debug
Skill0 starsChanged 4 months agoNo licenceView on GitHub
Diagnoses a failing program under a hypothesis-driven loop: reproduce the failure before theorizing, log observed facts separately from inferences, hold competing hypotheses until the cheapest probe discriminates between them, and confirm the mechanism with instrumentation before any fix lands. Use when a test or command fails for an unclear reason, a bug needs bisecting to the commit or input that caused it, a failure only reproduces intermittently, or asked to find out why something is broken ("이거 왜 안 되는지 찾아줘"). Not for restructuring working code (use refactor), suite-level test architecture (use principle-testing), or triaging a vulnerability class (use security).
We split this skill into the rules it gives an agent
1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.
0
Common
Most of the 167 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 167 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.
Other versions190 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 190
- Yeachan-Heo/oh-my-claudecode★ 40ksame name
- Yeachan-Heo/oh-my-claude-sisyphus★ 40ksame name
- anthropics/knowledge-work-plugins★ 34ksame name
- gavrielc/nanoclaw★ 31ksame name
- nanocoai/nanoclaw★ 31ksame name
- qwibitai/nanoclaw★ 31ksame name
- openai/symphony★ 27ksame name
- FalkorDB/FalkorDB★ 11ksame name
- NVIDIA/Model-Optimizer★ 5.5ksame name
- NVIDIA/TensorRT-Model-Optimizer★ 5.3ksame name
180 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.
Used alongsideProjects 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
- MicrosoftSkill
add-slack
Add Slack channel integration via Chat SDK.
Also in 11 projects that use this
- +10 more from microsoft
In this repository49 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .claude/CLAUDE.mdCLAUDE.md
- apiSkill
- architectSkill
- arenaSkill
- automate-meSkill
- benchmark-checklistSkill
- bennySkill
- blast-radiusSkill
- broSkill
- browserSkill
- cicdSkill
- correctSkill
- craft-helpSkill
- craft-modeSkill
- dbSkill
- designSkill
- distilSkill
- documentSkill
- figure-it-outSkill
- gitSkill
- gpuSkill
- howSkill
- initSkill
- interrogateSkill
- issue-triageSkill
- make-bot-uiSkill
- mlSkill
- obsidianSkill
- orcaSkill
- principle-architectureSkill
- principle-backendSkill
- principle-frontendSkill
- principle-programmingSkill
- principle-testingSkill
- recallSkill
- refactorSkill
- reflectSkill
- researchSkill
- securitySkill
- show-me-your-workSkill
- swarmSkill
- tailscaleSkill
- tddSkill
- teachSkill
- unslopSkill
- whySkill
- write-prdSkill
- write-reportSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
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.