agent-introspection-debugging
Skill8 starsChanged 5 months agoNo licenceView on GitHub
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
We split this skill into the rules it gives an agent
14 rules. 10 are common, 0 are distinctive, and 4 are very specific to this project.
10
Common
Most of the 17 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
4
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 17 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 versions21 projects use a version of this.
Word for word · 4
- ArogyaReddy/https-github.com-affaan-m-everything-claude-code1★ 2100% same
- pcoulbourne/everything-claude-code★ 1100% same
- SamuelNDCE/claude-super-skill-library★ 1100% same
- davidanthonyn/claude-skills★ 0100% same
Edited · 17
- affaan-m/ECC★ 246k97% same
- mturac/everything-openai-codex★ 8999% same
- Fmarzochi/EGC★ 6198% same
- ysyecust/everything-claude-code★ 4499% same
- gongyijie85/dsh-ecc★ 897% same
- yevhens-hue/claude-skills-starter-kit★ 415% same
- bjornjee/skills★ 286% same
- JameMy0001/antigravity-skills-hub★ 189% same
- niloykumarbarman/EVERYTHING-CLAUDE-CODE★ 1100% same
- NISTALTALSON/essential-claude-skills★ 197% same
7 more not listed
Wrote their own version · 0
None found.
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 brand-discovery, competitive-platform-analysis 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.
ysyecustSkillbrand-discovery
Use when a brand needs to discover or articulate its identity through structured multi-session interviews. Covers purpose, positioning, audience, personality, voice, narrative, and founder-brand tension across 8 modules using laddering, 5 Whys, and projective techniques. Produces a resumable session with disk-persisted state and a master brandbook (90_SYNTHESIS.md).
Also in 3 projects that use this
- ysyecustSkill
competitive-platform-analysis
Use when scoping a competitive landscape — identifying, categorising, and score-filtering a competitor set before any benchmarking begins. Decides who counts as a competitor, which tier they belong to, and which sources to mine. First step in the three-skill competitive pipeline; precedes benchmark-methodology.
Also in 3 projects that use this
mturacSkillmle-workflow
Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML systems beyond one-off notebooks.
Also in 4 projects that use this
InfopibeSkilleverything-claude-code
Also in 3 projects that use this
- +2 more from ysyecust
In this repository50 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .claude/skills/vercel-react-best-practices/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- api-design-principlesSkill
- backend-patternsSkill
- brainstormingSkill
- canary-watchSkill
- coding-standardsSkill
- context-budgetSkill
- councilSkill
- deep-researchSkill
- design-taste-frontendSkill
- dispatching-parallel-agentsSkill
- docker-patternsSkill
- executing-plansSkill
- fastapi-templatesSkill
- finishing-a-development-branchSkill
- frontend-designSkill
- frontend-patternsSkill
- full-output-enforcementSkill
- git-workflowSkill
- hookify-rulesSkill
- minimalist-uiSkill
- openspec-apply-changeSkill
- openspec-archive-changeSkill
- openspec-exploreSkill
- openspec-proposeSkill
- postgres-patternsSkill
- python-patternsSkill
- python-performance-optimizationSkill
- python-testing-patternsSkill
- receiving-code-reviewSkill
- redesign-existing-projectsSkill
- requesting-code-reviewSkill
- safety-guardSkill
- search-firstSkill
- security-reviewSkill
- strategic-compactSkill
- subagent-driven-developmentSkill
- systematic-debuggingSkill
- tdd-workflowSkill
- test-driven-developmentSkill
- using-git-worktreesSkill
- using-superpowersSkill
- vercel-react-best-practicesSkill
- verification-before-completionSkill
- verification-loopSkill
- web-design-guidelinesSkill
- writing-plansSkill
- writing-skillsSkill
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