coding
Skill2 starsChanged 50 days agoNo licenceView on GitHub
Scope and execute coding tasks with a compact Work Contract, one orientation pass, and proportionate validation, then self-review the diff. Use for implementing, modifying, or restructuring code whose scope, authority, or acceptance needs settling first. Skip trivial edits with an unambiguous target.
27 other projects use a version of this.
Adopted by
Most recently taken up by
- zakirkun/slayerclawtheir own version, first seen Nov 8, 2026
- jav-ed/skill_Managtheir own version, first seen Nov 1, 2026
- DegreeSign/skillstheir own version, first seen Nov 1, 2026
- wwwyo/syokantheir own version, first seen Oct 27, 2026
- AnthonyPoschen/agent-skillstheir own version, first seen Oct 26, 2026
- vercel-labs/hatcherytheir own version, first seen Oct 13, 2026
Used with
Projects with it also use research, domain-modeling and 8 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.
NVIDIASkillresearch
Before designing a feature, research how comparable libraries solve the problem, check best practices, known pitfalls, and upstream changes. Use when starting a new feature, investigating an unfamiliar area, or the user asks to research something.
Also in 7 projects that use this
GoogleSkilldomain-modeling
Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to maintain the domain model.
Also in 4 projects that use this
MicrosoftSkillwriting-for-agents
Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.
Also in 3 projects that use this
GoogleSkillgrilling
Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.
Also in 4 projects that use this
MicrosoftSkillgrill-with-docs
Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.
Also in 3 projects that use this
Hugging FaceSkillimplement
Make tests pass. Invoke after /write-tests produces failing tests.
Also in 3 projects that use this
- +2 more from google
- +1 more from microsoft
Other versions27 projects use a version of this.
Word for word · 1
- TobyChain/skill-net★ 2100% same
Edited · 0
None found.
Wrote their own version · 26
- leon-ai/leon★ 18ksame name
- nearai/ironclaw★ 13ksame name
- micronaut-projects/micronaut-core★ 6.4ksame name
- sherifabdlnaby/skills★ 9same name
- zakirkun/slayerclaw★ 8same name
- vercel-labs/hatchery★ 7same name
- roby2358/skills★ 5same name
- davidkiss/smart-ai-skills★ 4same name
- ila/duckdb-claude-skills★ 4same name
- niqinggood/openkitty-skills★ 4same name
16 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 repository9 other files it gives its agents.
- generalSkill
- huashu-designSkill
- drawio-ultraSkill
- excalidraw-ultraSkill
- matlabplot-ultraSkill
- tikz-ultraSkill
- abstract-skillSkill
- paper-writingSkill
- report-writingSkill
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 5 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 21 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
0
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 21 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.
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.

