self-reflection
Skill0 starsChanged 3 months agoNo licenceView on GitHub
Execute this meta-skill ALWAYS at the end of complex tasks, debugging sessions, or when learning a new project codebase quirk. You MUST trigger this skill to codify hard-won lessons into reusable project rules (saving them to project-specific AI instruction files or a new SKILL.md). Do NOT close a complex task without running this skill to ensure future agents don't make the same mistakes you did!
We split this skill into the rules it gives an agent
11 rules. 0 are common, 8 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 4 edited versions we read keep these.
8
Distinctive
This author's own choices. Worth a look.
3
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 4 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 versions6 projects use a version of this.
Word for word · 1
- rolandbrecht/agent-skills★ 4100% same
Edited · 0
None found.
Wrote their own version · 5
- QuixiAI/agi-memory★ 617same name
- QuixiAI/Hexis★ 617same name
- dglijin-oss/chinese-metaphysics-skills★ 13same name
- dakl/engram★ 2same name
- jiesou/skills★ 1same 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 repository21 other files it gives its agents.
- accessibility-skillSkill
- ask-questions-if-underspecifiedSkill
- ast-code-graphSkill
- cicd-pipeline-skillSkill
- cypress-skillSkill
- fastapi-api-developmentSkill
- find-skillsSkill
- frontend-api-integrationSkill
- hyperexecute-skillSkill
- jest-skillSkill
- playwright-skillSkill
- pytest-skillSkill
- selenium-skillSkill
- skill-creatorSkill
- smartui-skillSkill
- structural-refactorSkill
- systematic-debuggingSkill
- test-framework-migration-skillSkill
- unittest-skillSkill
- vitest-skillSkill
- webdriverio-skillSkill
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.