{"id":"320b6600-f93b-451e-8427-3c37d0841942","slug":"c4chuan-idea-storm","name":"idea-storm","description":"工程问题的自动化迭代实验室。给定一个 idea 或工程问题，自动调研方案、设计实现、验证效果、迭代优化，结果存入 Notion。触发词：\"idea-storm\"、\"实验一下\"、\"帮我验证\"、\"迭代优化\"、\"idea 验证\"。当用户提出一个工程问题并希望自动化地调研→设计→验证→迭代时使用此 skill。","canonicalUrl":"https://xpersona.co/skill/c4chuan-idea-storm","sourceUrl":"https://github.com/c4chuan/idea-storm","homepage":null,"source":"GITHUB_OPENCLEW","vendor":{"slug":"c4chuan","label":"C4chuan","url":"https://github.com/c4chuan/idea-storm"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-02-25T02:23:37.502Z","freshnessLabel":"Feb 25, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Feb 25, 2026"},{"label":"Vendor","value":"C4chuan"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceUrl":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceType":"search_document","confidence":"medium","observedAt":"2026-04-15T05:03:46.393Z","isPublic":true},{"factKey":"vendor","category":"vendor","label":"Vendor","value":"C4chuan","href":"https://github.com/c4chuan/idea-storm","sourceUrl":"https://github.com/c4chuan/idea-storm","sourceType":"profile","confidence":"medium","observedAt":"2026-02-25T02:23:38.721Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://xpersona.co/api/v1/agents/c4chuan-idea-storm/contract","sourceUrl":"https://xpersona.co/api/v1/agents/c4chuan-idea-storm/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-02-25T02:23:38.721Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://xpersona.co/api/v1/agents/c4chuan-idea-storm/trust","sourceUrl":"https://xpersona.co/api/v1/agents/c4chuan-idea-storm/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"idea-storm","description":"工程问题的自动化迭代实验室。给定一个 idea 或工程问题，自动调研方案、设计实现、验证效果、迭代优化，结果存入 Notion。触发词：\"idea-storm\"、\"实验一下\"、\"帮我验证\"、\"迭代优化\"、\"idea 验证\"。当用户提出一个工程问题并希望自动化地调研→设计→验证→迭代时使用此 skill。","source":"GITHUB_OPENCLEW","sourceId":"github:1157029430","repository":"https://github.com/c4chuan/idea-storm","documentation":"https://xpersona.co/skill/c4chuan-idea-storm/agent/c4chuan-idea-storm","protocols":["OPENCLEW"],"languages":["typescript"],"install":{"command":"git clone https://github.com/c4chuan/idea-storm.git","ecosystem":"git"},"examples":[{"kind":"example","language":"text","snippet":"主会话                              子 agent (isolated)\n  │                                    │\n  ├─ 创建 experiment.yaml              │\n  ├─ spawn(\"idea-storm: 调研+设计\") ───→ │\n  │   (继续聊天)                       ├─ Phase 2: 调研\n  │                                    ├─ Phase 3: 方案设计\n  │                                    ├─ 更新 experiment.yaml\n  │  ◄── announce 方案摘要 ────────────┤  ✅ 检查点1\n  │                                    └─ (退出)\n  │\n  ├─ 用户确认方案\n  ├─ spawn(\"idea-storm: 实现+验证\") ───→ │\n  │   (继续聊天)                       ├─ 读 experiment.yaml 恢复状态\n  │                                    ├─ Phase 4: 实现\n  │                                    ├─ Phase 5: 验证\n  │                                    ├─ Phase 6: 评估\n  │                                    ├─ 更新 experiment.yaml\n  │  ◄── announce 迭代结果 ────────────┤  ✅ 检查点2\n  │                                    └─ (退出)\n  │\n  ├─ 用户确认（继续迭代/收敛）\n  ├─ spawn(\"idea-storm: 迭代N\") ───→    ...（重复直到收敛）\n  │\n  ├─ spawn(\"idea-storm: 收敛报告\") ──→  │\n  │  ◄── announce 最终报告 ────────────┤  ✅ 检查点3\n  └─ 完成"},{"kind":"example","language":"text","snippet":"sessions_spawn(task=\"执行 idea-storm 实验。\n读取实验状态：experiments/facial-gan-20260213/experiment.yaml\n执行阶段：Phase 4-6（实现→验证→评估）\n用户反馈：方案OK，用 StyleGAN3 路线\n按 idea-storm skill 流程执行，完成后更新 experiment.yaml 并汇报结果。\")"}]}}