{"eval":{"version":"openagentskill-skill-eval-v1","slug":"copperbits-ton","name":"TON","generated_at":"2026-07-03T21:33:21.692Z","task_input":"Evaluate TON before installing it in an AI agent workflow","status":"review","score":61,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_allowed":false,"policy":"review","human_review_required":true},"task_fit":{"score":94,"suited_tasks":["RAG and knowledge workflows","Claude Code teams","builders willing to evaluate younger projects","Chunk documents","Create embeddings","Retrieve and cite relevant passages","Inspect source files","Explain architecture"],"suited_agents":["C++","Blockchain","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add copperbits/TON","ready":true,"policy":"review","safety_label":"Avoid automatic install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add copperbits/TON"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"TON\" agent skill from https://github.com/copperbits/TON. 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: Telegram Open Network research group. Telegram: https://t.me/ton_research"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"TON\" as a Claude Code skill from https://github.com/copperbits/TON. 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: Telegram Open Network research group. Telegram: https://t.me/ton_research"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"TON\" from https://github.com/copperbits/TON 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: Telegram Open Network research group. Telegram: https://t.me/ton_research"}]},"trust":{"score":70,"label":"Manual review","version":"trust-score-v4","evidence":{"stars":"152 GitHub stars","repoActivity":"152 stars, 31 forks","lastPushed":"6y since push","license":"LGPL-2.1","repository":"https://github.com/copperbits/TON","install":"npx skills add copperbits/TON","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":62,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Repository appears stale","Repository looks stale","Quality score needs review","Stars/forks activity: 152 stars, 31 forks; issue activity unavailable in current metadata","Recent maintenance: 6y since push"]},"safety_gate":{"score":46,"tier":"experimental","label":"Experimental","auto_install_policy":"review","blocked":false,"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":["Repository appears stale"]},"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 TON before installing it in an AI agent workflow","web3-analytics","RAG and knowledge 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 copperbits/TON"]},{"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 copperbits/TON"]},{"id":"trust_score","label":"Trust score","status":"warn","score":70,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","152 GitHub stars","LGPL-2.1"]},{"id":"audit_score","label":"Audit score","status":"warn","score":62,"required_for_auto_install":true,"detail":"Needs review","evidence":["Repository appears stale"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":46,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","Repository appears stale"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"warn","score":74,"required_for_auto_install":false,"detail":"Public metadata needs stronger README/SKILL.md context","evidence":["Usable metadata, review docs"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"LGPL-2.1","evidence":["LGPL-2.1"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"fail","score":22,"required_for_auto_install":false,"detail":"6y since push","evidence":["6y since push"]},{"id":"permission_surface","label":"Permission surface","status":"warn","score":72,"required_for_auto_install":true,"detail":"filesystem or document access, network or browser 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":[],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Permission surface: filesystem or document access, network or browser access","Repository appears stale","Repository looks stale","Quality score needs review","Stars/forks activity: 152 stars, 31 forks; issue activity unavailable in current metadata","Recent maintenance: 6y 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","Repository appears stale","Quality score needs review","Stars/forks activity: 152 stars, 31 forks; issue activity unavailable in current metadata","Recent maintenance: 6y since push"],"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":"copperbits-ton","name":"TON","description":"Telegram Open Network research group. Telegram: https://t.me/ton_research","category":"web3-analytics","url":"https://www.openagentskill.com/skills/copperbits-ton","repository":"https://github.com/copperbits/TON","github_repo":"copperbits/TON"},"suited_tasks":["RAG and knowledge workflows","Claude Code teams","builders willing to evaluate younger projects","Chunk documents","Create embeddings","Retrieve and cite relevant passages","Inspect source files","Explain architecture"],"suited_agents":["C++","Blockchain","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add copperbits/TON","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add copperbits/TON"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"TON\" agent skill from https://github.com/copperbits/TON. 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: Telegram Open Network research group. Telegram: https://t.me/ton_research"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"TON\" as a Claude Code skill from https://github.com/copperbits/TON. 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: Telegram Open Network research group. Telegram: https://t.me/ton_research"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"TON\" from https://github.com/copperbits/TON 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: Telegram Open Network research group. Telegram: https://t.me/ton_research"}],"handoff_url":"https://www.openagentskill.com/api/skills/copperbits-ton/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/copperbits-ton"},"trust":{"score":70,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"152 GitHub stars","repoActivity":"152 stars, 31 forks","lastPushed":"6y since push","license":"LGPL-2.1","repository":"https://github.com/copperbits/TON","install":"npx skills add copperbits/TON","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Usable metadata, review docs","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","research","sharding"],"known_risks":["Repository looks stale","Quality score needs review","Stars/forks activity: 152 stars, 31 forks; issue activity unavailable in current metadata","Recent maintenance: 6y since push"]},"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":62,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Repository appears stale","Repository looks stale","Quality score needs review","Stars/forks activity: 152 stars, 31 forks; issue activity unavailable in current metadata","Recent maintenance: 6y since push"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":48,"label":"Needs review"},"supply":{"track":"Research and knowledge work","scenario":"RAG and knowledge","maintenance":"6y since push","risk":"Needs review"},"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","Repository appears stale","Quality score needs review","Stars/forks activity: 152 stars, 31 forks; issue activity unavailable in current metadata","Recent maintenance: 6y since push"],"agent_contract":{"task_input":"Evaluate TON before installing it in an AI agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 70/100 Manual review","Audit: 62/100 Needs review","Safety: 46/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"copperbits-ton (TON)","install_command":"npx skills add copperbits/TON","risk_summary":"Needs review; Experimental; 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":"copperbits-ton","task":"Evaluate TON 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/copperbits-ton","api":"https://www.openagentskill.com/api/agent/skills/copperbits-ton","audit":"https://www.openagentskill.com/skills/copperbits-ton/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=copperbits-ton&task=Evaluate%20TON%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20TON%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20TON%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/copperbits-ton/install","manifest":"https://www.openagentskill.com/api/registry/manifest/copperbits-ton"}},"endpoints":{"web":"https://www.openagentskill.com/skills/copperbits-ton","api":"https://www.openagentskill.com/api/agent/skills/copperbits-ton","eval":"https://www.openagentskill.com/api/agent/evals?slug=copperbits-ton","audit":"https://www.openagentskill.com/skills/copperbits-ton/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20TON%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":"2026-07-03T21:33:21.692Z"}}