debug
Skill1 starsChanged 8 days agoMITView on GitHub
Run the AIPG debug workflow, which reviews a repo or change for production defects and then fixes the triaged issue files with develop's fix mode. Use only when the user explicitly asks for the AIPG debug workflow.
192 other projects use a version of this.
Adopted by
Most recently taken up by
- PeanutGT/NutsSkillstheir own version, first seen Nov 8, 2026
- jskswamy/skillstheir own version, first seen Nov 8, 2026
- Firzus/agent-skillstheir own version, first seen Nov 8, 2026
- domengabrovsek/agent-configtheir own version, first seen Nov 8, 2026
- domengabrovsek/claudetheir own version, first seen Nov 8, 2026
- microsoft/veronatheir own version, first seen Nov 8, 2026
Used with
Projects with it also use add-discord, add-slack and 10 more.
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.
MicrosoftSkilladd-discord
Add Discord bot channel integration via Chat SDK.
Also in 11 projects that use this
MicrosoftSkilladd-slack
Add Slack channel integration via Chat SDK.
Also in 11 projects that use this
- +10 more from microsoft
Other versions192 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 192
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- anthropics/knowledge-work-plugins★ 35ksame name
- gavrielc/nanoclaw★ 31ksame name
- nanocoai/nanoclaw★ 31ksame name
- qwibitai/nanoclaw★ 31ksame name
- openai/symphony★ 27ksame name
- FalkorDB/FalkorDB★ 10ksame name
- NVIDIA/TensorRT-Model-Optimizer★ 5.6ksame name
- NVIDIA/Model-Optimizer★ 5.6ksame name
182 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 repository10 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- tests/CLAUDE.mdCLAUDE.md
- tools/CLAUDE.mdCLAUDE.md
- brainstormSkill
- decideSkill
- developSkill
- docsSkill
- enhanceSkill
- investigateSkill
- refineSkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 1 is distinctive, and 1 is very specific to this project.
0
Common
Most of the 175 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 20
Read ${CLAUDE_PLUGIN_ROOT}/workflows/audit/CLAUDE.md and follow it exactly, through its scope section and its defects kind section.
- Distinctive: line 23
Use these paths wherever the guide says "this checkout" or "the tool's own directory":
“Common” is measured: kept by at least 6 in 10 of the 175 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
The user wants to run the debug dynamic workflow (review, then fix) on the task below. It is the audit workflow's defects kind.
First, before any step of the guide, run the setup check
node "${CLAUDE_PLUGIN_ROOT}/tools/onboard.mjs" check --root "${CLAUDE_PLUGIN_DATA}" --repo <target.repo>,
where <target.repo> is the repo the run works on. When the task does not name that repo, ask the user
for it, since the working directory may be another repo. On ready, go on. On ask, ask the questions
it prints in one AskUserQuestion call and run the save command it prints with the answers. The save
prints ready once nothing is missing. When either command exits 1, show the user its message, which
names the cause, and run it again once the cause is fixed. The Workflow tool launches only engines the
session can read, which is what the access question settles. When the user declines it, the user runs
the /add-dir command that question names for this session, and you pass --access session to the save and to each
later check in this session. A user who declines both gets no run, since the Workflow tool cannot read the engine.
Read ${CLAUDE_PLUGIN_ROOT}/workflows/audit/CLAUDE.md and follow it exactly, through its scope section
and its defects kind section.
Work the checklist's defects lists top to bottom.
Use these paths wherever the guide says "this checkout" or "the tool's own directory":
- Review engine
scriptPath:${CLAUDE_PLUGIN_ROOT}/workflows/audit/audit.mjs, launched withkind: defects - Fix engine
scriptPath(develop in fix mode, guide${CLAUDE_PLUGIN_ROOT}/workflows/develop/CLAUDE.md):${CLAUDE_PLUGIN_ROOT}/workflows/develop/develop-cycle.mjs - develop's
blockToolarg: the args tool below prints it, so the spread args carry it, and develop throws without it. Never pass it by hand. - Args, status and triage tool (operator-side):
${CLAUDE_PLUGIN_ROOT}/tools/plan-edit.mjs - Onboarding tool (operator-side):
${CLAUDE_PLUGIN_ROOT}/tools/onboard.mjs - Project-settings tool (operator-side):
${CLAUDE_PLUGIN_ROOT}/tools/project-settings.mjs - Worktree tool (operator-side):
${CLAUDE_PLUGIN_ROOT}/tools/wt.mjs - Unit slicer (plain Node, run directly):
${CLAUDE_PLUGIN_ROOT}/workflows/audit/gen-units.mjs rootarg:${CLAUDE_PLUGIN_DATA}. Runs land in itsruns/<runId>/. Never the plugin install dir, which is version-swapped on update.
$ARGUMENTS
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
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.

