{
  "schemaVersion": 1,
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  "generatedBy": "scripts/generate.mjs",
  "description": "Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.",
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        {
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      ],
      "globalPaths": []
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    {
      "id": "claude",
      "name": "Claude Code",
      "aliases": [
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        "claude-code"
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      "summary": "Uses CLAUDE.md project memory and Agent Skills folders.",
      "paths": [
        {
          "kind": "file",
          "target": "CLAUDE.md",
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        {
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      ]
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    {
      "id": "cursor",
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        "cursor-cli"
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      "summary": "Uses project rules in .cursor/rules.",
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        {
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          "target": ".cursor/rules/karpathy-guidelines.mdc",
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    {
      "id": "goose",
      "name": "Goose",
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        {
          "kind": "file",
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    {
      "id": "pi",
      "name": "Pi",
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        {
          "kind": "file",
          "target": "AGENTS.md",
          "source": "adapters/pi/AGENTS.md"
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      "globalPaths": []
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    {
      "id": "gemini",
      "name": "Gemini CLI",
      "aliases": [
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      "summary": "Uses GEMINI.md context files.",
      "paths": [
        {
          "kind": "file",
          "target": "GEMINI.md",
          "source": "adapters/gemini/GEMINI.md"
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        {
          "kind": "skill",
          "target": ".gemini/skills/karpathy-guidelines/SKILL.md",
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    {
      "id": "opencode",
      "name": "OpenCode",
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        {
          "kind": "file",
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        {
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      ],
      "globalPaths": []
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    {
      "id": "aider",
      "name": "Aider",
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      "paths": [
        {
          "kind": "file",
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      "globalPaths": []
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    {
      "id": "copilot",
      "name": "GitHub Copilot",
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        {
          "kind": "file",
          "target": ".github/copilot-instructions.md",
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        {
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      ],
      "globalPaths": []
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    {
      "id": "trae",
      "name": "Trae",
      "aliases": [
        "trae-cli"
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      "summary": "Uses project rules in .trae/rules.",
      "paths": [
        {
          "kind": "file",
          "target": ".trae/rules/karpathy-guidelines.md",
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      ],
      "globalPaths": []
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    {
      "id": "claw",
      "name": "Claw",
      "aliases": [
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      "paths": [
        {
          "kind": "skill",
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      "globalPaths": []
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    {
      "id": "droid",
      "name": "Factory Droid",
      "aliases": [
        "droid-cli"
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      "summary": "Uses Factory project rules in .factory/rules.",
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        {
          "kind": "file",
          "target": ".factory/rules/karpathy-guidelines.md",
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      ],
      "globalPaths": []
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    {
      "id": "kiro",
      "name": "Kiro",
      "aliases": [
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      "paths": [
        {
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        },
        {
          "kind": "file",
          "target": ".kiro/steering/karpathy-guidelines.md",
          "source": "adapters/kiro/.kiro/steering/karpathy-guidelines.md"
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      ],
      "globalPaths": []
    },
    {
      "id": "hermes",
      "name": "Hermes",
      "aliases": [
        "hermes-agent"
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      "summary": "Uses AGENTS.md plus a user-level Hermes skill.",
      "paths": [
        {
          "kind": "file",
          "target": "AGENTS.md",
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      ],
      "globalPaths": [
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          "target": "~/.hermes/skills/karpathy-guidelines/SKILL.md",
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      ]
    },
    {
      "id": "antigravity",
      "name": "Antigravity",
      "aliases": [],
      "summary": "Uses .agents rules and workflows.",
      "paths": [
        {
          "kind": "file",
          "target": ".agents/rules/karpathy-guidelines.md",
          "source": "adapters/antigravity/.agents/rules/karpathy-guidelines.md"
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        {
          "kind": "file",
          "target": ".agents/workflows/karpathy-guidelines.md",
          "source": "adapters/antigravity/.agents/workflows/karpathy-guidelines.md"
        }
      ],
      "globalPaths": []
    },
    {
      "id": "vscode",
      "name": "VS Code Copilot Chat",
      "aliases": [
        "github-copilot-chat"
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      "summary": "Uses Copilot instructions and chat modes.",
      "paths": [
        {
          "kind": "file",
          "target": ".github/copilot-instructions.md",
          "source": "adapters/vscode/.github/copilot-instructions.md"
        },
        {
          "kind": "file",
          "target": ".github/chatmodes/karpathy-guidelines.chatmode.md",
          "source": "adapters/vscode/.github/chatmodes/karpathy-guidelines.chatmode.md"
        }
      ],
      "globalPaths": []
    },
    {
      "id": "windsurf",
      "name": "Windsurf Rules",
      "aliases": [
        "windsurf-cli"
      ],
      "summary": "Uses a .windsurfrules file and the Windsurf skill path.",
      "paths": [
        {
          "kind": "file",
          "target": ".windsurfrules",
          "source": "adapters/windsurf/.windsurfrules"
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        {
          "kind": "skill",
          "target": ".codeium/windsurf/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/windsurf/.codeium/windsurf/skills/karpathy-guidelines/SKILL.md"
        }
      ],
      "globalPaths": []
    },
    {
      "id": "cline",
      "name": "Cline Rules",
      "aliases": [
        "cline-cli"
      ],
      "summary": "Uses .clinerules and also supports AGENTS.md.",
      "paths": [
        {
          "kind": "file",
          "target": ".clinerules/karpathy-guidelines.md",
          "source": "adapters/cline/.clinerules/karpathy-guidelines.md"
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        {
          "kind": "file",
          "target": "AGENTS.md",
          "source": "adapters/cline/AGENTS.md"
        },
        {
          "kind": "skill",
          "target": ".agents/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/cline/.agents/skills/karpathy-guidelines/SKILL.md"
        }
      ],
      "globalPaths": []
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    {
      "id": "amp",
      "name": "Amp",
      "aliases": [
        "amp-cli"
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      "summary": "Uses an Agent Skills bundle under .config/agents/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".config/agents/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/amp/.config/agents/skills/karpathy-guidelines/SKILL.md"
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      ],
      "globalPaths": []
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    {
      "id": "augment",
      "name": "Augment",
      "aliases": [
        "augment-cli"
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      "summary": "Uses an Agent Skills bundle under .augment/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".augment/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/augment/.augment/skills/karpathy-guidelines/SKILL.md"
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      ],
      "globalPaths": []
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    {
      "id": "adal",
      "name": "AdaL",
      "aliases": [
        "adal-cli"
      ],
      "summary": "Uses an Agent Skills bundle under .adal/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".adal/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/adal/.adal/skills/karpathy-guidelines/SKILL.md"
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      ],
      "globalPaths": []
    },
    {
      "id": "bob",
      "name": "Bob",
      "aliases": [
        "bob-cli"
      ],
      "summary": "Uses an Agent Skills bundle under .bob/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".bob/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/bob/.bob/skills/karpathy-guidelines/SKILL.md"
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      ],
      "globalPaths": []
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    {
      "id": "codebuddy",
      "name": "CodeBuddy",
      "aliases": [
        "codebuddy-cli"
      ],
      "summary": "Uses an Agent Skills bundle under .codebuddy/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".codebuddy/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/codebuddy/.codebuddy/skills/karpathy-guidelines/SKILL.md"
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      ],
      "globalPaths": []
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    {
      "id": "command-code",
      "name": "Command Code",
      "aliases": [
        "command-code-cli"
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      "summary": "Uses an Agent Skills bundle under .commandcode/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".commandcode/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/command-code/.commandcode/skills/karpathy-guidelines/SKILL.md"
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      ],
      "globalPaths": []
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    {
      "id": "continue",
      "name": "Continue",
      "aliases": [
        "continue-cli"
      ],
      "summary": "Uses an Agent Skills bundle under .continue/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".continue/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/continue/.continue/skills/karpathy-guidelines/SKILL.md"
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      "globalPaths": []
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    {
      "id": "cortex",
      "name": "Cortex",
      "aliases": [
        "cortex-cli"
      ],
      "summary": "Uses an Agent Skills bundle under .snowflake/cortex/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".snowflake/cortex/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/cortex/.snowflake/cortex/skills/karpathy-guidelines/SKILL.md"
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      ],
      "globalPaths": []
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    {
      "id": "crush",
      "name": "Crush",
      "aliases": [
        "crush-cli"
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      "summary": "Uses an Agent Skills bundle under .config/crush/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".config/crush/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/crush/.config/crush/skills/karpathy-guidelines/SKILL.md"
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      ],
      "globalPaths": []
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    {
      "id": "deepagents",
      "name": "Deep Agents",
      "aliases": [
        "deepagents-cli"
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      "summary": "Uses an Agent Skills bundle under .deepagents/agent/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".deepagents/agent/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/deepagents/.deepagents/agent/skills/karpathy-guidelines/SKILL.md"
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      ],
      "globalPaths": []
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    {
      "id": "firebender",
      "name": "Firebender",
      "aliases": [
        "firebender-cli"
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      "summary": "Uses an Agent Skills bundle under .firebender/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".firebender/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/firebender/.firebender/skills/karpathy-guidelines/SKILL.md"
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      ],
      "globalPaths": []
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    {
      "id": "iflow",
      "name": "iFlow",
      "aliases": [
        "iflow-cli"
      ],
      "summary": "Uses an Agent Skills bundle under .iflow/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".iflow/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/iflow/.iflow/skills/karpathy-guidelines/SKILL.md"
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      ],
      "globalPaths": []
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    {
      "id": "junie",
      "name": "Junie",
      "aliases": [
        "junie-cli"
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      "summary": "Uses an Agent Skills bundle under .junie/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".junie/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/junie/.junie/skills/karpathy-guidelines/SKILL.md"
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    {
      "id": "kilo-code",
      "name": "Kilo Code",
      "aliases": [
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      "summary": "Uses an Agent Skills bundle under .kilocode/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".kilocode/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/kilo-code/.kilocode/skills/karpathy-guidelines/SKILL.md"
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      "globalPaths": []
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    {
      "id": "kimi",
      "name": "Kimi",
      "aliases": [
        "kimi-cli"
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      "summary": "Uses an Agent Skills bundle under .config/agents/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".config/agents/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/kimi/.config/agents/skills/karpathy-guidelines/SKILL.md"
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      "globalPaths": []
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    {
      "id": "kode",
      "name": "Kode",
      "aliases": [
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      "summary": "Uses an Agent Skills bundle under .kode/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".kode/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/kode/.kode/skills/karpathy-guidelines/SKILL.md"
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      "globalPaths": []
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    {
      "id": "mcpjam",
      "name": "MCPJam",
      "aliases": [
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      "summary": "Uses an Agent Skills bundle under .mcpjam/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".mcpjam/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/mcpjam/.mcpjam/skills/karpathy-guidelines/SKILL.md"
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      "globalPaths": []
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    {
      "id": "mistral-vibe",
      "name": "Mistral Vibe",
      "aliases": [
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      "summary": "Uses an Agent Skills bundle under .vibe/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".vibe/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/mistral-vibe/.vibe/skills/karpathy-guidelines/SKILL.md"
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      "globalPaths": []
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    {
      "id": "mux",
      "name": "Mux",
      "aliases": [
        "mux-cli"
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      "summary": "Uses an Agent Skills bundle under .mux/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".mux/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/mux/.mux/skills/karpathy-guidelines/SKILL.md"
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      "globalPaths": []
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    {
      "id": "neovate",
      "name": "Neovate",
      "aliases": [
        "neovate-cli"
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      "summary": "Uses an Agent Skills bundle under .neovate/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".neovate/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/neovate/.neovate/skills/karpathy-guidelines/SKILL.md"
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    {
      "id": "openclaw",
      "name": "OpenClaw",
      "aliases": [
        "openclaw-cli"
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      "summary": "Uses an Agent Skills bundle under .openclaw/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".openclaw/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/openclaw/.openclaw/skills/karpathy-guidelines/SKILL.md"
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      "globalPaths": []
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    {
      "id": "openhands",
      "name": "OpenHands",
      "aliases": [
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      "summary": "Uses an Agent Skills bundle under .openhands/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".openhands/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/openhands/.openhands/skills/karpathy-guidelines/SKILL.md"
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    {
      "id": "pochi",
      "name": "Pochi",
      "aliases": [
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      "summary": "Uses an Agent Skills bundle under .pochi/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".pochi/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/pochi/.pochi/skills/karpathy-guidelines/SKILL.md"
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    {
      "id": "qoder",
      "name": "Qoder",
      "aliases": [
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      "summary": "Uses an Agent Skills bundle under .qoder/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".qoder/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/qoder/.qoder/skills/karpathy-guidelines/SKILL.md"
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      "globalPaths": []
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    {
      "id": "qwen-code",
      "name": "Qwen Code",
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      "paths": [
        {
          "kind": "skill",
          "target": ".qwen/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/qwen-code/.qwen/skills/karpathy-guidelines/SKILL.md"
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      "globalPaths": []
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    {
      "id": "replit",
      "name": "Replit",
      "aliases": [
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      "summary": "Uses an Agent Skills bundle under .config/agents/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".config/agents/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/replit/.config/agents/skills/karpathy-guidelines/SKILL.md"
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      "globalPaths": []
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    {
      "id": "roo-code",
      "name": "Roo Code",
      "aliases": [
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      "summary": "Uses an Agent Skills bundle under .roo/skills.",
      "paths": [
        {
          "kind": "skill",
          "target": ".roo/skills/karpathy-guidelines/SKILL.md",
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      ],
      "globalPaths": []
    },
    {
      "id": "trae-cn",
      "name": "TRAE CN",
      "aliases": [
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          "kind": "skill",
          "target": ".trae-cn/skills/karpathy-guidelines/SKILL.md",
          "source": "adapters/trae-cn/.trae-cn/skills/karpathy-guidelines/SKILL.md"
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    },
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      "id": "warp",
      "name": "Warp",
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        "warp-cli"
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      "paths": [
        {
          "kind": "skill",
          "target": ".agents/skills/karpathy-guidelines/SKILL.md",
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      ],
      "globalPaths": []
    },
    {
      "id": "zencoder",
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        "zencoder-cli"
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      "summary": "Uses an Agent Skills bundle under .zencoder/skills.",
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          "kind": "skill",
          "target": ".zencoder/skills/karpathy-guidelines/SKILL.md",
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      ],
      "globalPaths": []
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        "goose",
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      "id": "gemini-md",
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    },
    {
      "id": "openclaw-skills",
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        "claw"
      ]
    },
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      "id": "kiro-steering",
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    {
      "id": "warp-skills",
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      "appliesTo": [
        "warp"
      ]
    },
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      "id": "cline-rules",
      "title": "Cline rules",
      "url": "https://docs.cline.bot/features/cline-rules/overview",
      "appliesTo": [
        "cline"
      ]
    }
  ]
}