root-cause-debugging
Skill2 starsChanged 35 days agoLicence not identifiedView on GitHub
Use when encountering a bug, test failure, regression, flaky test, or unexpected behavior — before proposing or applying any fix
9 other projects use a version of this.
Adopted by
Most recently taken up by
- reddygopalkrishna/developer-agent-skillstheir own version, first seen Nov 8, 2026
- alfonsusenrico/pakemtheir own version, first seen Oct 25, 2026
- plori-ai/skillstheir own version, first seen Oct 22, 2026
- AL-JANEF/janef-forgetheir own version, first seen Sep 19, 2026
- AL-JANEF/janefskillstheir own version, first seen Sep 19, 2026
- adamentwistle/fable-skillstheir own version, first seen Sep 3, 2026
Used with
Projects with it also use ui-ux-quality and security-audit.
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.
AL-JANEFSkillui-ux-quality
Make product flows clear and recoverable: primary action and next step obvious, forms with clear labels, validation timing, actionable errors, preserved input on failure, consistent navigation and terminology, and no hidden or surprising destructive actions. Use for user flows, forms, navigation, onboarding, dialogs, and interaction design.
Also in 3 projects that use this
CloudflareSkillsecurity-audit
Security guidance and vulnerability review for codebases, APIs, services, CLI tools, libraries, and daemons. Use for security questions, focused reviews, vulnerability research, security audits, or pen tests. Run the complete workflow only for explicit codebase audit or pen-test requests, full/comprehensive/end-to-end reviews, or requested report artifacts.
Also in 4 projects that use this
Other versions9 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 9
- adamentwistle/fable-skills★ 98same name
- reddygopalkrishna/developer-agent-skills★ 8same name
- 05-deepak-patidar/claude-skills★ 4same name
- AL-JANEF/janef-forge★ 1same name
- AL-JANEF/janefskills★ 1same name
- HEMANTH-A-7/engram★ 1same name
- alfonsusenrico/pakem★ 0same name
- nolotus/skills★ 0same name
- plori-ai/skills★ 0same name
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 repository15 other files it gives its agents.
- blast-radiusSkill
- clarifying-requirementsSkill
- durable-knowledgeSkill
- durable-plansSkill
- escalate-dont-thrashSkill
- exploring-approachesSkill
- fail-loudSkill
- measure-before-optimizingSkill
- receiving-feedbackSkill
- safe-refactoringSkill
- schema-migration-safetySkill
- surgical-changesSkill
- verify-before-doneSkill
- writing-meaningful-testsSkill
- writing-solid-plansSkill
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 8 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.
The licence could not be identified — 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 8 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.
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.

