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kongyo2kongyo2/prompt-engineering-skill/prompt-engineering/SKILL.md

prompt-engineering

Skill2 starsChanged 13 months agoNo licenceView on GitHub

Comprehensive prompt engineering framework for designing, optimizing, and iterating LLM prompts. This skill should be used when users request prompt creation, optimization, or improvement for any LLM task, or when users need help translating vague requirements into effective prompts through collaborative dialogue and iterative refinement.

We split this skill into the rules it gives an agent

21 rules. 0 are common, 21 are distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 67 edited versions we read keep these.

  • 21

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 67 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 versions76 projects use a version of this.

    Word for word · 0

    None found.

    Edited · 0

    None found.

    Wrote their own version · 76

    1. trycompai/comp★ 2ksame name
    2. niki914/zafiro★ 299same name
    3. CodeAlive-AI/ai-driven-development★ 160same name
    4. grandamenium/cortextos★ 101same name
    5. nahid-sparktales/agent-dispatcher★ 59same name
    6. Bbar0n234/learnflow-ai★ 35same name
    7. sabahattink/antigravity-fullstack-hq★ 30same name
    8. nimadorostkar/Claude-Skills-collection★ 29same name
    9. VoDaiLocz/kilo-kit-mcp★ 26same name
    10. jshearin01/agent-skills★ 16same name

    66 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 security-checklist, coding-principles 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.
    • atuljha23Skill

      security-checklist

      OWASP-style quick reference — authn/authz, injection, secrets, sessions, crypto, dependencies. Use during code review and before committing security-sensitive changes.

      Also in 3 projects that use this

    • GoogleSkill

      coding-principles

      Enforces engineering, architecture, public API, and code quality standards distilled from human reviewer feedback across A2UI pull requests. Use when authoring new code, refactoring, addressing review feedback, or reviewing PR diffs. Don't use for release publishing or spec blueprint generation without code or PR changes.

      Also in 3 projects that use this

    • javalenciacaiSkill

      multi-agent-orchestration

      Design and coordinate multi-agent systems where specialized agents work together to solve complex problems. Covers agent communication, task delegation, workflow orchestration, and result aggregation. Use when building coordinated agent teams, complex workflows, or systems requiring specialized expertise across domains.

      Also in 3 projects that use this

    • pproencaSkill

      refactoring

      Code refactoring best practices based on Martin Fowler's catalog and Clean Code principles. This skill should be used when refactoring existing code, improving code structure, reducing complexity, eliminating code smells, or reviewing code for maintainability. Triggers on tasks involving extract method, rename, decompose conditional, reduce coupling, or improve readability.

      Also in 5 projects that use this

    • LangChainSkill

      web-research

      Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research

      Also in 4 projects that use this

    • harrissohail6Skill

      database-design

      Database schema design and SQL best practices. Use when designing tables, writing queries, or optimizing database performance.

      Also in 4 projects that use this

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