creating-skills
Skill0 starsChanged 8 months agoMITView on GitHub
用于创建或重构 skill 本身:当主任务是编写 `SKILL.md`、frontmatter、目录结构、命名、bundled resources,或把 skill 迁移到当前 Codex / 本地 skills 约定时使用。Prefer `skill-creator` for eval 循环、benchmark 驱动迭代或 trigger 准确率优化。
30 other projects use a version of this.
Adopted by
Most recently taken up by
- RiccardoGrin/skillstheir own version, first seen Nov 8, 2026
- myths-labs/musetheir own version, first seen Nov 6, 2026
- JustYannicc/skillstheir own version, first seen Nov 1, 2026
- vstlmkh/creating-skillstheir own version, first seen Nov 1, 2026
- jaktestowac/awesome-copilot-for-testerstheir own version, first seen Nov 1, 2026
- osmontero/opencode-skillstheir own version, first seen Oct 27, 2026
Used with
Projects with it also use building-chatgpt-apps, building-chat-interfaces 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.
mjunaidcaSkillbuilding-chatgpt-apps
Guides creation of ChatGPT Apps with interactive widgets using OpenAI Apps SDK and MCP servers. Use when building ChatGPT custom apps with visual UI components, embedded widgets, or rich interactive experiences. Covers widget architecture, MCP server setup with FastMCP, response metadata, and Developer Mode configuration. NOT when building standard MCP servers without widgets (use building-mcp-servers skill instead).
Also in 4 projects that use this
mjunaidcaSkillbuilding-chat-interfaces
Build AI chat interfaces with custom backends, authentication, and context injection. Use when integrating chat UI with AI agents, adding auth to chat, injecting user/page context, or implementing httpOnly cookie proxies. Covers ChatKitServer, useChatKit, and MCP auth patterns. NOT when building simple chatbots without persistence or custom agent integration.
Also in 4 projects that use this
- +10 more from mjunaidca
Other versions30 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 30
- NangoHQ/nango★ 13ksame name
- microsoft/FluidFramework★ 4.9ksame name
- dotnet/fsharp★ 4.3ksame name
- AgentWorkforce/relay★ 1.1ksame name
- microsoft/vstest★ 976same name
- redai-infra/Relax★ 675same name
- pr-pm/prpm★ 124same name
- jaktestowac/awesome-copilot-for-testers★ 118same name
- microsoft/upgrade-agent-plugins★ 46same name
- myths-labs/muse★ 38same name
20 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 repository64 other files it gives its agents.
- AGENTS.mdAGENTS.md
- androidSkill
- aspnet-coreSkill
- best-mindsSkill
- better-iconsSkill
- brainstormingSkill
- chatgpt-appsSkill
- chrome-ext-architectSkill
- compose-skillSkill
- context-compressionSkill
- context-fundamentalsSkill
- develop-web-gameSkill
- docSkill
- find-skillsSkill
- fixing-accessibilitySkill
- fixing-motion-performanceSkill
- frontend-designSkill
- gh-address-commentsSkill
- gh-fix-ciSkill
- git-commitSkill
- github-pr-creationSkill
- github-pr-mergeSkill
- github-pr-reviewSkill
- imagegenSkill
- iosSkill
- jupyter-notebookSkill
- linearSkill
- macosSkill
- memory-systemsSkill
- netlify-deploySkill
- notion-knowledge-captureSkill
- notion-meeting-intelligenceSkill
- notion-research-documentationSkill
- notion-spec-to-implementationSkill
- openai-docsSkill
- pdfSkill
- planning-with-filesSkill
- playwrightSkill
- react-best-practicesSkill
- receiving-code-reviewSkill
- render-deploySkill
- requesting-code-reviewSkill
- saas-site-researchSkill
- screenshotSkill
- security-best-practicesSkill
- security-ownership-mapSkill
- security-threat-modelSkill
- sentrySkill
- skill-creatorSkill
- slidesSkill
- soraSkill
- speechSkill
- spreadsheetSkill
- subagent-driven-developmentSkill
- swiftui-expert-skillSkill
- systematic-debuggingSkill
- test-driven-developmentSkill
- theme-factorySkill
- transcribeSkill
- ui-ux-pro-maxSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 4 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 28 edited versions we read keep these.
4
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 16
Call out what evidence would change the recommendation.
- Distinctive: line 17
Keep the output concise, reusable, and easy to operationalize.
- Distinctive: line 21
Keep examples generic, privacy-safe, and portable across hosts.
- Distinctive: line 24
Do not spend time benchmarking before the skill structure is coherent.
“Common” is measured: kept by at least 6 in 10 of the 28 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
creating-skills
Intent
- 用于创建或重构 skill 本身:当主任务是编写
SKILL.md、frontmatter、目录结构、命名、bundled resources,或把 skill 迁移到当前 Codex / 本地 skills 约定时使用。Preferskill-creatorfor eval 循环、benchmark 驱动迭代或 trigger 准确率优化。
Default operating pattern
- Clarify the decision that actually matters for the user right now.
- Compare serious options and explain the trade-offs in plain language.
- Recommend one default path and explain why it wins.
- Call out what evidence would change the recommendation.
- Keep the output concise, reusable, and easy to operationalize.
Pack fit
- Included in:
skill-authoring - Keep examples generic, privacy-safe, and portable across hosts.
Boundary
- Do not spend time benchmarking before the skill structure is coherent.
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.

