
building-skills-from-patterns
When the same multi-step workflow repeats in Cursor (user corrections or agent redos), capture it as a new SKILL.md under .cursor/skills/ so future sessions load it automatically.
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/spencerpauly/awesome-cursor-skills --skill building-skills-from-patterns- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads building-skills-from-patterns automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Building Skills From Patterns
Skills are reusable SKILL.md files. This meta-skill tells the agent to promote repeated muscle memory into a named skill: research once, encode the workflow, reuse forever.
When to trigger
- The user has asked for the same sequence three or more times (e.g. “always run lint then tsc then test before commit”).
- The agent notices it is re-deriving the same steps on every task in this repo (e.g. “how we deploy preview branches”).
- A correction sounds like a policy (“never use raw SQL here — always the repository layer”) — pair with
suggesting-cursor-rulesif it should be always-on; use a skill if it is a procedure with steps.
Workflow
1. Name the pattern
Choose a short slug (lowercase, hyphens): verifying-api-before-merge, releasing-mobile-build, etc.
2. Draft SKILL.md
Create .cursor/skills/<slug>/SKILL.md (or in this repo’s pattern, copy from resources/<slug>/SKILL.md when contributing upstream).
Frontmatter:
---
name: <slug>
description: One line: what it does and when to use it. Ends with a clear trigger.
user-invocable: true # optional, if the user should be able to invoke by name
---
Body sections (keep lean):
- Title — human-readable.
- When to use — bullets.
- Steps — numbered, imperative, tool names where useful (
npm,gh, MCP tools). - Notes — edge cases, safety, when not to use.
Match the tone of other skills in the repo: concrete commands, no filler.
3. Validate
- Description is specific enough for Cursor to match the skill when the user describes the task.
- Steps are executable by an agent without guessing repo layout (or say “detect package manager from lockfile”).
- No secrets or machine-specific paths.
4. Point the user to it
Tell the user where the file lives and that the agent will pick it up on the next chat in that workspace.
Relationship to rules and hooks
| Mechanism | Use for |
|---|---|
| Skill | On-demand procedure, branching steps, tool usage. |
Rule (.cursor/rules/) | Always-on conventions, style, file patterns. |
Hook (.cursor/hooks.json) | Automate after file save / stop events. |
If the pattern is “every time I save, run X,” suggest a hook instead. If it is “when I ask to ship,” keep it as a skill.
Notes
- Prefer one skill per workflow — avoid megaskills that try to cover every situation.
- Update an existing skill instead of adding a duplicate if the workflow evolves.
FAQ
What does the building-skills-from-patterns skill do?
When the same multi-step workflow repeats in Cursor (user corrections or agent redos), capture it as a new SKILL.md under .cursor/skills/ so future sessions load it automatically.
How do I install building-skills-from-patterns?
Run npx skills add https://github.com/spencerpauly/awesome-cursor-skills --skill building-skills-from-patterns in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/building-skills-from-patterns/ (personal) or .claude/skills/building-skills-from-patterns/ (project).
Which AI agents can use building-skills-from-patterns?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is building-skills-from-patterns safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains building-skills-from-patterns?
It is published by spencerpauly in spencerpauly/awesome-cursor-skills. It has 472 recorded installs.
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