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    "steps": [
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      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
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        "title": "What is Vibe Coding",
        "body": "Programming where you describe what you want and let AI generate code. You evaluate by results, not by reading every line. Coined by Andrej Karpathy (Feb 2025).\n\nKey distinction (Simon Willison): If you review, test, and can explain the code — that's software development, not vibe coding. Vibe coding means accepting AI output without fully understanding every function."
      },
      {
        "title": "Quick Reference",
        "body": "TopicFilePrompting techniquesprompting.mdResearch-Plan-Implement workflowworkflow.mdRules files (.cursorrules, CLAUDE.md)rules-files.mdCommon pitfalls and fixespitfalls.mdTool selection by use casetools.md"
      },
      {
        "title": "1. Define Intent Before Prompting",
        "body": "Vague prompts → vague results. Before touching your AI tool:\n\nWhat specific problem are you solving?\nWhat does \"done\" look like?\nWhat are the constraints (stack, integrations, flow)?\n\nBad: \"Build a social media app\"\nGood: \"Build a social feed: text posts (280 chars), follow users, chronological feed, likes/comments. Use React, Tailwind, Supabase.\""
      },
      {
        "title": "2. Use Rules Files",
        "body": "Persistent context that teaches AI your conventions. Put it in once, applies to every interaction:\n\nCursor: .cursorrules or .cursor/rules/\nClaude Code: CLAUDE.md\nWindsurf: .windsurfrules\n\nSee rules-files.md for templates."
      },
      {
        "title": "3. Research-Plan-Implement",
        "body": "Before implementing, have AI explore and plan:\n\nResearch: \"Read the auth module, explain how sessions work\"\nPlan: \"Write the files you'll modify and changes in each\"\nImplement: Only after reviewing the plan\n\nCatching misunderstanding during planning = 10x cheaper than debugging cascading errors."
      },
      {
        "title": "4. When to Intervene vs Let It Flow",
        "body": "Let it flow: Scaffolding, UI components, exploring ideas\nIntervene: Auth, payments, data handling, anything security-adjacent\nAlways review: Database schemas, API permissions, user data handling"
      },
      {
        "title": "5. Test After Every Change",
        "body": "AI generates code that looks flawless but has subtle bugs. After every change:\n\nRun test suite\nManually test the affected feature\nCheck console for errors\nVerify happy path AND edge cases"
      },
      {
        "title": "6. Paste Errors, Let AI Fix",
        "body": "The Karpathy move: copy error message, paste with no comment, usually it fixes it. If AI can't fix after 2-3 attempts, describe the behavior you want instead."
      },
      {
        "title": "7. Constraint Anchoring",
        "body": "Set explicit boundaries:\n\nLength: \"Under 50 lines of code\"\nFormat: \"Only the modified function, not entire file\"\nScope: \"Only payment flow, don't touch auth\"\nStyle: \"Follow existing pattern in UserService.ts\""
      },
      {
        "title": "8. Know When Vibe Coding is Appropriate",
        "body": "Good for: Prototypes, MVPs, internal tools, weekend projects, UI components, boilerplate, learning\nBad for: Security-critical code, performance-critical code, compliance-heavy domains, long-term production systems"
      },
      {
        "title": "9. Experienced Developers + Vibe Coding = Superpowers",
        "body": "The best vibe coders understand architecture, spot bad AI output, and know when to intervene. If you can't evaluate whether AI produced good code, you need to learn more before vibe coding production systems."
      }
    ],
    "body": "What is Vibe Coding\n\nProgramming where you describe what you want and let AI generate code. You evaluate by results, not by reading every line. Coined by Andrej Karpathy (Feb 2025).\n\nKey distinction (Simon Willison): If you review, test, and can explain the code — that's software development, not vibe coding. Vibe coding means accepting AI output without fully understanding every function.\n\nQuick Reference\nTopic\tFile\nPrompting techniques\tprompting.md\nResearch-Plan-Implement workflow\tworkflow.md\nRules files (.cursorrules, CLAUDE.md)\trules-files.md\nCommon pitfalls and fixes\tpitfalls.md\nTool selection by use case\ttools.md\nCore Rules\n1. Define Intent Before Prompting\n\nVague prompts → vague results. Before touching your AI tool:\n\nWhat specific problem are you solving?\nWhat does \"done\" look like?\nWhat are the constraints (stack, integrations, flow)?\n\nBad: \"Build a social media app\" Good: \"Build a social feed: text posts (280 chars), follow users, chronological feed, likes/comments. Use React, Tailwind, Supabase.\"\n\n2. Use Rules Files\n\nPersistent context that teaches AI your conventions. Put it in once, applies to every interaction:\n\nCursor: .cursorrules or .cursor/rules/\nClaude Code: CLAUDE.md\nWindsurf: .windsurfrules\n\nSee rules-files.md for templates.\n\n3. Research-Plan-Implement\n\nBefore implementing, have AI explore and plan:\n\nResearch: \"Read the auth module, explain how sessions work\"\nPlan: \"Write the files you'll modify and changes in each\"\nImplement: Only after reviewing the plan\n\nCatching misunderstanding during planning = 10x cheaper than debugging cascading errors.\n\n4. When to Intervene vs Let It Flow\nLet it flow: Scaffolding, UI components, exploring ideas\nIntervene: Auth, payments, data handling, anything security-adjacent\nAlways review: Database schemas, API permissions, user data handling\n5. Test After Every Change\n\nAI generates code that looks flawless but has subtle bugs. After every change:\n\nRun test suite\nManually test the affected feature\nCheck console for errors\nVerify happy path AND edge cases\n6. Paste Errors, Let AI Fix\n\nThe Karpathy move: copy error message, paste with no comment, usually it fixes it. If AI can't fix after 2-3 attempts, describe the behavior you want instead.\n\n7. Constraint Anchoring\n\nSet explicit boundaries:\n\nLength: \"Under 50 lines of code\"\nFormat: \"Only the modified function, not entire file\"\nScope: \"Only payment flow, don't touch auth\"\nStyle: \"Follow existing pattern in UserService.ts\"\n8. Know When Vibe Coding is Appropriate\n\nGood for: Prototypes, MVPs, internal tools, weekend projects, UI components, boilerplate, learning Bad for: Security-critical code, performance-critical code, compliance-heavy domains, long-term production systems\n\n9. Experienced Developers + Vibe Coding = Superpowers\n\nThe best vibe coders understand architecture, spot bad AI output, and know when to intervene. If you can't evaluate whether AI produced good code, you need to learn more before vibe coding production systems."
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    "license": null,
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