agentleFS
psubramanianpsubramanian/Claude-Skills/prompt-engineering/SKILL.md

prompt-engineering

Skill0 starsChanged 7 months agoNo licenceView on GitHub

Maximize effectiveness when working with Claude Code through better prompts, context management, and collaborative development patterns. TRIGGER this skill automatically when the user mentions: writing a prompt, improving AI output, "Claude keeps getting it wrong", context window, system prompts, "how do I get Claude to", prompt templates, few-shot examples, chain-of-thought, AI-assisted coding workflow, or any question about using Claude more effectively. Also trigger when the user's prompts are vague or producing poor results.

We split this skill into the rules it gives an agent

3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 69 edited versions we read keep these.

  • 3

    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 69 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 versions78 projects use a version of this.

    Word for word · 0

    None found.

    Edited · 0

    None found.

    Wrote their own version · 78

    1. trycompai/comp★ 2ksame name
    2. niki914/zafiro★ 319same name
    3. CodeAlive-AI/ai-driven-development★ 167same name
    4. grandamenium/cortextos★ 101same name
    5. nahid-sparktales/agent-dispatcher★ 59same name
    6. geekatron/jerry★ 37same name
    7. Bbar0n234/learnflow-ai★ 35same name
    8. nimadorostkar/Claude-Skills-collection★ 33same name
    9. sabahattink/antigravity-fullstack-hq★ 30same name
    10. VoDaiLocz/kilo-kit-mcp★ 28same name

    68 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 6 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

  • In this repository20 other files it gives its agents.

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
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

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.