discovery

We split this skill into the rules it gives an agent

1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.

• 0

  Common

  Most of the 20 edited versions we read keep these.

• 1

  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

1. Distinctive:

   When the frontier is empty, produce a short written summary the user could send to a stakeholder without editing: the problem, the …

   line 19

“Common” is measured: kept by at least 6 in 10 of the 20 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.

• Other versions23 projects use a version of this.

  Word for word · 1

  1. RagnarPitla/microsoft-agent-skills★ 0100% same

  Edited · 0

  None found.

  Wrote their own version · 22

  1. AICMO/AiCMO-Marketing-Prompt-Collection★ 229same name
  2. avelikiy/great_cto★ 113same name
  3. joelhooks/joelclaw★ 64same name
  4. Kanevry/session-orchestrator★ 53same name
  5. jantichy/claude★ 45same name
  6. DGouron/review-flow★ 42same name
  7. Dan-Cleary/fdestack★ 40same name
  8. tekliner/improvado-agentic-frameworks-and-skills★ 17same name
  9. steepy-it/steepy-apex★ 13same name
  10. intent-driven-dev/skills★ 9same name

  12 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.

• Used alongsideProjects with it also use brainstorm, implement and 4 more.

  Other files people use alongside this one.

  How we pick theseFiles 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.

  • nicodianskSkill

    brainstorm

    Use when the user asks to add, build or change a feature and hasn't said exactly how, including a one-line request such as "add JSON output to the list command". Sizes the request first - a clear quick fix gets done directly, and anything with open choices is explored with questions before any code.

    Also in 4 projects that use this

  • Hugging FaceSkill

    implement

    Make tests pass. Invoke after /write-tests produces failing tests.

    Also in 5 projects that use this

  • MicrosoftSkill

    init

    Also in 3 projects that use this

  • BlockSkill

    plan

    Draft a TDD, PRD, or lightweight plan in the conversation without committing it.

    Also in 4 projects that use this

  • AnthropicSkill

    architecture

    Create or evaluate an architecture decision record (ADR). Use when choosing between technologies (e.g., Kafka vs SQS), documenting a design decision with trade-offs and consequences, reviewing a system design proposal, or designing a new component from requirements and constraints.

    Also in 3 projects that use this

  • SentrySkill

    review

    Fixture review skill.

    Also in 5 projects that use this

• In this repository43 other files it gives its agents.

  • AGENTS.mdAGENTS.md
  • CLAUDE.mdCLAUDE.md
  • .cursor/rules/ask-ragnar.mdcCursor rule
  • .cursor/rules/assess-change-blast-radius.mdcCursor rule
  • .cursor/rules/choose-agent-platform.mdcCursor rule
  • .cursor/rules/copilot-studio-auth-patterns.mdcCursor rule
  • .cursor/rules/copilot-studio-knowledge-grounding.mdcCursor rule
  • .cursor/rules/copilot-studio-production-patterns.mdcCursor rule
  • .cursor/rules/de-slop.mdcCursor rule
  • .cursor/rules/discovery.mdcCursor rule
  • .cursor/rules/evaluate-agent-quality.mdcCursor rule
  • .cursor/rules/explain-concept.mdcCursor rule
  • .cursor/rules/govern-agent-lifecycle.mdcCursor rule
  • .cursor/rules/ground-agents-in-work-context.mdcCursor rule
  • .cursor/rules/migrate-agent-to-skills.mdcCursor rule
  • .cursor/rules/monitor-agent-telemetry.mdcCursor rule
  • .cursor/rules/plan-agent-capacity-and-cost.mdcCursor rule
  • .cursor/rules/power-platform-alm-connection-refs.mdcCursor rule
  • .cursor/rules/respond-to-agent-incidents.mdcCursor rule
  • .cursor/rules/review-copilot-studio-agent.mdcCursor rule
  • .cursor/rules/structured-interview.mdcCursor rule
  • .cursor/rules/what-should-i-build.mdcCursor rule
  • .cursor/rules/write-a-skill.mdcCursor rule
  • ask-ragnarSkill
  • assess-change-blast-radiusSkill
  • choose-agent-platformSkill
  • copilot-studio-auth-patternsSkill
  • copilot-studio-knowledge-groundingSkill
  • copilot-studio-production-patternsSkill
  • de-slopSkill
  • evaluate-agent-qualitySkill
  • explain-conceptSkill
  • govern-agent-lifecycleSkill
  • ground-agents-in-work-contextSkill
  • migrate-agent-to-skillsSkill
  • monitor-agent-telemetrySkill
  • plan-agent-capacity-and-costSkill
  • power-platform-alm-connection-refsSkill
  • respond-to-agent-incidentsSkill
  • review-copilot-studio-agentSkill
  • structured-interviewSkill
  • what-should-i-buildSkill
  • write-a-skillSkill