| name | bug-triage |
| description | Triage bugs reported in chat/issues, search for duplicates, file or update GitHub issues with full context, and push fix PRs. |
| trigger | User reports a bug, or asks to triage/file an issue for a reported problem. |
Bug Triage Skill
Triage bugs into well-structured GitHub issues on the upstream AgentWrapper/agent-orchestrator repo (issues are enabled there; the origin fork is not the issue tracker).
Agent Orchestrator (AO) is Go + Electron. The backend is a Go daemon
(backend/) exposing a loopback HTTP API on 127.0.0.1:3001; the frontend is an
Electron + React supervisor (frontend/). There is no pm2/tmux-per-session
Node runtime here: the daemon owns lifecycle and terminals run under the tmux
runtime adapter (ConPTY on Windows). Triage against this Go rewrite, not the old
TypeScript agent-orchestrator implementation.
โ ๏ธ Which ao are you running?
A bare ao on your PATH may resolve to a different AO install (for example an
old npm build at ~/.nvm/.../bin/ao that talks to port :3000). Triaging with
the wrong binary produces bugs that don't exist in this rewrite (and misses ones
that do).
Before any diagnostics:
which -a ao
ao status 2>/dev/null
Use a rewrite binary explicitly:
cd backend && go build -o /tmp/ao ./cmd/ao
/tmp/ao status
"/Applications/Agent Orchestrator.app/Contents/Resources/daemon/ao" status
Confirm ao status reports port: 3001 before trusting any output. Throughout
this skill, ao means your verified rewrite binary (/tmp/ao or the bundled
one), never a bare PATH lookup.
Note: spawned sessions get a PATH pin so the session's ao resolves to the
daemon's own executable (see hookPATH in
backend/internal/session_manager/manager.go). That pin only applies inside
sessions; your interactive shell is still on its own PATH, so pin it yourself.
1. Pre-flight
- Pull latest code:
git fetch upstream && git log --oneline upstream/main -5.
Stale code means bad triage. (upstream = AgentWrapper/agent-orchestrator.)
- Target repo: Always file on
AgentWrapper/agent-orchestrator (the upstream
product repo, where issues live). Never file on the origin fork or on
aoagents/*.
- Verify your binary: confirm
ao status shows port 3001 (see warning above).
- Record source: chat URL, reporter name, attachments.
2. Gather Context
2a. Extract the report
| Source | How to gather |
|---|
| Discord/Slack thread | Read full thread. Extract: reporter name, original description (the thread starter, not whoever tagged you), screenshots, follow-ups |
| GitHub issue | gh issue view <number> --repo AgentWrapper/agent-orchestrator --json body,comments |
| Live observation | Pull live state via the daemon: ao status, ao session ls, ao session get <id> |
2b. Minimum viable report gate
Before tracing code, verify the report has enough substance:
Required (ALL): what happened, where (page/command/feature), when (after upgrade? first time?)
Required (2 of 4): OS/shell, AO version (ao version), reproducibility (consistent vs intermittent), reproduction steps
If insufficient, ask:
"I'd like to triage this but need more info: (1) What happened? (error/behavior), (2) Where? (page/command), (3) When did it start?, (4) How to reproduce?"
2c. Local diagnostics (if bug is on same machine)
Gather everything yourself before asking the reporter. Use your verified
rewrite binary (/tmp/ao here) for every ao call:
/tmp/ao version && go version && echo $SHELL && uname -a
which -a ao
cat ~/.ao/running.json
/tmp/ao status
/tmp/ao doctor
lsof -i :3001
tail -n 100 ~/.ao/daemon.log
/tmp/ao session ls
/tmp/ao session get <id>
tmux ls
sqlite3 ~/.ao/data/ao.db '.tables'
The daemon owns lifecycle, sessions, storage, and the terminal mux; structured
state lives in ~/.ao/data/ao.db (WAL: ao.db-wal, ao.db-shm). The PID+port
handshake is ~/.ao/running.json.
Try the reproduction steps. Running the actual command against the daemon on
:3001 is worth 100 lines of code tracing.
3. Investigate
3a. Trace the code path
Always trace the actual code; do not surface-level diagnose. A symptom that
looks like a simple ao stop issue is often a lifecycle/session-manager problem
one layer down. The layers:
- CLI (Cobra, thin client over daemon HTTP):
backend/internal/cli/, entrypoint
backend/cmd/ao/main.go
- Daemon (loopback HTTP on :3001):
backend/internal/daemon/daemon.go,
controllers under backend/internal/httpd/controllers/
- Sessions & lifecycle:
backend/internal/session_manager/manager.go
- Runtime adapter (tmux / ConPTY):
backend/internal/adapters/runtime/
(tmux/, conpty/, ptyexec/, selected by runtimeselect/)
- Agent harness adapters:
backend/internal/adapters/agent/<harness>/
- Terminal mux:
backend/internal/terminal/
- Agent hooks:
backend/internal/cli/hooks.go
git fetch upstream main && git log --oneline upstream/main -5
Git archaeology: find which commits introduced/removed specific code:
git log --oneline -S 'exact-string' -- <file>
git show <sha> -- <file> | grep -B 5 -A 10 'pattern'
Research dependencies (tmux, the agent harness binary, Electron, React, the
SQLite driver): check installed vs latest version, search their issue trackers,
check changelogs. Root cause is sometimes in a dependency, not AO itself.
3b. Cross-platform check
AO targets macOS, Linux, and Windows. If env info indicates Windows (or is
unknown), check for these patterns:
- Path separators: hardcoded
/ or \; use filepath.Join, not string concat
- Shell syntax: PowerShell lacks
&&, $VAR, $(cat ...), /dev/null, here-docs
runtime.GOOS == "windows" scattered inline: centralize platform checks
- Runtime backend: tmux on macOS/Linux vs ConPTY on Windows
(
runtimeselect picks per platform); Windows has no tmux
- Process-tree kills: POSIX process groups vs Windows job objects
localhost: Windows resolves to ::1 first; the daemon binds the explicit
loopback host (see config.LoopbackHost) to avoid IPv4/IPv6 stalls
- Case-insensitive filesystems: do not compare paths with raw
==
- PATH / binary resolution:
.exe/PATHEXT lookup, the session PATH pin
(hookPATH in backend/internal/session_manager/manager.go)
Key files: backend/internal/config/config.go, backend/internal/session_manager/manager.go,
backend/internal/adapters/runtime/, backend/internal/terminal/.
3c. Stop-and-ask triggers
Stop and ask for more info if:
- 3 failed hypotheses: traced 3 code paths, none explain it
- Root cause is a dependency: file with the dependency reference, don't guess a local fix
- UI-only bug and you can't screenshot, ask reporter to describe
- Can't reproduce: ask for different config/sequence
4. Search for Duplicates
Search with multiple strategies, always using --state all (closed bugs regress):
gh issue list --repo AgentWrapper/agent-orchestrator --state all --search "<symptom>"
gh issue list --repo AgentWrapper/agent-orchestrator --state all --search "<component-name>"
gh issue list --repo AgentWrapper/agent-orchestrator --state all --search "<error-message>"
gh pr list --repo AgentWrapper/agent-orchestrator --state all --search "<keywords>"
Duplicate found โ comment on existing issue
gh issue comment <number> --repo AgentWrapper/agent-orchestrator --body "$(cat <<'EOF'
## New Report
**Reported by:** @<reporter> in [chat](<url>)
**Date:** <YYYY-MM-DD> | **Checkout:** `<commit-hash>`
<context, differences from original, screenshots>
EOF
)"
No duplicate โ file new issue (next section)
5. File New Issue
5a. Pre-submission checklist
5b. Upload screenshots
โ NEVER use placeholder URLs. Upload BEFORE creating the issue.
SLUG="descriptive-slug"
gh api -X POST repos/AgentWrapper/agent-orchestrator/git/refs \
-f ref="refs/heads/issue-assets-${SLUG}" \
-f sha=$(git rev-parse upstream/main)
IMG_B64=$(base64 < /path/to/screenshot.png | tr -d '\n')
gh api -X PUT "repos/AgentWrapper/agent-orchestrator/contents/.issue-assets/${SLUG}/name.png" \
-f message="chore: upload screenshot" \
-f content="$IMG_B64" \
-f branch="issue-assets-${SLUG}"
5c. Create the issue
gh issue create --repo AgentWrapper/agent-orchestrator --title "<title>" --body "$(cat <<'EOF'
## Bug
<summary>
**Source:** <url> | **Reported by:** @<reporter> | **Analyzed against:** `<hash>`
**Confidence:** High/Medium/Low
## Reproduction
1. <step>
## Root Cause
<file paths, line numbers, explanation>
## Fix
<suggested approach>
## Impact
- <effects>
EOF
)"
5d. Label and prioritize
Check which labels actually exist first, then apply only those:
gh label list --repo AgentWrapper/agent-orchestrator
gh issue edit <number> --repo AgentWrapper/agent-orchestrator --add-label "bug"
The repo currently carries bug, enhancement, documentation, question,
priority: critical/high/medium/low (plus the hyphen-free priority:high /
priority:medium variants), status labels (todo, in-progress, review,
blocked, verify-if-fixed, to-reproduce, to-explore), sub-issue,
ready-for-agent, good-first-issue, help wanted, and upstream complication
(for bugs rooted in Claude Code / Codex / tmux etc.). Do not invent labels: if
a priority or confidence label you want doesn't exist, state it in the issue body
instead (e.g. "Priority: high: core feature broken, no workaround" /
"Confidence: medium").
| Priority | Criteria |
|---|
priority: critical | Data loss, security, system down |
priority: high | Core feature broken, no workaround |
priority: medium | Feature degraded, workaround exists |
priority: low | Cosmetic, edge case |
Confidence scoring (always state in the issue body):
| Level | Meaning |
|---|
| High | Traced exact code path, specific lines, mechanism explained |
| Medium | Strong hypothesis but unconfirmed |
| Low | Can't trace, multiple conflicting theories |
5e. Cross-link related issues
Search by subsystem and add a ## Related section to the issue body:
## Related
- [#20](url): stale session blocking ao start (same subsystem)
- [#35](url): same race condition
5f. Push a fix PR (always attempt)
This is a Go repo: fixes go through a local branch, build, and gh pr create
against upstream. There is no remote-patch script. Branch off upstream/main.
-
Unclear fix: Don't push a guess. Document and flag in the issue.
-
Trivial, verifiable fix (you can build and test it yourself):
git fetch upstream main && git checkout -b fix/<slug> upstream/main
cd backend && go build ./... && go test ./...
git commit -am "fix(<scope>): <summary>
Fixes #<n>"
git push -u origin fix/<slug>
gh pr create --repo AgentWrapper/agent-orchestrator --fill \
--title "fix(<scope>): <summary>" \
--body "Fixes #<n>
## Summary
<what changed>
## Test
cd backend && go build ./... && go test ./..."
-
Non-trivial fix (broad change, needs iteration, or you can't fully verify):
spawn a worker session to do the work in its own worktree instead of pushing a
guess:
ao spawn --project agent-orchestrator --prompt "Fix #<n>: <one-line problem statement>. \
Root cause: <file:line + mechanism>. Suggested approach: <approach>. Branch off upstream/main. \
Build with 'cd backend && go build ./... && go test ./...' before opening a PR against AgentWrapper/agent-orchestrator."
Note the issue with which path you took (PR or spawned worker).
5g. Report back
Issue URL, PR URL (if created) or spawned worker session ID, labels applied (and
any priority/confidence stated in the body), root cause summary.
Appendix
A. Subsystem Quick Reference
| Subsystem | Collect | Key files |
|---|
CLI (ao start/stop/spawn) | Version, install method, OS, which binary | backend/internal/cli/, backend/cmd/ao/main.go |
| Daemon / HTTP API | ao status, port, daemon.log | backend/internal/daemon/daemon.go, backend/internal/httpd/controllers/ |
| Sessions / Lifecycle | Session ID, spawn config, runtime, state | backend/internal/session_manager/manager.go |
| Runtime (tmux / ConPTY) | tmux version, tmux ls (macOS/Linux) | backend/internal/adapters/runtime/ |
| Terminal mux | Runtime type, shell, attach behavior | backend/internal/terminal/ |
| Agent harness | Harness name + version | backend/internal/adapters/agent/<harness>/ |
| Storage | DB state, migrations | backend/internal/storage/sqlite/, ~/.ao/data/ao.db |
| Hooks | Hook event, agent, payload | backend/internal/cli/hooks.go |
| Frontend (Electron/React) | Screenshot, viewport, daemon connectivity | frontend/src/ |
Misrouting patterns:
- Terminal bugs โ tmux/ConPTY runtime adapter vs the terminal mux vs the Electron
xterm surface. Trace where bytes flow (daemon โ mux โ frontend).
- "Session stuck" โ lifecycle/session-manager state vs agent harness process vs
tmux runtime connection.
- "Config not saving" โ config loading (
backend/internal/config/config.go) vs
project registration vs SQLite write (~/.ao/data/ao.db).
- "Command does nothing / wrong port" โ you're on the wrong
ao binary (:3000 vs
:3001). Re-check which -a ao and ao status.
B. Remote Code Inspection (no local clone)
gh api repos/AgentWrapper/agent-orchestrator/git/trees/main?recursive=1 --jq '.tree[].path'
gh api repos/AgentWrapper/agent-orchestrator/contents/{path} --jq '.content' | python3 -c "import base64,sys; sys.stdout.buffer.write(base64.b64decode(sys.stdin.read()))"
gh search code "term" --repo AgentWrapper/agent-orchestrator --json path --jq '.[].path'
gh api "repos/AgentWrapper/agent-orchestrator/commits?path={path}&per_page=10" --jq '.[] | "\(.sha[0:8]) \(.commit.message | split("\n")[0])"'
C. Build / Version Diagnostics
AO is built from source in this rewrite, not published to npm. Pin the binary under
test and reproduce against a known build:
cd backend && go build -o /tmp/ao ./cmd/ao
/tmp/ao version
go version
git log --oneline upstream/main -1
To bisect a regression, build ao at two commits and compare behavior:
git checkout <good-sha>; (cd backend && go build -o /tmp/ao-good ./cmd/ao)
git checkout <bad-sha>; (cd backend && go build -o /tmp/ao-bad ./cmd/ao)
git checkout -
Formatting Rules
- Linkify all issue/PR refs:
[#123](https://github.com/AgentWrapper/agent-orchestrator/issues/123), [PR #456](url). Never bare #123.
Pitfalls
- Wrong
ao binary. A bare ao may be a different AO install (old npm build on
:3000). Always pin a rewrite binary and confirm ao status shows port 3001.
- Verify the bug reproduces against the rewrite (:3001 / Go code path) before
filing (symptoms first seen in another AO install may not reproduce here).
- File on upstream, not the fork. Issues go to
AgentWrapper/agent-orchestrator;
origin is a personal fork with no issue tracker.
- Reporter โ person who tagged you. Always attribute to the original reporter.
- Record the commit hash you analyzed; code changes fast.
- GitHub issue is mandatory: every triaged bug gets one, even if fix is trivial.
- Only apply labels that exist (
gh label list --repo AgentWrapper/agent-orchestrator).
State priority/confidence in the body when no matching label exists.
- Build before you push.
cd backend && go build ./... && go test ./... must
pass; never open a PR with an unverified Go change.
gh api --jq .content truncates large files (>~100KB). Use local git instead.
- Don't invent Go file paths. Grep the repo to confirm a path before citing it
in an issue.