str()).collect()
}
#[test]
fn opencode_errors_take_claudes_wording_and_only_the_engineers_refusals_count() {
let feedback = canonical(None, &format!("{OC_FEEDBACK} keep the public API"));
assert_eq!(learn::rejection(&feedback).as_deref(), Some("keep the public API"));
assert!(feedback.lines().next().unwrap().contains(NOTICE), "the notice is on the first line, as the replay requires");
for wordless in [canonical(None, OC_REJECTED), canonical(Some("aborted"), OC_DECLINED), canonical(Some("permission.rejected"), "")] {
assert!(learn::denied(&wordless), "{wordless}");
}
let words = canonical(Some("permission.rejected"), "no, do not delete files, use git rm instead");
assert_eq!(learn::rejection(&words).as_deref(), Some("no, do not delete files, use git rm instead"));
for (kind, m) in [
(Some("permission.rejected"), OC_AUTO_REJECTED),
(None, "The user has specified a rule which prevents you from using this specific tool call. Here are some of the relevant rules []"),
(None, "The user dismissed this question"),
(None, "Tool execution aborted"),
(Some("aborted"), "Step interrupted"),
(None, "Model tried to call unavailable tool 'invalid'. Available tools: ."),
(Some("tool.execution"), "File not found: /home/dev/work/missing.rs"),
] {
let c = canonical(kind, m);
assert!(learn::rejection(&c).is_none() && !learn::denied(&c), "{m}");
}
}
#[test]
fn opencode_run_quoting_is_stripped_from_prompts() {
let quirk = export!("v1/run-deny-all-forced-tool-call-export.json")["messages"][0]["parts"][0]["text"].as_str().unwrap().to_string();
assert_eq!(unquote(&quirk), r#"Read relay.rs and answer with {"ok": true}"#);
assert_eq!(unquote("\"no, that is wrong, use a Mutex instead\""), "no, that is wrong, use a Mutex instead");
assert_eq!(unquote("no quotes"), "no quotes");
assert_eq!(unquote(r#""a" and "b""#), r#""a" and "b""#, "an unescaped quote inside: typed, not argv");
assert_eq!(unquote("\""), "\"");
}
#[test]
fn opencode_1_rejection_with_feedback_is_an_episode() {
let found = opencode_session(&export!("v1/reject-with-feedback.json"));
assert_eq!(corrections(&found), ["no, that is wrong, use the AtomicBoolean compareAndSet instead"]);
let (f, e) = (&found[0], &found[0].episode);
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"));
assert!(e.rejected_tool.as_deref().unwrap().starts_with(r#"read {"filePath":"/home/dev/work/"#));
assert_eq!(e.ms, 1791978152946, "when the engineer answered, not when the message began");
let next = say_v1(export!("v1/reject-with-feedback.json"), 1791978160000, "now add a test for the relay");
assert_eq!(corrections(&opencode_session(&next)), ["no, that is wrong, use the AtomicBoolean compareAndSet instead"]);
}
#[test]
fn opencode_tool_calls_replay_in_the_order_they_finished() {
let mut export = export!("v1/reject-plain-then-correction.json");
let sibling = &mut export["messages"][1]["parts"][2]["state"];
sibling["status"] = json!("completed");
sibling["output"] = json!("fn deliver() {}");
sibling["time"]["end"] = json!(1791978164300i64);
sibling.as_object_mut().unwrap().remove("error");
let found = opencode_session(&export);
assert_eq!(corrections(&found), ["no, that is wrong, use compareAndSet instead of get then set"]);
assert!(found[0].episode.rejected_tool.as_deref().unwrap().starts_with("read "));
let steps =
by_completion(vec![Step::Tool(9, None, "b".into()), Step::Tool(3, None, "a".into()), Step::Said("then".into()), Step::Tool(2, None, "c".into())]);
let order: Vec<String> = steps
.iter()
.map(|s| match s {
Step::Tool(_, _, t) | Step::Said(t) => t.clone(),
Step::Prompt(..) => unreachable!(),
})
.collect();
assert_eq!(order, ["a", "b", "then", "c"]);
}
#[test]
fn opencode_1_wordless_rejection_makes_the_next_prompt_the_reason() {
let found = opencode_session(&export!("v1/reject-plain-then-correction.json"));
assert_eq!(corrections(&found), ["no, that is wrong, use compareAndSet instead of get then set"]);
assert!(found[0].episode.rejected_tool.as_deref().unwrap().starts_with("read "));
assert_eq!(found[0].episode.ms, 1791978166088);
let found = opencode_session(&export!("v1/bash-rejected-then-correction-window.json"));
assert_eq!(corrections(&found), ["wait, revert that one. no, that is wrong, use the existing close constant instead"]);
assert!(found[0].episode.rejected_tool.as_deref().unwrap().starts_with("bash "));
assert_eq!(found[0].cwd, "/home/dev/work/service-a");
}
#[test]
fn opencode_1_correcting_prompts_are_episodes_and_a_dismissed_question_is_not() {
let found = opencode_session(&export!("v1/correction-rejection-dismissed.json"));
assert_eq!(
corrections(&found),
["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"]
);
assert!(found.iter().all(|f| f.episode.task == "Run the test suite and then the app." && f.episode.rejected_tool.is_none()));
assert_eq!(found[0].episode.agent, "I will look at the relevant file and then make the change.");
}
#[test]
fn opencode_1_a_rule_that_denies_a_call_is_not_the_engineer() {
let by_rule = say_v1(export!("v1/permission-denied-by-rule.json"), 1776791500000, "use the plan file");
assert!(opencode_session(&by_rule).is_empty());
let mut refused = by_rule.clone();
refused["messages"][0]["parts"][2]["state"]["error"] = json!(OC_REJECTED);
assert_eq!(corrections(&opencode_session(&refused)), ["use the plan file"]);
}
#[test]
fn opencode_1_echoes_and_synthetic_parts_are_not_the_engineer() {
let echo = say_v1(export!("v1/echo-marker-and-synthetic-part.json"), 1791978190000, "no, use a channel");
let found = opencode_session(&echo);
assert_eq!(corrections(&found), ["no, use a channel"]);
assert_eq!(found[0].episode.task, "Fix the race in relay.rs");
assert_eq!(found[0].episode.agent, "Plan: I check closed.get() on the AtomicBoolean before deliver() in relay.rs.");
let file = say_v1(export!("v1/synthetic-file-attachment.json"), 1776791100000, "no, the other plan");
assert_eq!(opencode_session(&file)[0].episode.task, "Read @docs/plan.md and tell me what is missing.");
let editor = say_v1(export!("v1/synthetic-editor-context.json"), 1779367490000, "no, the other workflow");
assert_eq!(opencode_session(&editor)[0].episode.task, "Please make the requested change in this project.");
let compacted = say_v1(export!("v1/compaction-synthetic-continue.json"), 1776858910000, "no, the other module");
assert!(opencode_session(&compacted).is_empty());
}
#[test]
fn opencode_sub_agents_and_borgs_model_calls_are_skipped() {
for export in [
say_v1(export!("v1/subagent-child.json"), 1776861800000, "no, the other file"),
export!("v1/model-call-session.json"),
export!("v1/run-deny-all-forced-tool-call-export.json"),
say_v2(export!("v2/session-export-child.json"), 1791977829000, "no, the other file"),
] {
assert!(!engineers_session(&export) && opencode_session(&export).is_empty(), "{}", export["info"]["title"]);
}
assert!(engineers_session(&export!("v2/session-export.json")) && !engineers_session(&json!({"messages": []})));
}
#[test]
fn opencode_2_session_replays_like_the_live_hook() {
let export = say_v2(export!("v2/session-export.json"), 1791977840000, "no, check the queue bound first");
let found = opencode_session(&export);
assert_eq!(
corrections(&found),
[
"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",
]
);
let e: Vec<&Episode> = found.iter().map(|f| &f.episode).collect();
assert!(found.iter().all(|f| f.cwd == "/home/dev/work" && f.episode.session == "ses_ec5cd46d0ffeGGDxs4GhqC9Ifu"));
assert_eq!(
(e[0].task.as_str(), e[0].agent.as_str(), e[0].rejected_tool.as_deref()),
("READS Please fix the race in relay.rs", "Done: the mock finished this turn.", None)
);
assert_eq!(e[1].rejected_tool.as_deref(), Some(r#"shell {"command":"rm -f relay.rs"}"#));
assert_eq!(e[1].task, "SHELL remove the old file again");
assert_eq!(e[2].rejected_tool.as_deref(), Some(r#"shell {"command":"rm -f relay.rs"}"#));
assert_eq!(e[3].task, "SUBAGENT delegate a check of relay.rs", "the synthetic input and the echo are not the task");
assert!(e.windows(2).all(|w| w[0].ms < w[1].ms));
}
#[test]
fn opencode_2_session_migrated_from_1_reads_its_location() {
let found = opencode_session(&say_v2(export!("v2/session-export-migrated-from-v1.json"), 1791978280000, "no, keep the lock"));
assert_eq!(corrections(&found), ["no, keep the lock"]);
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"));
}
#[test]
fn opencode_discovery_asks_the_cli_read_only() {
let db = db_args(Some(1_700_000_000_000));
assert_eq!(&db[..4], ["db", "--pure", "--format", "json"]);
assert_eq!(
db[4],
"SELECT id FROM session WHERE parent_id IS NULL AND title != 'borg (model call)' AND time_updated >= 1700000000000 ORDER BY time_created"
);
assert!(!db_args(None)[4].contains("time_updated"));
assert_eq!(list_args(true), ["session", "list", "--standalone", "--format", "json", "-n", "100000"]);
assert_eq!(list_args(false), ["session", "list", "--pure", "--format", "json", "-n", "100000"]);
assert_eq!(opencode::export_args(true, "ses_a"), ["session", "export", "--standalone", "ses_a"]);
assert_eq!(opencode::export_args(false, "ses_a"), ["export", "--pure", "ses_a"]);
let listed = include_str!("../tests/fixtures/opencode/v2/session-list.json").as_bytes();
assert_eq!(ids_of(listed, None).unwrap().len(), 3);
assert_eq!(ids_of(listed, Some(1791977900000)).unwrap(), ["ses_ec5bbe808ffe4C17dEwmu9aHAe", "ses_ec5caa71cffeRc4s7USxbim6zn"]);
assert_eq!(ids_of(br#"[{"id": "a", "title": "borg (model call)"}, {"id": "b"}]"#, None).unwrap(), ["b"]);
assert_eq!(ids_of(b"Error: no such table", None), None);
}
#[test]
fn the_cwds_of_claude_and_omp_sessions_seed_opencode_2s_listing() {
let root = temp("cwds");
let (claude, omp) = fixture(&root);
let cwds = |r: Replay| r.cwds.into_iter().collect::<Vec<_>>();
assert_eq!(cwds(claude_replay(&claude.join("-w-corp-app/s-corp-1.jsonl"))), ["/w/corp/app"]);
assert_eq!(cwds(omp_replay(&omp.join("-w-corp-svc/2026-09-04_x.jsonl"))), ["/w/corp/svc"]);
let moved = claude.join("-w-secret-notes/moved.jsonl");
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")]);
assert_eq!(cwds(claude_replay(&moved)), ["/w/corp/app", "/w/secret/notes"]);
let _ = std::fs::remove_dir_all(root);
}
#[test]
fn a_collective_folder_of_repos_lists_each_repo() {
let root = temp("collective-dirs");
let work = root.join("work-repos");
for repo in ["a", "team/b"] {
std::fs::create_dir_all(work.join(repo).join(".git")).unwrap();
}
std::fs::create_dir_all(work.join("a/src")).unwrap();
std::fs::create_dir_all(work.join("notes")).unwrap();
let cfg: Config =
serde_json::from_str(&format!(r#"{{"collectives": [{{"name": "w", "paths": ["{}", "{}"]}}]}}"#, work.display(), work.join("a").display())).unwrap();
let known = collective_dirs(Some(&cfg));
assert_eq!(known, [work.clone(), work.join("a"), work.join("team/b")].into_iter().collect(), "repos two levels deep; not inside a repo");
let cli = FakeCli { calls: Default::default(), db: None, list: "[]" };
cli.run(true, &known);
let lists: Vec<PathBuf> = cli.calls.borrow().iter().map(|(_, d)| d.clone()).collect();
assert_eq!(lists, [work.clone(), work.join("a"), work.join("team/b")]);
assert!(collective_dirs(None).is_empty());
let _ = std::fs::remove_dir_all(root);
}
#[test]
fn the_cli_wrapper_passes_every_argument_and_reads_a_long_answer_whole() {
let fake = PathBuf::from(concat!(env!("CARGO_MANIFEST_DIR"), "/tests/fixtures/opencode/fake"));
let path = std::env::join_paths(std::iter::once(fake).chain(std::env::split_paths(&std::env::var_os("PATH").unwrap_or_default()))).unwrap();
let dir = temp("cli-wrapper");
let args = db_args(Some(1));
let out = opencode::cli(true, Some(&path), &args, &dir).unwrap();
assert!(out.len() > 64 * 1024, "the fake answers more than a pipe holds");
let ids = ids_of(&out, None).unwrap();
assert_eq!((ids.len(), ids.last().map(String::as_str)), (3001, Some("ses_last")));
let seen = std::fs::read_to_string(dir.join("args.txt")).unwrap();
let mut want = vec![dir.display().to_string()];
want.extend(args);
assert_eq!(seen.lines().collect::<Vec<_>>(), want, "PWD, then the arguments unsplit (the query holds spaces and quotes)");
let env = std::fs::read_to_string(dir.join("env.txt")).unwrap();
assert!(env.contains("OPENCODE_CONFIG_DIR=") && env.contains("OPENCODE_DISABLE_PROJECT_CONFIG=1"), "{env}");
let _ = std::fs::remove_dir_all(dir);
}
#[test]
fn opencode_projects_are_git_roots_of_existing_dirs() {
let root = temp("projects");
let repo = root.join("repo");
std::fs::create_dir_all(repo.join(".git")).unwrap();
std::fs::create_dir_all(repo.join("src/deep")).unwrap();
std::fs::create_dir_all(root.join("loose")).unwrap();
let dirs: BTreeSet<PathBuf> = [repo.join("src/deep"), repo.clone(), root.join("loose"), root.join("gone")].into_iter().collect();
assert_eq!(projects(&dirs), [root.join("loose"), repo]);
let _ = std::fs::remove_dir_all(root);
}
struct FakeCli {
calls: std::cell::RefCell<Vec<(Vec<String>, PathBuf)>>,
db: Option<&'static str>,
list: &'static str,
}
impl FakeCli {
fn exec(&self, args: &[String], dir: &Path) -> Option<Vec<u8>> {
self.calls.borrow_mut().push((args.to_vec(), dir.to_path_buf()));
let id = args.last().unwrap().as_str();
let export = |v: Value| Some(v.to_string().into_bytes());
match args[0].as_str() {
"db" => self.db.map(|d| d.as_bytes().to_vec()),
"session" if args[1] == "list" => Some(self.list.as_bytes().to_vec()),
_ if id == "ses_v1" => export(export!("v1/reject-with-feedback.json")),
_ if id == "ses_v2" => export(export!("v2/session-export.json")),
_ => Some(b"Session not found".to_vec()),
}
}
fn run(&self, v2: bool, known: &BTreeSet<PathBuf>) -> Vec<String> {
let mut got = Vec::new();
cli_sessions(v2, None, known, &|a, d| self.exec(a, d), &mut |v| got.push(v["info"]["id"].as_str().unwrap().to_string()));
got
}
}
#[test]
fn opencode_1_lists_every_session_with_one_query_and_exports_each() {
let tmp = std::env::temp_dir();
let cli = FakeCli { calls: Default::default(), db: Some(r#"[{"id": "ses_v1"}, {"id": "ses_gone"}]"#), list: "[]" };
let known: BTreeSet<PathBuf> = [tmp.clone()].into_iter().collect();
assert_eq!(cli.run(false, &known).len(), 1, "an export that is no JSON is skipped");
let calls = cli.calls.borrow();
let firsts: Vec<&str> = calls.iter().map(|(a, _)| a[0].as_str()).collect();
assert_eq!(firsts, ["db", "export", "export"], "no listing when the query works");
assert!(calls.iter().all(|(_, d)| *d == tmp));
}
#[test]
fn opencode_1_without_its_query_and_opencode_2_list_the_known_projects() {
let root = temp("cli");
let (a, b) = (root.join("a"), root.join("b"));
std::fs::create_dir_all(&a).unwrap();
std::fs::create_dir_all(&b).unwrap();
let known: BTreeSet<PathBuf> = [a.clone(), b.clone(), root.join("gone")].into_iter().collect();
let list = r#"[{"id": "ses_v2", "title": "research main"}, {"id": "ses_x", "title": "borg (model call)"}, {"id": "ses_v1", "title": "t"}]"#;
for v2 in [false, true] {
let cli = FakeCli { calls: Default::default(), db: (!v2).then_some("Error: no such column"), list };
assert_eq!(cli.run(v2, &known), ["ses_ec5cd46d0ffeGGDxs4GhqC9Ifu", "ses_ec5c7766cffe7lNfHnHDzyNoUc"]);
let calls = cli.calls.borrow();
let lists: Vec<&PathBuf> = calls.iter().filter(|(c, _)| c[1] == "list").map(|(_, d)| d).collect();
assert_eq!(lists, [&a, &b], "existing dirs only");
let exports: Vec<(&str, &PathBuf)> =
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();
assert_eq!(exports.len(), 2);
assert!(exports.iter().all(|(_, d)| **d == a));
if v2 {
assert!(calls.iter().all(|(c, _)| c[0] == "session" && c.contains(&"--standalone".to_string())), "never the background service: {calls:?}");
} else {
assert_eq!(calls[0].0[0], "db");
assert!(calls[1..].iter().all(|(c, _)| c.contains(&"--pure".to_string())));
}
}
let _ = std::fs::remove_dir_all(root);
}
#[test]
fn render_names_every_source() {
let r = Report { scanned: 61, claude: 40, omp: 12, opencode: Some(9), ..Default::default() };
assert!(render(&r, false).contains("sources: claude 40 sessions, omp 12, opencode 9\n"));
let r = Report { opencode: None, ..r };
assert!(render(&r, true).contains("sources: claude 40 sessions, omp 12, opencode not installed\n"));
}
fn opencode_dir(root: &Path) -> PathBuf {
let dir = root.join("opencode");
std::fs::create_dir_all(&dir).unwrap();
let put = |name: &str, mut v: Value, cwd: &str| {
if v["info"].get("location").is_some() {
v["info"]["location"]["directory"] = json!(cwd);
} else {
v["info"]["directory"] = json!(cwd);
}
std::fs::write(dir.join(name), v.to_string()).unwrap();
};
let mut corp = export!("v2/session-export.json");
for m in corp["messages"].as_array_mut().unwrap() {
for c in m["content"].as_array_mut().into_iter().flatten().filter(|c| c["id"] == "call_1791977813763_0") {
c["time"]["completed"] = json!(1791977830000i64);
}
}
put("corp.json", corp, "/w/corp/relay");
put("mine.json", export!("v1/reject-with-feedback.json"), "/w/mine/notes");
put("off.json", export!("v1/correction-rejection-dismissed.json"), "/w/secret/app");
put("child.json", export!("v2/session-export-child.json"), "/w/corp/relay");
put("call.json", export!("v1/model-call-session.json"), "/w/corp/relay");
std::fs::write(dir.join("notes.txt"), "not an export").unwrap();
dir
}
#[test]
fn apply_opencode_exports_routes_episodes_learns_and_is_idempotent() {
let root = temp("oc-apply");
let dir = opencode_dir(&root);
let base = root.join("home");
let cfg: Config = serde_json::from_str(CFG).unwrap();
let opts =
|apply| Options { claude: None, omp: None, opencode: Some(OpencodeFrom::Dir(dir.clone())), since: None, limit: None, apply, skip: Vec::new() };
let dry = run(&opts(false), Some(&cfg), &base, &|_| panic!("a dry run calls no model"));
assert_eq!((dry.scanned, dry.claude, dry.omp, dry.opencode), (3, 0, 0, Some(3)), "main sessions only");
assert!(render(&dry, false).contains("sources: claude 0 sessions, omp 0, opencode 3\n"));
assert_eq!((dry.off_sessions, dry.off_episodes), (1, 2));
assert!(!base.exists());
let r = run(&opts(true), Some(&cfg), &base, &ask);
assert_eq!((r.collectives["corp"].new_lessons, r.collectives["mine"].new_lessons), (3, 1));
let corp: Vec<Episode> = read_jsonl(&base.join("collectives/corp/episodes.jsonl"));
assert_eq!(
corp.iter().map(|e| e.correction.as_str()).collect::<Vec<_>>(),
["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"]
);
assert_eq!((corp[0].session.as_str(), corp[0].repo.as_str()), ("ses_ec5cd46d0ffeGGDxs4GhqC9Ifu", "relay"));
let mine: Vec<Episode> = read_jsonl(&base.join("collectives/mine/episodes.jsonl"));
assert_eq!(mine.len(), 1);
assert_eq!(mine[0].correction, "no, that is wrong, use the AtomicBoolean compareAndSet instead");
for f in files(&base) {
let t = std::fs::read_to_string(&f).unwrap();
assert!(!t.contains("test script") && !t.contains("CHILDTASK") && !t.contains("is_lesson"), "{}", f.display());
}
let snapshot = |d: &Path| files(d).into_iter().map(|f| std::fs::read_to_string(f).unwrap()).collect::<Vec<_>>();
let before = snapshot(&base);
let again = run(&opts(true), Some(&cfg), &base, &|_| panic!("nothing new to learn"));
assert_eq!((again.collectives["corp"].episodes, again.collectives["corp"].known), (0, 3));
assert_eq!(snapshot(&base), before);
let _ = std::fs::remove_dir_all(root);
}
}