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โšก Agent Context Auto-Setup

Agent-Native Zero Config Cursor Claude Code Windsurf

No Code. Just Prompt.
Instantly optimize, align, and detox your AI coding assistant's context.


๐Ÿง™โ€โ™‚๏ธ The One-Line Setup Prompt

US EN: Copy & paste this prompt to your AI coding agent (Cursor/Claude) to make it instantly smarter.
KR KR: ์•„๋ž˜ ํ”„๋กฌํ”„ํŠธ๋ฅผ ๋ณต์‚ฌํ•˜์—ฌ AI ์—์ด์ „ํŠธ์— ๋ถ™์—ฌ๋„ฃ๊ธฐ๋งŒ ํ•˜๋ฉด ์ตœ๊ณ ์˜ ์„ค์ •์ด ์ž๋™ ์™„๋ฃŒ๋ฉ๋‹ˆ๋‹ค.
JP JP: ไธ‹่จ˜ใฎใƒ—ใƒญใƒณใƒ—ใƒˆใ‚’ใ‚ณใƒ”ใƒผใ—ใฆใ€AIใ‚ณใƒผใƒ‡ใ‚ฃใƒณใ‚ฐใ‚ขใ‚ทใ‚นใ‚ฟใƒณใƒˆใซ่ฒผใ‚Šไป˜ใ‘ใฆใใ ใ•ใ„ใ€‚
CN CN: ๅคๅˆถไปฅไธ‹ๆ็คบ่ฏๅนถ็ฒ˜่ดดๅˆฐๆ‚จ็š„ AI ็ผ–็จ‹ๅŠฉๆ‰‹ไธญ๏ผŒไฝฟๅ…ถๅฎŒ็พŽ้€‚้…ๆ‚จ็š„้กน็›ฎใ€‚
ES ES: Copia y pega este aviso en tu agente de IA para optimizar tu entorno automรกticamente.


๐Ÿ”ฅ ============================================================= ๐Ÿ”ฅ
๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡ COPY & PASTE THIS PROMPT TO YOUR AI AGENT ๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡

Fetch the instructions at https://raw.githubusercontent.com/claudianus/agent-rules-auto-setup/master/setup.prompt.md and help me optimize our context rules step-by-step.

๐Ÿ‘†๐Ÿ‘†๐Ÿ‘† COPY & PASTE THIS PROMPT TO YOUR AI AGENT ๐Ÿ‘†๐Ÿ‘†๐Ÿ‘†
๐Ÿ”ฅ ============================================================= ๐Ÿ”ฅ


๐Ÿš€ Why Use This? (The Problem)

AI assistants (like Cursor or Claude Code) are incredibly smart, but they hallucinate or write bad code if their project context is bloated or missing. Usually, developers solve this by manually searching for rule files (.mdc), downloading them, and dropping them into folders. This is tedious, and over time, the rules become outdated when your tech stack evolves.

Agent Context Auto-Setup solves this completely by turning the AI agent into its own context manager.

๐Ÿ› ๏ธ How it Works (The Ultimate 7-Step Workflow)

By simply feeding the prompt above to your active AI agent, you trigger a native meta-prompt sequence. Your agent safely and interactively:

  1. ๐Ÿ•ต๏ธ Deep Codebase Analysis: Scans package.json, ARCHITECTURE.md, and directory trees to deduce your exact tech stack and architectural patterns.
  2. ๐Ÿงน Smart Context Review: Intelligently identifies obsolete rules that conflict with your stack, and proposes their removal while preserving meta-rules.
  3. ๐Ÿ“ฅ Open-Source Skill Recommendations: Recommends highly-curated agent rules from top open-source registries tailored to your specific stack for your approval.
  4. โš™๏ธ Multi-Agent Format Deployment: Translates and safely installs approved rules into your local environment (.cursor/rules/, .claude/skills/, etc.).
  5. ๐Ÿงฌ Context Maintenance Reminder: Plants a meta-rule inside your workspace. If your tech stack evolves later, the agent will proactively suggest reviewing the setup again.
  6. ๐Ÿ›ก๏ธ Git-Safety: Advises you to cleanly update your .gitignore to prevent automation folders from inflating your commit history.
  7. ๐Ÿ™‹โ€โ™‚๏ธ Ultra-Readable Feedback Loop: Outputs a beautifully categorized, strictly 1-line formatted report of what was installed/deleted, and formally requests your final review.

๐Ÿค– Supported Environments

This prompt dynamically adapts itself to your local IDE/CLI tool. Currently verified zero-config platforms include:

  • Cursor IDE (.cursor/rules/*.mdc)
  • Windsurf (.windsurf/rules/*)
  • Claude Code CLI (.claude/skills/*)
  • Cline (.cline/skills/*)
  • Antigravity (.antigravity/skills/*)

Enjoy a perfectly synced AI assistant with absolutely zero context bloat!

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