using-skills
Skill3 starsChanged 29 days agoMITView on GitHub
Choose the smallest applicable workflow when task routing is uncertain. Triggers on "which skill should I use", "用哪个技能".
8 other projects use a version of this.
Adopted by
Most recently taken up by
- axiomantic/spellbooktheir own version, first seen Nov 1, 2026
- haintbotast/coding-agent-instructionstheir own version, first seen Oct 25, 2026
- KMaruthi2002/universal-llm-skillstheir own version, first seen Oct 25, 2026
- PracticalSwan/agent-skillstheir own version, first seen Oct 19, 2026
- TylerAkins/ai-agent-skillstheir own version, first seen Oct 15, 2026
- microsoft/FluidFrameworktheir own version, first seen Oct 13, 2026
Used with
Projects with it also use writing-skills.
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.
OpenAISkillwriting-skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Also in 3 projects that use this
Other versions8 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 8
- microsoft/FluidFramework★ 4.9ksame name
- aaddrick/claude-pipeline★ 128same name
- PracticalSwan/agent-skills★ 22same name
- axiomantic/spellbook★ 11same name
- KMaruthi2002/universal-llm-skills★ 1same name
- TylerAkins/ai-agent-skills★ 1same name
- haintbotast/coding-agent-instructions★ 0same name
- nilssonr/claude-skills★ 0same name
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 repository49 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- brainstormSkill
- oss-strategySkill
- specSkill
- researchSkill
- api-designSkill
- architectureSkill
- codebase-designSkill
- design-researchSkill
- domain-modelingSkill
- frontend-designSkill
- imagegenSkill
- image-to-codeSkill
- prompt-engineeringSkill
- prototypeSkill
- schema-designSkill
- auth-implementationSkill
- breakdownSkill
- context-engineeringSkill
- error-handlingSkill
- i18nSkill
- implementSkill
- multi-agent-orchestrationSkill
- cost-optimizationSkill
- performanceSkill
- refactoringSkill
- simplifySkill
- api-testingSkill
- e2e-testingSkill
- load-testingSkill
- tddSkill
- test-generationSkill
- a11y-reviewSkill
- code-reviewSkill
- debuggingSkill
- lintingSkill
- security-reviewSkill
- ci-cdSkill
- deprecation-migrationSkill
- git-workflowSkill
- oss-polishSkill
- shippingSkill
- documentation-auditSkill
- handoffSkill
- incident-responseSkill
- observabilitySkill
- purity-auditSkill
- skill-authoringSkill
The file
Files
Using Skills
When to use
- Choose the smallest applicable workflow when task routing is uncertain.
Not for: clear tasks with a selected skill; skill-authoring for maintenance.
Steps
- Identify intent, scope and uncertainty; use a clear skill directly and avoid ritual routing for simple questions.
- Choose by output and problem; clarify only if alternative interpretations change the work.
- Sequence only necessary prerequisites and reuse confirmed artifacts instead of forcing every lifecycle stage.
- Load the skill and only needed references; use ordinary engineering judgment if none fits and identify recurring gaps.
Verify
- Selected workflow fits intent; unnecessary skills, artifacts and repeated approval requests are avoided.
Phase catalog
- 01-product — brainstorm, oss-strategy, spec
- 02-research — research
- 03-design — api-design, architecture, codebase-design, design-research, domain-modeling, frontend-design, image-to-code, imagegen, prompt-engineering, prototype, schema-design
- 04-develop — auth-implementation, breakdown, context-engineering, error-handling, i18n, implement, multi-agent-orchestration
- 05-tune — cost-optimization, performance, refactoring, simplify
- 06-test — api-testing, e2e-testing, load-testing, tdd, test-generation
- 07-verify — a11y-review, code-review, debugging, linting, security-review
- 08-ship — ci-cd, deprecation-migration, git-workflow, oss-polish, shipping
- 09-operate — documentation-audit, handoff, incident-response, observability, purity-audit
- meta — skill-authoring, using-skills
References
- engineering-principles.md — shared decision boundaries, scope and verification.
- references/phase-tree.md — full ASCII decision tree by phase and task shape.
External skill discovery (npx skills find/add) is out of scope — this router maps tasks to this collection's internal skills only.
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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.
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