[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-ae24ee62-5e14-49a3-ba50-c68e57ef8606":3,"$f4lg0jynKiqfTtTc7n-AYNGxvbl3mYHPDWXF-6jE9WBk":43},{"id":4,"title":5,"description":6,"categoryId":7,"moduleId":8,"tags":9,"prompt":10,"icon":11,"source":12,"sourceUrl":13,"authorId":14,"authorName":15,"isPublic":16,"stars":17,"runs":18,"createdAt":19,"updatedAt":19,"module":20,"category":27,"packages":34},"ae24ee62-5e14-49a3-ba50-c68e57ef8606","idea-darwin","达尔文主义进化引擎——将粗糙的想法投放到进化岛上，让它们竞争、杂交和变异，通过结构化轮次浮现出您最强大的概念。","cat_life_career","mod_other","sickn33,other","---\nname: idea-darwin\ndescription: \"Darwinian idea evolution engine — toss rough ideas onto an evolution island, let them compete, crossbreed, and mutate through structured rounds to surface your strongest concepts.\"\nrisk: safe\nsource: community\ndate_added: \"2026-04-07\"\n---\n\n# Idea Darwin Engine\n\nA round-based idea iteration system that treats ideas as competing organisms — scoring, selecting, crossing, and evolving them through structured rounds to surface the strongest concepts.\n\n## Overview\n\nMost idea management tools are filing cabinets: they store ideas, tag them, and let them rot. Idea Darwin flips the paradigm — instead of organizing ideas, it lets them **compete**. Every idea is a living species on an evolution island. Each round, the fittest get deepened, different ideas cross-pollinate to produce unexpected hybrids, and external stimuli trigger mutations.\n\n## When to Use This Skill\n\n- Use when you have many scattered ideas and need to systematically evaluate and develop them\n- Use when you want to discover unexpected connections between ideas from different domains\n- Use when you need structured iteration rather than one-shot brainstorming\n- Use when you want a scoring framework to prioritize which ideas deserve more investment\n\n## Core Concepts\n\n### Evolution Island Metaphor\n\nYour ideas are alive on this island. Like organisms, they follow three core laws:\n\n1. **Evolution** — Each round, the system deepens the most viable ideas through structured research: filling logical gaps, clarifying paths, identifying risks.\n2. **Crossbreeding** — The system cross-pollinates different ideas. A technical approach from work meets an observation from daily life, producing directions you never imagined.\n3. **Mutation** — External stimuli (industry news, theories, conversations) trigger mutations, spawning entirely new species.\n\n### Species Cards\n\nEvery idea gets a structured card recording: core question, full description, lineage (parent\u002Fchild IDs), 6-dimensional scores, and change history.\n\n### 6-Dimensional Scoring\n\n| Dimension | Weight | What It Measures |\n|---|---|---|\n| Novelty | 10% | Genuine breakthrough or repetition? |\n| Feasibility | 20% | Technically and resource-wise achievable? |\n| Value | 20% | Impact if successful? |\n| Logic | 20% | Internally consistent, no gaps? |\n| Cross Potential | 10% | Can spark something new when combined? |\n| Verifiability | 20% | Can we design a validation path? |\n\n### Idea Lifecycle\n\n```\nseed → exploring → refining → crossing → validated → dormant\n```\n\nThe user always has final say on all life-or-death decisions. The system only recommends.\n\n## Step-by-Step Guide\n\n### 1. Write Your Ideas\n\nCreate an `ideas.md` file:\n\n```markdown\n## Personal knowledge base that learns my style\nI want a system that reads everything I write and gradually learns how I think.\n\n## Commute-to-podcast converter\nRecord voice memos during my commute, auto-convert them into podcast scripts.\n```\n\n### 2. Initialize Your Island\n\n```\n\u002Fidea-darwin init\n```\n\n### 3. Start Evolving\n\n```\n\u002Fidea-darwin round\n```\n\n### 4. Keep Feeding the Island\n\nAppend new ideas to `ideas.md`, add environmental variables to `stimuli.md`.\n\n## Examples\n\n### Example 1: Initialize\n\n```\n\u002Fidea-darwin init --budget 8 --actions 3\n```\n\n### Example 2: Run Multiple Rounds\n\n```\n\u002Fidea-darwin round 3\n```\n\n### Example 3: Manage Ideas\n\n```\n\u002Fidea-darwin dormant IDEA-0005\n\u002Fidea-darwin wake IDEA-0005\n```\n\n## Best Practices\n\n- Do: Write ideas as rough as you want — the system structures them\n- Do: Add external stimuli to prevent idea convergence\n- Do: Run disruption rounds to surface overlooked ideas\n- Don't: Over-curate initial ideas — let evolution filter\n- Don't: Ignore the \"Decisions Needed\" section in briefings\n\n## Additional Resources\n\n- [GitHub Repository](https:\u002F\u002Fgithub.com\u002Fwarmskull\u002Fidea-darwin)\n- Available in 3 languages: English, Chinese, Japanese\n- ClawHub: `clawhub install idea-darwin`\n\n## Limitations\n- Use this skill only when the task clearly matches the scope described above.\n- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.\n- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.\n","","imported","https:\u002F\u002Fgithub.com\u002Fsickn33\u002Fantigravity-awesome-skills","user_system_seed","SkillOPIC",true,123,493,"2026-05-16 13:23:19",{"id":8,"name":21,"slug":22,"icon":23,"description":24,"sort":25,"createdAt":26},"其他","other","mdi-page-next-outline","其他类型Skill",5,"2026-05-16 12:53:40",{"id":7,"name":28,"slug":29,"icon":30,"description":31,"moduleId":8,"sort":32,"skillCount":33,"createdAt":26},"职场发展","career","mdi-briefcase-outline","面试准备、简历优化、职业规划",4,575,[35],{"id":36,"skillId":4,"version":37,"fileName":38,"fileSize":39,"filePath":40,"fileHash":41,"manifest":42,"createdAt":19},"d858e468-220b-41ac-9d6b-b6080f33303a","1.0.0","idea-darwin.zip",2160,"uploads\u002Fskills\u002Fae24ee62-5e14-49a3-ba50-c68e57ef8606\u002Fidea-darwin.zip","ba62431551ad12bde6fcc72b8dce409e172dcf72744e0e615cea5e9efbfc039c","[{\"path\":\"SKILL.md\",\"isDirectory\":false,\"size\":4278}]",{"code":44,"message":45,"data":46},200,"success",{"items":47,"stats":48,"page":51},[],{"averageRating":49,"totalRatings":49,"ratingCounts":50},0,[49,49,49,49,49],{"limit":52,"offset":49,"hasMore":53,"nextOffset":52,"ratedOnly":16},15,false]