bug-triage
Skill2 starsChanged 25 days agoMITView on GitHub
Checks a list of bug findings and keeps only the real ones. It reproduces each one, has a second agent try to disprove it, merges findings with one cause, writes what a user sees when it breaks, and starts each fix with a failing test. Fixes "the agent found ten bugs, and most of them were not real." Use when a review, an audit or an agent hands you a list of findings, before you fix any of them, or when several reports look alike. Also on /bug-triage.
29 other projects use a version of this.
Adopted by
Most recently taken up by
- striderZA/OpenCodeGameStudiostheir own version, first seen Nov 4, 2026
- OrchestratorInc/agent-orchestratortheir own version, first seen Oct 28, 2026
- Untrivial-ai/agent-orchestratortheir own version, first seen Oct 28, 2026
- quocld/hephaestus-agent-skillstheir own version, first seen Oct 20, 2026
- Donchitos/Claude-Code-Game-Studiostheir own version, first seen Oct 19, 2026
- venus2099/codex-game-studiostheir own version, first seen Oct 17, 2026
Used with
Projects with it also use ao-desktop-dev and pr-description.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
agentlab-inSkillao-desktop-dev
Launch, restart, or troubleshoot the real AO Electron desktop app from this repository; run a checkout against isolated or real local AO data; combine PR branches for local UI review; and diagnose stale Electron processes, port conflicts, or preload bridge mismatches. Use whenever asked to run, open, show, or visually verify AO frontend changes in the actual desktop app rather than ao preview, dev:web, or mock data.
Also in 5 projects that use this
MicrosoftSkillpr-description
Draft Nacelle PR titles, pull request descriptions, commit titles, commit descriptions, and squash commit messages. Use when asked for PR or commit wording, a branch summary, or a PR description that can be used in a commit. Omit validation sections from commit bodies and remove filler.
Also in 4 projects that use this
Other versions29 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 29
- symfony/symfony★ 32ksame name
- Donchitos/Claude-Code-Game-Studios★ 27ksame name
- apify/apify-mcp-server★ 15ksame name
- AgentWrapper/agent-orchestrator★ 14ksame name
- ComposioHQ/agent-orchestrator★ 14ksame name
- OrchestratorInc/agent-orchestrator★ 14ksame name
- Untrivial-ai/agent-orchestrator★ 14ksame name
- phase-rs/phase★ 323same name
- jMerta/codex-skills★ 130same name
- striderZA/OpenCodeGameStudios★ 118same name
19 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository102 other files it gives its agents.
- access-levelsSkill
- agent-failuresSkill
- agent-guardSkill
- agent-hooksSkill
- agent-limitsSkill
- agent-loopSkill
- agent-patternsSkill
- agent-wikiSkill
- ai-in-businessSkill
- answer-checksSkill
- ask-firstSkill
- automate-questionsSkill
- batch-judgeSkill
- big-archiveSkill
- brief-partsSkill
- build-an-evalSkill
- calls-to-keepSkill
- checkpointsSkill
- check-waysSkill
- claude-md-rulesSkill
- code-mapSkill
- command-guardSkill
- compact-safelySkill
- context-rulesSkill
- corrected-twiceSkill
- count-checkSkill
- data-leaksSkill
- day-gateSkill
- disprove-findingsSkill
- dogfood-firstSkill
- done-testSkill
- draft-only-mailSkill
- drift-checkSkill
- fail-closedSkill
- failed-readsSkill
- faster-sameSkill
- first-messageSkill
- fix-reviewSkill
- handoff-noteSkill
- handoff-rulesSkill
- hard-problemsSkill
- harness-starterSkill
- hidden-text-checkSkill
- hooks-to-addSkill
- injection-guardsSkill
- inventory-firstSkill
- keys-and-agentsSkill
- live-checkSkill
- lock-on-failureSkill
- long-videosSkill
- mcp-partsSkill
- memory-queueSkill
- memory-sourcesSkill
- memory-trimSkill
- night-alarmSkill
- objectorSkill
- old-code-judgeSkill
- one-task-gateSkill
- past-green-testsSkill
- phone-rulesSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 5 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 27 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 11
No repro, no bug. A finding you cannot make happen is a guess.
- Distinctive: line 15
Every real bug gets a test that fails before the fix and passes after.
- Distinctive: line 19
Write the smallest repro for each: a script, a command or steps to click through.
- Distinctive: line 27
Never fix a finding that was not reproduced.
- Distinctive: line 30
No finding ends as "looks fine".
“Common” is measured: kept by at least 6 in 10 of the 27 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Bug triage
The agent found ten bugs. Some were guesses, and three were the same bug. A finding reads like a fact, so it gets fixed like one. This skill checks every finding first and keeps only the bugs that survive.
The principles
- No repro, no bug. A finding you cannot make happen is a guess.
- A second agent argues it is not a bug. What survives is real.
- One cause is one bug, however many reports point at it.
- Harm sets the order: what a user sees, not what the code does.
- Every real bug gets a test that fails before the fix and passes after.
Steps
- Number every finding, with the file it points at and the claim in one line.
- Write the smallest repro for each: a script, a command or steps to click through. Run it. Mark it reproduced, with the output, or not reproduced, with what happened instead. Drop the second kind, or send it back to ask for steps.
- For each reproduced finding, start a subagent as the skeptic. Give it the finding, the repro and the output, and one job: argue it is not a bug (expected behavior, bad input, a path no user reaches). If it proves the case, mark it not a bug and drop it.
- Fold findings with one cause (the same null user, the same missing check) into the first one, and keep the count: "bug 1 (x3)".
- For each bug left, write three steps or fewer to make it happen, what the user sees (an error page, a wrong total) and a severity from that harm: blocks users, gives wrong results, or annoys.
- Show the table: each finding as real, not a bug, merged or not reproduced, with the reason. Ask "Fix these, in this order?" and start only after a yes.
- For each bug, in severity order, write a test named for it (test_bug_2). Run it and show it fail. Fix the bug, show the same test pass, then run the full test suite.
Rules
- Never fix a finding that was not reproduced.
- The skeptic gets the evidence, not your opinion.
- A test that passes before the fix does not test the bug.
- No finding ends as "looks fine". It is real, not a bug, merged or not reproduced.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

