search-first
Skill8 starsChanged 5 months agoNo licenceView on GitHub
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.
- Installs packages
We split this skill into the rules it gives an agent
5 rules. 0 are common, 4 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 27 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
1
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 27 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 versions40 projects use a version of this.
Word for word · 8
- loulanyue/awesome-claude-notes★ 272100% same
- frankxai/agentic-creator-os★ 10100% same
- DetectHensenberg/RAG4JZDQ★ 8100% same
- get-proofpilot/claude-skills-catalog★ 1100% same
- TironFox/everything-claude-code★ 1100% same
- gesh75/claude-skills★ 0100% same
- MohamedEssam0-0/claude-skills★ 0100% same
- PeterYang888/claude-skills★ 0100% same
Edited · 16
- Fmarzochi/EGC★ 6196% same
- jiten-singh-shahi/salesforce-claude-code★ 1535% same
- sidiangongyuan/codex-skills-library★ 1131% same
- gongyijie85/dsh-ecc★ 876% same
- Yog-Sotho/claude-skills★ 413% same
- chadixearth/graphyloop★ 376% same
- bjornjee/skills★ 277% same
- junimnjw/everything-claude-code★ 129% same
- royaluniondesign-sys/claude-os★ 198% same
- SamuelNDCE/claude-super-skill-library★ 177% same
6 more not listed
Wrote their own version · 16
- songjiun10-collab/Senior-thinking-skills★ 87same name
- LeeYudok/agents-scaffold★ 37same name
- YehudaFrankel/clankbrain★ 16same name
- arsen-ask-lx/Agent_Quality_Kit★ 4same name
- shimo4228/search-first★ 4same name
- shimo4228/claude-harness★ 3same name
- Saddss/cursor-skills★ 2same name
- shimo4228/akc-cycle★ 2same name
- manastalukdar/ai-devstudio★ 1same name
- minghaoZhangZ/shipkit★ 1same name
6 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.
Used alongsideProjects with it also use continuous-agent-loop, agent-harness-construction and 5 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.
junimnjwSkillcontinuous-agent-loop
Patterns for continuous autonomous agent loops with quality gates, evals, and recovery controls.
Also in 4 projects that use this
junimnjwSkillagent-harness-construction
Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
Also in 4 projects that use this
loulanyueSkillrules-distill
Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files
Also in 3 projects that use this
dcs-soniSkillcodebase-onboarding
Help developers understand unfamiliar codebases quickly. Use when
Also in 3 projects that use this
MicrosoftSkillerror-handling
统一错误处理系统。在添加 API 端点、修改错误处理、添加前端 API 调用、编写错误相关测试时使用。
Also in 3 projects that use this
- +2 more from junimnjw
In this repository50 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .claude/skills/vercel-react-best-practices/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- agent-introspection-debuggingSkill
- 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
- 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
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.

