{"eval":{"version":"openagentskill-skill-eval-v1","slug":"taibiaoguo-blockchain101","name":"Blockchain101","generated_at":"2026-07-03T22:55:42.188Z","task_input":"Evaluate Blockchain101 before installing it in an AI agent workflow","status":"failed","score":58,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Audit score: Risky","auto_install_allowed":false,"policy":"block","human_review_required":true},"task_fit":{"score":94,"suited_tasks":["Coding agents workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect source files","Explain architecture","Patch bugs and verify changes","Chunk documents","Create embeddings"],"suited_agents":["HTML","Blockchain","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add TaibiaoGuo/blockchain101","ready":true,"policy":"block","safety_label":"Avoid automatic install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add TaibiaoGuo/blockchain101"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Blockchain101\" agent skill from https://github.com/TaibiaoGuo/blockchain101. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 区块链是面向未来数字化社会的新一代信息技术。本课程将系统介绍区块链原理和应用,让学生对区块链有整体的了解。课程设计目标是帮助学生树立分布式整体性世界观，教学大纲将涵盖围绕区块链，通过应用密码学、分布式系统基础、博弈论的基础知识，把区块链作为分布式整体世界观最前沿的创新应用进行系统讲解。课程还将引入区块链智能合约的概念，帮助学生理解区块链编程的理念和应用的方法。"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Blockchain101\" as a Claude Code skill from https://github.com/TaibiaoGuo/blockchain101. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 区块链是面向未来数字化社会的新一代信息技术。本课程将系统介绍区块链原理和应用,让学生对区块链有整体的了解。课程设计目标是帮助学生树立分布式整体性世界观，教学大纲将涵盖围绕区块链，通过应用密码学、分布式系统基础、博弈论的基础知识，把区块链作为分布式整体世界观最前沿的创新应用进行系统讲解。课程还将引入区块链智能合约的概念，帮助学生理解区块链编程的理念和应用的方法。"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Blockchain101\" from https://github.com/TaibiaoGuo/blockchain101 into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 区块链是面向未来数字化社会的新一代信息技术。本课程将系统介绍区块链原理和应用,让学生对区块链有整体的了解。课程设计目标是帮助学生树立分布式整体性世界观，教学大纲将涵盖围绕区块链，通过应用密码学、分布式系统基础、博弈论的基础知识，把区块链作为分布式整体世界观最前沿的创新应用进行系统讲解。课程还将引入区块链智能合约的概念，帮助学生理解区块链编程的理念和应用的方法。"}]},"trust":{"score":69,"label":"Manual review","version":"trust-score-v4","evidence":{"stars":"102 GitHub stars","repoActivity":"102 stars, 12 forks","lastPushed":"5y since push","license":"Unknown","repository":"https://github.com/TaibiaoGuo/blockchain101","install":"npx skills add TaibiaoGuo/blockchain101","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":59,"risk_level":"risky","risk_label":"Risky","warnings":["License is unclear","Repository appears stale","Repository looks stale","Quality score needs review","Stars/forks activity: 102 stars, 12 forks; issue activity unavailable in current metadata","Recent maintenance: 5y since push","License clarity: Unknown"]},"safety_gate":{"score":43,"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","blocked":true,"permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["Audit risk risky exceeds max_risk=medium","License is unclear"]},"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate Blockchain101 before installing it in an AI agent workflow","web3-analytics","Coding agents workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add TaibiaoGuo/blockchain101"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add TaibiaoGuo/blockchain101"]},{"id":"trust_score","label":"Trust score","status":"warn","score":69,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","102 GitHub stars","Unknown"]},{"id":"audit_score","label":"Audit score","status":"fail","score":59,"required_for_auto_install":true,"detail":"Risky","evidence":["License is unclear"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"fail","score":43,"required_for_auto_install":true,"detail":"This skill should not be selected by an agent without explicit human security review.","evidence":["Do not auto-install. Inspect the source, dependencies, and permission surface first.","Audit risk exceeds the requested agent policy"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":90,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"warn","score":42,"required_for_auto_install":true,"detail":"Unknown","evidence":["Unknown"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"fail","score":22,"required_for_auto_install":false,"detail":"5y since push","evidence":["5y since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":86,"required_for_auto_install":true,"detail":"filesystem or document access","evidence":["Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["unionlabs-union","fuellabs-fuel-core","ethereum-go-ethereum","anoma-anoma"]}],"blockers":["Audit score: Risky","Agent safety gate: This skill should not be selected by an agent without explicit human security review."],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","License clarity: Unknown","Audit risk risky exceeds max_risk=medium","License is unclear","Repository appears stale","Repository looks stale","Quality score needs review","Stars/forks activity: 102 stars, 12 forks; issue activity unavailable in current metadata","Recent maintenance: 5y since push"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"do_not_use_when":["teams that require actively maintained dependencies","production agents without a repository review","Repository looks stale","No OpenAgentSkill engagement data yet","Audit risk risky exceeds max_risk=medium","License is unclear","Repository appears stale","Quality score needs review"],"alternatives":[{"slug":"unionlabs-union","name":"Union","url":"https://www.openagentskill.com/skills/unionlabs-union","stars":73933,"install_command":"npx skills add unionlabs/union","trust_score":95,"audit_score":96},{"slug":"fuellabs-fuel-core","name":"Fuel Core","url":"https://www.openagentskill.com/skills/fuellabs-fuel-core","stars":56986,"install_command":"npx skills add FuelLabs/fuel-core","trust_score":88,"audit_score":92},{"slug":"ethereum-go-ethereum","name":"Go Ethereum","url":"https://www.openagentskill.com/skills/ethereum-go-ethereum","stars":51218,"install_command":"npx skills add ethereum/go-ethereum","trust_score":92,"audit_score":95},{"slug":"anoma-anoma","name":"Anoma","url":"https://www.openagentskill.com/skills/anoma-anoma","stars":33758,"install_command":"npx skills add anoma/anoma","trust_score":92,"audit_score":95}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"taibiaoguo-blockchain101","name":"Blockchain101","description":"区块链是面向未来数字化社会的新一代信息技术。本课程将系统介绍区块链原理和应用,让学生对区块链有整体的了解。课程设计目标是帮助学生树立分布式整体性世界观，教学大纲将涵盖围绕区块链，通过应用密码学、分布式系统基础、博弈论的基础知识，把区块链作为分布式整体世界观最前沿的创新应用进行系统讲解。课程还将引入区块链智能合约的概念，帮助学生理解区块链编程的理念和应用的方法。","category":"web3-analytics","url":"https://www.openagentskill.com/skills/taibiaoguo-blockchain101","repository":"https://github.com/TaibiaoGuo/blockchain101","github_repo":"TaibiaoGuo/blockchain101"},"suited_tasks":["Coding agents workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect source files","Explain architecture","Patch bugs and verify changes","Chunk documents","Create embeddings"],"suited_agents":["HTML","Blockchain","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add TaibiaoGuo/blockchain101","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add TaibiaoGuo/blockchain101"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Blockchain101\" agent skill from https://github.com/TaibiaoGuo/blockchain101. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 区块链是面向未来数字化社会的新一代信息技术。本课程将系统介绍区块链原理和应用,让学生对区块链有整体的了解。课程设计目标是帮助学生树立分布式整体性世界观，教学大纲将涵盖围绕区块链，通过应用密码学、分布式系统基础、博弈论的基础知识，把区块链作为分布式整体世界观最前沿的创新应用进行系统讲解。课程还将引入区块链智能合约的概念，帮助学生理解区块链编程的理念和应用的方法。"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Blockchain101\" as a Claude Code skill from https://github.com/TaibiaoGuo/blockchain101. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 区块链是面向未来数字化社会的新一代信息技术。本课程将系统介绍区块链原理和应用,让学生对区块链有整体的了解。课程设计目标是帮助学生树立分布式整体性世界观，教学大纲将涵盖围绕区块链，通过应用密码学、分布式系统基础、博弈论的基础知识，把区块链作为分布式整体世界观最前沿的创新应用进行系统讲解。课程还将引入区块链智能合约的概念，帮助学生理解区块链编程的理念和应用的方法。"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Blockchain101\" from https://github.com/TaibiaoGuo/blockchain101 into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 区块链是面向未来数字化社会的新一代信息技术。本课程将系统介绍区块链原理和应用,让学生对区块链有整体的了解。课程设计目标是帮助学生树立分布式整体性世界观，教学大纲将涵盖围绕区块链，通过应用密码学、分布式系统基础、博弈论的基础知识，把区块链作为分布式整体世界观最前沿的创新应用进行系统讲解。课程还将引入区块链智能合约的概念，帮助学生理解区块链编程的理念和应用的方法。"}],"handoff_url":"https://www.openagentskill.com/api/skills/taibiaoguo-blockchain101/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/taibiaoguo-blockchain101"},"trust":{"score":69,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"102 GitHub stars","repoActivity":"102 stars, 12 forks","lastPushed":"5y since push","license":"Unknown","repository":"https://github.com/TaibiaoGuo/blockchain101","install":"npx skills add TaibiaoGuo/blockchain101","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["web3-analytics","blockchain","web3","analytics","course","mooc"],"known_risks":["License is unclear","Repository looks stale","Quality score needs review","Stars/forks activity: 102 stars, 12 forks; issue activity unavailable in current metadata","Recent maintenance: 5y since push","License clarity: Unknown"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":59,"risk_level":"risky","risk_label":"Risky","warnings":["License is unclear","Repository appears stale","Repository looks stale","Quality score needs review","Stars/forks activity: 102 stars, 12 forks; issue activity unavailable in current metadata","Recent maintenance: 5y since push","License clarity: Unknown"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":41,"label":"Needs review"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"5y since push","risk":"Risky"},"alternative_skills":[{"slug":"unionlabs-union","name":"Union","url":"https://www.openagentskill.com/skills/unionlabs-union","stars":73933,"install_command":"npx skills add unionlabs/union","trust_score":95,"audit_score":96},{"slug":"fuellabs-fuel-core","name":"Fuel Core","url":"https://www.openagentskill.com/skills/fuellabs-fuel-core","stars":56986,"install_command":"npx skills add FuelLabs/fuel-core","trust_score":88,"audit_score":92},{"slug":"ethereum-go-ethereum","name":"Go Ethereum","url":"https://www.openagentskill.com/skills/ethereum-go-ethereum","stars":51218,"install_command":"npx skills add ethereum/go-ethereum","trust_score":92,"audit_score":95},{"slug":"anoma-anoma","name":"Anoma","url":"https://www.openagentskill.com/skills/anoma-anoma","stars":33758,"install_command":"npx skills add anoma/anoma","trust_score":92,"audit_score":95}],"do_not_use_when":["teams that require actively maintained dependencies","production agents without a repository review","Repository looks stale","No OpenAgentSkill engagement data yet","Audit risk risky exceeds max_risk=medium","License is unclear","Repository appears stale","Quality score needs review"],"agent_contract":{"task_input":"Evaluate Blockchain101 before installing it in an AI agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 69/100 Manual review","Audit: 59/100 Risky","Safety: 43/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"taibiaoguo-blockchain101 (Blockchain101)","install_command":"npx skills add TaibiaoGuo/blockchain101","risk_summary":"Risky; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"taibiaoguo-blockchain101","task":"Evaluate Blockchain101 before installing it in an AI agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/taibiaoguo-blockchain101","api":"https://www.openagentskill.com/api/agent/skills/taibiaoguo-blockchain101","audit":"https://www.openagentskill.com/skills/taibiaoguo-blockchain101/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=taibiaoguo-blockchain101&task=Evaluate%20Blockchain101%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Blockchain101%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Blockchain101%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/taibiaoguo-blockchain101/install","manifest":"https://www.openagentskill.com/api/registry/manifest/taibiaoguo-blockchain101"}},"endpoints":{"web":"https://www.openagentskill.com/skills/taibiaoguo-blockchain101","api":"https://www.openagentskill.com/api/agent/skills/taibiaoguo-blockchain101","eval":"https://www.openagentskill.com/api/agent/evals?slug=taibiaoguo-blockchain101","audit":"https://www.openagentskill.com/skills/taibiaoguo-blockchain101/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Blockchain101%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium"}},"meta":{"endpoint":"/api/agent/evals","mode":"skill_eval","purpose":"Pre-install eval contract for a single skill. Agents should read this before installing a reusable skill.","generated_at":"2026-07-03T22:55:42.188Z"}}