skill-authoring
Skill3 starsChanged 8 days agoMITView on GitHub
Create, revise, split, merge, or retire an Agent Skill's discovery surface and admission boundaries: description, scope contract against neighboring Skills, reference layout, and activation metadata, with a discovery-layer self-review; also review a set of descriptions as text for overlap and selection blind spots. Not for changing only a Skill's domain method, which is ordinary implementation, or for measured selection or behavior experiments, which use testing-strategy.
89 other projects use a version of this.
Adopted by
Most recently taken up by
- neuroborus/agent-runnertheir own version, first seen Nov 8, 2026
- juninmd/skillstheir own version, first seen Nov 8, 2026
- TrueImmortal82/open-code-skillstheir own version, first seen Nov 8, 2026
- patrykmurzyn/skillstheir own version, first seen Nov 8, 2026
- frnkgns/Overgeared-Skillstheir own version, first seen Nov 8, 2026
- notivn/AIEVv2their own version, first seen Nov 8, 2026
Used with
Projects with it also use cloud-api-recipe-authoring, codebuddy-ide-mcp-upgrade and 10 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.
TencentCloudBaseSkillcloud-api-recipe-authoring
Author or revise a cloud-api-operations recipe (config/source/skills/cloud-api-operations/references/recipes/). Encodes why the long tail of control-plane capabilities is deliberately NOT wrapped as MCP/CLI tools, the API-first admission test for whether a capability deserves a recipe, the negative and positive lists, the fixed recipe structure, the writing rules distilled from writing-for-agents, the user-facing copy red lines, and the product regeneration/verification pipeline. Also routes contributors (and their agents) to the contribution flow and the pre-PR self-test protocol in references/contributing.md. Use when adding a recipe, judging whether a scenario belongs in the recipe set, updating the recipes index, re-checking existing recipes against the admission test, or onboarding someone who wants to submit one.
Also in 3 projects that use this
TencentCloudBaseSkillcodebuddy-ide-mcp-upgrade
升级 CodeBuddy IDE(genie 扩展)内置的 CloudBase MCP,以及 MCP 发版时同步 IDE 侧白名单。当用户提到「更新 IDE 里的 MCP」「内置 MCP 版本太老」「IDE 集成的 CloudBase 功能不足」「改工具白名单 toolWhiteList」「把新 bundle 打进 CodeBuddy」「白名单漂移」「MCP 发版要同步什么」时使用。覆盖:解包定位内置 bundle 与内嵌配置、重新构建 mcp bundle、生成新的工具白名单与系统提示词、安全注入 IDE 并备份、用 MCP 协议验证工具清单、人工端到端验收、一键回滚。
Also in 3 projects that use this
DIL8654Skillapi-contract-review
Review ASP.NET Core Web API contracts for HTTP semantics, versioning, backward compatibility, and response consistency. Use when the user asks to review an API, check endpoints, validate REST behavior, or before releasing contract changes.
Also in 5 projects that use this
zaxbysauceSkillpr-review-fix
Codex adapter for addressing pull request review feedback in opencode-swarm. Use when the user asks to fix PR review comments, requested changes, reviewer findings, CI-review notes, or a pasted review summary with low false-positive tolerance.
Also in 3 projects that use this
albertdobmeyerSkillgit-workflows
Advanced git operations beyond add/commit/push. Use when rebasing, bisecting bugs, using worktrees for parallel development, recovering with reflog, managing subtrees/submodules, resolving merge conflicts, cherry-picking across branches, or working with monorepos.
Also in 3 projects that use this
rogue-dev-studioSkillfrontend-engineering
Expert frontend application engineering: accessible UI structure, state and data-fetching discipline, form/validation UX, responsive layouts, performance budgets, and integration with API contracts. Use when building or refining SPA/web screens, design-system consumption, client-side routing, or fixing UI reliability (loading, empty, and error states).
Also in 3 projects that use this
- +6 more from TencentCloudBase
Other versions89 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 89
- nyldn/claude-octopus★ 4.4ksame name
- endurain-project/endurain★ 2.4ksame name
- joaovitoriasilva/endurain★ 2.4ksame name
- theopenco/llmgateway★ 1.7ksame name
- TencentCloudBase/CloudBase-AI-ToolKit★ 1.2ksame name
- TencentCloudBase/CloudBase-MCP★ 1.2ksame name
- TencentCloudBase/CloudBase-AI-Toolkit★ 1.2ksame name
- pockebot/openpocket★ 847same name
- QuixiAI/agi-memory★ 623same name
- QuixiAI/Hexis★ 623same name
79 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 repository34 other files it gives its agents.
- AGENTS.mdAGENTS.md
- docs/AGENTS.mdAGENTS.md
- analyze-projectSkill
- api-contract-strategySkill
- architecture-patternsSkill
- close-changeSkill
- design-changeSkill
- development-standardsSkill
- docker-multiarch-buildSkill
- error-patternsSkill
- go-guidelinesSkill
- herdr-implementSkill
- implement-changeSkill
- logging-standardsSkill
- lua-guidelinesSkill
- organize-docsSkill
- output-stylesSkill
- plan-changeSkill
- powershell-guidelinesSkill
- python-guidelinesSkill
- review-changeSkill
- review-designSkill
- review-implementationSkill
- review-planSkill
- routeros-scripting-guidelinesSkill
- runtime-diagnosisSkill
- security-guardrailsSkill
- shell-guidelinesSkill
- skill-minerSkill
- skills-routingSkill
- smart-commitSkill
- sops-age-guardrailsSkill
- sync-truthSkill
- testing-strategySkill
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 80 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.
- Common
- Distinctive
- Very specific
- Distinctive: line 22
Write the scope contract first: the cluster of neighboring Skills, the question that separates them, what this Skill owns, and each handoff …
- Distinctive: line 23
Place each fact on the layer that is visible when the model uses it.
- Distinctive: line 24
Write the body's admission section, then the description as its summary: the decision the Skill resolves, its trigger, the one or two most …
- Distinctive: line 26
Write or revise the body and references with Instruction Content.
- Distinctive: line 28
Run the repository's structural checks.
“Common” is measured: kept by at least 6 in 10 of the 80 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.
Files
Skill Authoring
Shape where a Skill is found, what it admits, and what it hands to its neighbors, so that a model choosing among Skills sees each deciding fact when it decides. The Skill's domain method stays with that Skill.
Use This Skill When
- creating, splitting, merging, renaming, or retiring a Skill
- revising a description, an activation mode or host invocation metadata, a neighbor boundary, or the reference layout
- reviewing a set of descriptions as text for overlap, contradiction, or selection blind spots
An edit that changes only a Skill's domain method, without touching its description, boundaries, or activation, is ordinary implementation. Measuring whether agents actually select or follow a Skill is an evaluation: use references/agent-skill-evaluation.md in testing-strategy with its authority and budget requirements.
Editing Skill files needs an explicit request. It does not authorize editing harness-global instruction files, installing or refreshing installed Skills, or running live-model trials; each needs its own approved scope. When a rename or retirement leaves a host entry instruction or an installed copy pointing at the old ID, report that follow-up instead of changing those files.
Workflow
- Write the scope contract first: the cluster of neighboring Skills, the question that separates them, what this Skill owns, and each handoff with its situation, one receiver, and the candidates it replaces. Read Scope Contracts.
- Place each fact on the layer that is visible when the model uses it. Read Discovery Layers.
- Write the body's admission section, then the description as its summary: the decision the Skill resolves, its trigger, the one or two most confusable exclusions with their receivers, and an explicit or overlay marker when the activation mode needs one.
- Where the repository keeps an inventory, activation registry, or scope-contract registry, change that owner first and its summaries and projections after it. Follow the repository's own instructions for exact files, generators, and checks.
- Write or revise the body and references with Instruction Content.
- Review layer by layer: each lower layer refines and never contradicts the one above, every exclusion names its receiver, no fact has two owners, and no trigger examples, keyword lists, or inventory constants enter installed text. Where the repository keeps selection probes, add or update a pair: one request the Skill should own and a nearby one it should hand off.
- Run the repository's structural checks. Run a behavioral comparison only for a concrete behavioral question.
Report what changed on the discovery surface, the handoffs added or removed with their receivers, the checks run, and any entry, installation, or host follow-up that needs separate authority.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
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.
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.

