self-improvement
Skill27 starsChanged 9 months agoNo licenceView on GitHub
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.
- Commits and pushes
We split this skill into the rules it gives an agent
23 rules. 7 are common, 10 are distinctive, and 6 are very specific to this project.
7
Common
Most of the 25 edited versions we read keep these.
10
Distinctive
This author's own choices. Worth a look.
6
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 25 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 versions27 projects use a version of this.
Word for word · 1
- seasky7c/legal-skills★ 4100% same
Edited · 16
- wanikua/boluobobo-ai-court-tutorial★ 2.7k86% same
- InternLM/WildClawBench★ 53086% same
- pskoett/pskoett-ai-skills★ 32062% same
- OpenBMB/EC2-Bench★ 1986% same
- eraycc/Openclaw-Skills★ 1686% same
- hua695/MathModeling-Skills-Arsenal★ 1174% same
- lanyasheng/self-improving-agent★ 821% same
- dycnnnb/skills★ 286% same
- xiangu152/my_claude_skills★ 276% same
- mashharuki/claude-code-sample★ 186% same
6 more not listed
Wrote their own version · 10
- bokan/claude-skill-self-improvement★ 12same name
- ozten/skills★ 7same name
- devantler-tech/agent-skills★ 3same name
- codewandler/flux★ 1same name
- cormacc/dotagents★ 1same name
- juandelossantos/another-agent-skills★ 1same name
- Megaprompting/titans-disposition★ 1same name
- bocodes1/claude-skills★ 0same name
- Leostruka/devin-bundle★ 0same name
- NAJEMWEHBE/studio-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.
Used alongsideProjects with it also use skill-vetter, browser-use and 4 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.
LaoK2017Skillskill-vetter
Security review and audit tool for AI agent skills. Use when asked to "vet a skill", "check skill security", "audit a skill", or when reviewing skills before installation to detect malicious code, unauthorized access, and suspicious patterns.
Also in 3 projects that use this
Saik0sSkillbrowser-use
AI-driven browser automation via Model Context Protocol
Also in 3 projects that use this
VercelSkillagent-browser
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
Also in 6 projects that use this
VercelSkillfind-skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Also in 5 projects that use this
SentrySkillskill-creator
Create new agent skills following the Agent Skills specification. Use when asked to "create a skill", "add a new skill", "write a skill", "make a skill", "build a skill", or scaffold a new skill with SKILL.md. Guides through requirements, writing, registration, and verification.
Also in 5 projects that use this
BlockSkillfrontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
Also in 3 projects that use this
In this repository71 other files it gives its agents.
- Agent BrowserSkill
- arxiv-watcherSkill
- autogame-talesSkill
- auto-pr-mergerSkill
- auto-troubleshooterSkill
- byteroverSkill
- change-approvalSkill
- code-searchSkill
- cursor-agentSkill
- daily-digestSkill
- ddg-searchSkill
- diary-visualizerSkill
- docker-essentialsSkill
- docx-skillSkill
- dubySkill
- evolver-control.bakSkill
- evolver-daemon.bakSkill
- capability-evolverSkill
- evolver-watchdogSkill
- evomapSkill
- exec-monitorSkill
- gateway-managerSkill
- github-trendsSkill
- git-summarySkill
- git-syncSkill
- green-tea-personaSkill
- htn-plannerSkill
- identity-managerSkill
- idol-showSkill
- interaction-analyzerSkill
- interaction-loggerSkill
- kusa-imageSkill
- kusaSkill
- log-archiverSkill
- loop-manager.bakSkill
- media-converterSkill
- memory-managerSkill
- meow-finderSkill
- mind-blowSkill
- model-usageSkill
- moments-generatorSkill
- nano-banana-proSkill
- nano-banana-proSkill
- openclaw-earnerSkill
- pdfSkill
- persona-engineSkill
- persona-managerSkill
- process-managerSkill
- progressive-memory-helperSkill
- progressive-memorySkill
- prompt-optimizerSkill
- pymupdf-pdfSkill
- reddit-insightsSkill
- regex-patternsSkill
- sage-planningSkill
- security-sentinelSkill
- agentguardSkill
- skill-health-monitorSkill
- skill-release-managerSkill
- speedtestSkill
- The first 60 shown.
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.