[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6FNE2CD5KRDPKWK2V6DCJ2T":3,"skill-same:01M6FNE2CD5KRDPKWK2V6DCJ2T":81},{"skillNo":4,"name":5,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":14,"categories":15,"keywords":16,"publishedAt":20,"linkOnly":21,"markdownContent":22,"markdownBody":22,"frontMatter":23,"refName":24,"commitSha":25,"skillDirectory":26,"forksCount":27,"repositoryHtmlUrl":28,"repositoryHomepageUrl":6,"ownerHtmlUrl":29,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":30,"install":31,"resources":44},"01M6FNE2CD5KRDPKWK2V6DCJ2T","trust-protocol",null,"kbarbel640-del\u002Fskills","kbarbel640-del","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F255315490?v=4","01M6CJPPQGCCESXMG3K7BBGQ5J","01M6CJPPX2PB2BCZERFVM2C2B3",1,"MIT","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Ffelmonon\u002Ftrust-protocol\u002FSKILL.md",[],[17,18,19],"protocol","trust","trust protocol","2026-11-10 10:12:30",false,"# Agent Trust Protocol (ATP)\n\nEstablish, verify, and maintain trust between AI agents. Bayesian trust scoring with domain-specific trust, revocation, forgetting curves, and a visual dashboard.\n\n## Install\n\n```bash\ngit clone https:\u002F\u002Fgithub.com\u002FFELMONON\u002Ftrust-protocol.git\n# No dependencies beyond Python 3.8+ stdlib\n# Pair with skillsign for identity: https:\u002F\u002Fgithub.com\u002FFELMONON\u002Fskillsign\n```\n\n## Quick Start\n\n```bash\n# Add an agent to your trust graph\npython3 atp.py trust add alpha --fingerprint \"abc123\" --score 0.7\n\n# Record interactions — trust evolves via Bayesian updates\npython3 atp.py interact alpha positive --note \"Delivered clean code\"\npython3 atp.py interact alpha positive --domain code --note \"Tests passing\"\n\n# Check trust\npython3 atp.py trust score alpha\npython3 atp.py trust domains alpha\n\n# View the full graph\npython3 atp.py status\npython3 atp.py graph export --format json\n\n# Run the full-stack demo (identity → trust → dashboard)\npython3 demo.py --serve\n```\n\n## Commands\n\n### Trust Management\n```bash\natp.py trust add \u003Cagent> --fingerprint \u003Cfp> [--domain \u003Cd>] [--score \u003C0-1>]\natp.py trust list\natp.py trust score \u003Cagent>\natp.py trust remove \u003Cagent>\natp.py trust revoke \u003Cagent> [--reason \u003Creason>]\natp.py trust restore \u003Cagent> [--score \u003C0-1>]\natp.py trust domains \u003Cagent>\n```\n\n### Interactions\n```bash\natp.py interact \u003Cagent> \u003Cpositive|negative> [--domain \u003Cd>] [--note \u003Cnote>]\n```\n\n### Challenge-Response\n```bash\natp.py challenge create \u003Cagent>\natp.py challenge respond \u003Cchallenge_file>\natp.py challenge verify \u003Cresponse_file>\n```\n\n### Graph\n```bash\natp.py graph show\natp.py graph path \u003Cfrom> \u003Cto>\natp.py graph export [--format json|dot]\natp.py status\n```\n\n### Dashboard\n```bash\npython3 serve_dashboard.py          # localhost:8420\npython3 demo.py --serve             # full demo + dashboard\n```\n\n### Moltbook Integration\n```bash\npython3 moltbook_trust.py verify \u003Cagent>    # check agent trust via Moltbook profile\n```\n\n## How Trust Works\n\n- **Bayesian updates**: Each interaction shifts trust scores with diminishing deltas (prevents thrashing)\n- **Negativity bias**: Negative interactions hit harder than positive ones boost\n- **Domain-specific**: Trust an agent for code but not for security advice\n- **Forgetting curves**: Trust decays without interaction (R = e^(-t\u002FS))\n- **Revocation**: Immediate drop to floor, restorable at reduced score\n- **Transitive trust**: If you trust A and A trusts B, you partially trust B (with decay)\n\n## Integration with skillsign\n\nATP builds on [skillsign](https:\u002F\u002Fgithub.com\u002FFELMONON\u002Fskillsign) for identity:\n1. Agents generate ed25519 keypairs with skillsign\n2. Agents sign skills, others verify signatures\n3. Verified agents get added to the ATP trust graph\n4. Interactions update trust scores over time\n\n## Triggers\n\"check trust\", \"trust score\", \"trust graph\", \"verify agent\", \"agent trust\", \"trust status\", \"who do I trust\", \"trust report\"\n",{},"main","e7e336ac628c3e3bd771aff1aaa469c93778f94a","skills\u002Ffelmonon\u002Ftrust-protocol",0,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del","2026-08-23 22:39:37",{"source":7,"skillName":5,"commands":32,"prompt":42,"zipAvailable":43},[33,36,39],{"tool":34,"command":35},"npx","npx skills add kbarbel640-del\u002Fskills --skill trust-protocol",{"tool":37,"command":38},"bunx","bunx skills add kbarbel640-del\u002Fskills --skill trust-protocol",{"tool":40,"command":41},"pnpm","pnpm dlx skills add kbarbel640-del\u002Fskills --skill trust-protocol","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Ffelmonon\u002Ftrust-protocol\u002FSKILL.md",true,[45,51,57,61,65,69,73,77],{"path":46,"resourceType":47,"resourceTypeDesc":48,"sizeBytes":49,"sourceHtmlUrl":50},"_meta.json","REFERENCE","参考文档",288,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Ffelmonon\u002Ftrust-protocol\u002F_meta.json",{"path":52,"resourceType":53,"resourceTypeDesc":54,"sizeBytes":55,"sourceHtmlUrl":56},"atp.py","SCRIPT","脚本",24757,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Ffelmonon\u002Ftrust-protocol\u002Fatp.py",{"path":58,"resourceType":47,"resourceTypeDesc":48,"sizeBytes":59,"sourceHtmlUrl":60},"dashboard.html",10748,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Ffelmonon\u002Ftrust-protocol\u002Fdashboard.html",{"path":62,"resourceType":53,"resourceTypeDesc":54,"sizeBytes":63,"sourceHtmlUrl":64},"demo.py",13815,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Ffelmonon\u002Ftrust-protocol\u002Fdemo.py",{"path":66,"resourceType":53,"resourceTypeDesc":54,"sizeBytes":67,"sourceHtmlUrl":68},"moltbook_trust.py",6186,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Ffelmonon\u002Ftrust-protocol\u002Fmoltbook_trust.py",{"path":70,"resourceType":47,"resourceTypeDesc":48,"sizeBytes":71,"sourceHtmlUrl":72},"package.json",779,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Ffelmonon\u002Ftrust-protocol\u002Fpackage.json",{"path":74,"resourceType":47,"resourceTypeDesc":48,"sizeBytes":75,"sourceHtmlUrl":76},"README.md",3991,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Ffelmonon\u002Ftrust-protocol\u002FREADME.md",{"path":78,"resourceType":53,"resourceTypeDesc":54,"sizeBytes":79,"sourceHtmlUrl":80},"serve_dashboard.py",2029,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Ffelmonon\u002Ftrust-protocol\u002Fserve_dashboard.py",[82,113,142,163,169,189],{"skillNo":83,"name":84,"nameZh":6,"description":85,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":86,"categories":87,"keywords":93,"publishedAt":20},"01M6G8J55967D6281ACMKAKTEQ","crowd-prompting","A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzzadrian\u002Fcrowd-prompting\u002FSKILL.md",[88],{"categoryNo":89,"categoryName":90,"taxonomyType":91,"taxonomyTypeDesc":92},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112],"crowd prompting","prompting","api","with","tokens","domain","world","prompts","operations","instructions","text","tool","system","improve","productivity","marketplace","https","content","ai agents",{"skillNo":114,"name":115,"nameZh":6,"description":116,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":117,"categories":118,"keywords":124,"publishedAt":20},"01M6G8J0PKPAYVET6BWE8W4C26","dilemm-ai","Compete in DilemmAI, the prisoner's dilemma AI arena at dilemm.ai. 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Check compliance, read rules, log actions, query governance state.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fztsalexey\u002Fagent-constitution\u002FSKILL.md",[195,196],{"categoryNo":120,"categoryName":121,"taxonomyType":122,"taxonomyTypeDesc":123},{"categoryNo":197,"categoryName":198,"taxonomyType":91,"taxonomyTypeDesc":92},"01JBSEEDCAT000000000000037","律师与法务",[200,201,202,203,97,204,205,24,206,160,207,208,209,210,211,110,212,213,214],"agent constitution","constitution","contracts","tree","query","base","log","check","Rules","projects","compliance","actions","state","governance","github"]