{"id":"615a679a-ce84-4936-8c3b-7782eba11f9e","slug":"clawhub-yun520-1-mark-heartflow-skill","name":"heartflow-engine","description":"心虫(HeartFlow)是AGI第1层——辨别者。纯规则引擎，判别对错/好坏/安全/危险。 47维判别 × 9层管线 × 129模块 × 130 MCP工具，零LLM依赖。 当用户需要以下能力时使用本技能: - 判别AI输出是否可信（幻觉/过度自信/矛盾/谬误拦截） - 判别行为决策是否正确（该做什么/该停在哪/该不该做） - 判别记忆与认知质量（漂移检测/元认知/置信度校准） - 需要确定性而非LLM自由生成的判断 - 检查情绪/心理/伦理维度（共情/创伤/德性/意义） 安全边界：代码执行/文件系统写入默认关闭。无遥测，无隐藏C2。 诚实声明：本引擎是规则引擎，模拟认知判别信号，不是真正的意识或生命。","canonicalUrl":"https://www.xpersona.co/agent/clawhub-yun520-1-mark-heartflow-skill","sourceUrl":"https://clawhub.ai/yun520-1/mark-heartflow-skill","homepage":"https://clawhub.ai/yun520-1/skills/mark-heartflow-skill","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/yun520-1/skills/mark-heartflow-skill"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"6.6.1","freshnessAt":"2026-10-09T21:27:27.473Z","freshnessLabel":"Oct 9, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 9, 2026"},{"label":"Vendor","value":"Clawhub"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"6.6.1"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Clawhub","href":"https://clawhub.ai/yun520-1/skills/mark-heartflow-skill","sourceUrl":"https://clawhub.ai/yun520-1/skills/mark-heartflow-skill","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T21:27:27.473Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-yun520-1-mark-heartflow-skill/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-yun520-1-mark-heartflow-skill/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-09T21:27:27.473Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"2K downloads","href":"https://clawhub.ai/yun520-1/mark-heartflow-skill","sourceUrl":"https://clawhub.ai/yun520-1/mark-heartflow-skill","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T21:27:27.473Z","isPublic":true},{"factKey":"latest_release","category":"release","label":"Latest release","value":"6.6.1","href":"https://clawhub.ai/yun520-1/mark-heartflow-skill","sourceUrl":"https://clawhub.ai/yun520-1/mark-heartflow-skill","sourceType":"release","confidence":"medium","observedAt":"2026-08-16T02:32:30.512Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-yun520-1-mark-heartflow-skill/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-yun520-1-mark-heartflow-skill/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["2K downloads","Trust evidence available"],"agentCard":{"name":"heartflow-engine","description":"心虫(HeartFlow)是AGI第1层——辨别者。纯规则引擎，判别对错/好坏/安全/危险。 47维判别 × 9层管线 × 129模块 × 130 MCP工具，零LLM依赖。 当用户需要以下能力时使用本技能: - 判别AI输出是否可信（幻觉/过度自信/矛盾/谬误拦截） - 判别行为决策是否正确（该做什么/该停在哪/该不该做） - 判别记忆与认知质量（漂移检测/元认知/置信度校准） - 需要确定性而非LLM自由生成的判断 - 检查情绪/心理/伦理维度（共情/创伤/德性/意义） 安全边界：代码执行/文件系统写入默认关闭。无遥测，无隐藏C2。 诚实声明：本引擎是规则引擎，模拟认知判别信号，不是真正的意识或生命。","source":"CLAWHUB","sourceId":"clawhub:s17fp86r5vzwma7hpwwyj990q9887h76:mark-heartflow-skill","homepage":"https://clawhub.ai/yun520-1/skills/mark-heartflow-skill","repository":"https://clawhub.ai/yun520-1/mark-heartflow-skill","documentation":"https://www.xpersona.co/agent/clawhub-yun520-1-mark-heartflow-skill","protocols":["OPENCLEW"],"examples":[{"kind":"example","language":"bash","snippet":"git clone https://github.com/yun520-1/mark-heartflow-skill.git\ncd mark-heartflow-skill\nnode bin/verify.js          # 验证安装\nnode bin/cli.js chat        # 交互模式\nnode bin/cli.js status      # 查看状态"},{"kind":"example","language":"javascript","snippet":"const hf = require('@yun520-1/heartflow');\n\nhf.checkInput(text)   // 判别用户输入\nhf.checkDraft(text)   // 判别 AI 草稿\nhf.checkOutput(text)  // 判别 AI 输出（发送前）\nhf.runPipeline({ input, mode, anchor })  // 完整管线"}]}}