self-improvement
Skill2 starsChanged 7 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User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task.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.
33 other projects use a version of this, 20 of them edited.
Adopted by
Most recently taken up by
- TrueImmortal82/open-code-skillstheir own version, first seen Nov 8, 2026
- wagmarsouza/trace-lessontheir own version, first seen Nov 8, 2026
- mahsumaktas/agent-evolution-kitedited, first seen Nov 8, 2026
- Elong-svg/business-plan-factoryedited, first seen Nov 8, 2026
- cjh-solver/MathModeling-Skills-Arsenaledited, first seen Nov 8, 2026
- cormacc/dotagentstheir own version, first seen Nov 4, 2026
Used with
Projects with it also use skill-vetter, browser-use and 3 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
NVIDIASkilldeep-research
Queue deep, multi-step research and analysis tasks to the DeepAgents worker. Supports execution depth presets, request-specific rubrics, SubAgent delegation, and RubricMiddleware cross-validation.
Also in 3 projects that use this
Microsoft AzureSkillhumanizer
Tone enforcement patterns for external-facing community responses
Also in 3 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
Other versions33 projects use a version of this.
Word for word · 0
None found.
Edited · 20
- wanikua/boluobobo-ai-court-tutorial★ 2.7k36% same
- InternLM/WildClawBench★ 53436% same
- pskoett/pskoett-ai-skills★ 32731% same
- kunwl123456/zeroclaw-skills-collection★ 2740% same
- OpenBMB/EC2-Bench★ 1936% same
- eraycc/Openclaw-Skills★ 1636% same
- cjh-solver/MathModeling-Skills-Arsenal★ 1441% same
- hua695/MathModeling-Skills-Arsenal★ 1241% same
- lanyasheng/self-improving-agent★ 821% same
- seasky7c/legal-skills★ 440% same
10 more not listed
Wrote their own version · 13
- bokan/claude-skill-self-improvement★ 12same name
- ozten/skills★ 7same name
- devantler-tech/agent-skills★ 3same name
- pfeff/claude-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
3 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 repository27 other files it gives its agents.
- agent-browserSkill
- context-guardianSkill
- excel-xlsxSkill
- feishuSkill
- find-skillsSkill
- fine-tuning-expertSkill
- install-skillSkill
- nano-pdfSkill
- omc-referenceSkill
- opencode-adapterSkill
- parallel-deep-researchSkill
- patent-writerSkill
- persistent-agentSkill
- prompt-engineeringSkill
- prompt-tunerSkill
- rag-retrievalSkill
- self-improving-agentSkill
- skill-creatorSkill
- skill-quality-analyzerSkill
- skill-security-analyzer-v2Skill
- skill-translatorSkill
- spark-optimizationSkill
- ssh-essentialsSkill
- tavily-searchSkill
- web-researchSkill
- web-searchSkill
- word-docxSkill
The file
We split this skill into the rules it gives an agent
12 rules. 0 are common, 10 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 32 edited versions we read keep these.
10
Distinctive
This author's own choices. Worth a look.
2
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 32 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.
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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.
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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.

