implement
Skill1 starsChanged 5 months agoMITView on GitHub
Full implementation workflow - scout gathers context, planner creates plan, worker implements. Use for implementing features from scratch.
191 other projects use a version of this.
Adopted by
Most recently taken up by
- revisit-studies/studytheir own version, first seen Nov 9, 2026
- dz114879/skillstheir own version, first seen Nov 8, 2026
- Dimon94/dveritytheir own version, first seen Nov 8, 2026
- Dimon94/skillstheir own version, first seen Nov 8, 2026
- The-Vibe-Company/quivrtheir own version, first seen Nov 8, 2026
- miklschmidt/archboardtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use setup-ts-deep-modules, ask-matt 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.
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Grill me about specs for the workflows I want to build, within this workspace.
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Turn a decision you can't fully answer into a questionnaire for someone else to fill in.
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ryotaroh180105Skillclaude-handoff
Hand the current conversation off to a fresh background agent that picks up the work immediately.
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GoogleSkillto-spec
Turn the current conversation into a spec and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.
Also in 168 projects that use this
- +3 more from google
Other versions191 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 191
- mattpocock/skills★ 309ksame name
- QuivrHQ/quivr★ 40ksame name
- The-Vibe-Company/quivr★ 40ksame name
- foambubble/foam★ 17ksame name
- formbricks/formbricks★ 13ksame name
- ArcReel/ArcReel★ 6.3ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- fallow-rs/fallow★ 5.3ksame name
- withcoral/coral★ 4.9ksame name
- bestofjs/bestofjs★ 3.1ksame name
181 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 repository15 other files it gives its agents.
- ci-preflightSkill
- code-reviewSkill
- debugSkill
- docx-processingSkill
- github-publishSkill
- pdf-processingSkill
- permission-modesSkill
- planSkill
- pptx-processingSkill
- refactorSkill
- security-testingSkill
- specSkill
- testSkill
- web-developmentSkill
- xlsx-processingSkill
The file
We split this skill into the rules it gives an agent
9 rules. 0 are common, 9 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 171 edited versions we read keep these.
9
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 10
Use the subagent tool with the chain parameter to execute this workflow:
- Distinctive: line 19
Read the surrounding code to match style and conventions
- Distinctive: line 20
Check if the codebase has a CLAUDE.md, README.md, or contributing guide
- Distinctive: line 24
Follow the principle of least surprise
- Distinctive: line 26
Keep functions small and focused (one level of abstraction per function)
- Distinctive: line 28
Add comments only when the code cannot be made self-documenting
- Distinctive: line 31
Verify with existing tests
- Distinctive: line 32
If no tests exist for the affected area, add them
- Distinctive: line 33
Run the linter and formatter if available
“Common” is measured: kept by at least 6 in 10 of the 171 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
Implementation (Opus 级)
Workflow
Use the subagent tool with the chain parameter to execute this workflow:
- First, use the "scout" agent to find all code relevant to: $@
- Then, use the "planner" agent to create an implementation plan for "$@" using the context from the previous step
- Finally, use the "worker" agent to implement the plan from the previous step
Coding Standards
Before writing code
- Read the surrounding code to match style and conventions
- Check if the codebase has a CLAUDE.md, README.md, or contributing guide
- Understand the existing patterns before introducing new ones
While writing code
- Follow the principle of least surprise
- Name things by what they are, not how they're used
- Keep functions small and focused (one level of abstraction per function)
- Handle errors at the boundary, not in the middle
- Add comments only when the code cannot be made self-documenting
After writing code
- Verify with existing tests
- If no tests exist for the affected area, add them
- Run the linter and formatter if available
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
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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.

