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bug-triage
Triage bugs reported in chat/issues, search for duplicates, file or update GitHub issues with full context, and push fix PRs.
DeepseekModel
Curated skill
Quality Excellent · 90
v1.0.0
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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. ⚠️ 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 # see every ao on PATH; expect surprises ao status 2>/dev/null # if this shows port 3000, it is NOT this rewrite Use a rewrite binary explicitly: # Option A: build from this repo (preferred during triage) cd backend && go build -o /tmp/ao ./cmd/ao /tmp/ao status # must report port: 3001 # Option B: the packaged app's bundled daemon "/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: # Environment /tmp/ao version && go version && echo $SHELL && uname -a which -a ao # confirm no rogue ao shadows the build cat ~/.ao/running.json # PID + port handshake (expect port 3001) # Daemon health /tmp/ao status # daemon up? port? health/ready probes /tmp/ao doctor # local health checks lsof -i :3001 # who's bound to the daemon port tail -n 100 ~/.ao/daemon.log # daemon log # Sessions & runtime /tmp/ao session ls # all sessions and their state /tmp/ao session get < id > # one session: spawn config, runtime, lifecycle tmux ls # tmux runtime sessions backing terminals (macOS/Linux) # Durable state (SQLite at ~/.ao/data) sqlite3 ~/.ao/data/ao.db '.tables' # inspect schema/rows if state looks wrong 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 # current HEAD # Record the commit hash you're analyzing against 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 → 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 → file new issue (next section) 5. File New Issue 5a. Pre-submission checklist Reporter attribution correct (original reporter, not who tagged you) Commit hash recorded AO version recorded ( ao version ) Reproduced against the rewrite (:3001 / Go code path), not another AO install Root cause confidence scored (see 5c) Related issues cross-linked Reproduction steps are concrete Screenshots uploaded with real URLs (see 5b) 5b. Upload screenshots ⛔ NEVER use placeholder URLs. Upload BEFORE creating the issue. SLUG= "descriptive-slug" # Create asset branch gh api -X POST repos/AgentWrapper/agent-orchestrator/git/refs \ -f ref= "refs/heads/issue-assets- ${SLUG} " \ -f sha=$(git rev-parse upstream/main) # Upload (portable base64) 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} " # Use:  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 # source of truth; apply only these 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 |
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The downloaded .skill package contains the following fields.
| Field | Description |
|---|---|
| format | Format tag (skill/v1) |
| skill_id | Unique skill ID |
| name | Skill name |
| version | Version |
| description | Description |
| category | Categories (array) |
| trigger_words | Trigger words |
| tags | Tags |
| source | Source |
| source_url | Source URL (this page) |
| exported_at | Exported at (set per download) |
| system_prompt | System prompt body |
| model_config | Model config: provider / model / temperature / max_tokens / top_p |
| examples | Examples |
| install_guide | Import guide for Coze / Dify / Claude / custom frameworks |
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