{"eval":{"version":"openagentskill-skill-eval-v1","slug":"handsomezr-netizen-mathmodel-skill","name":"Mathmodel Skill","generated_at":"2026-07-25T17:08:06.622Z","task_input":"Evaluate Mathmodel Skill before installing it in an AI agent workflow","status":"review","score":85,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Require human approval before installing into a real workspace.","auto_install_allowed":false,"policy":"review","human_review_required":true},"task_fit":{"score":94,"suited_tasks":["GitHub automation workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect repository metadata","Compare code changes","Write concise engineering summaries","Inspect source files","Explain architecture"],"suited_agents":["Python","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"]},"install":{"command":"npx skills add handsomeZR-netizen/mathmodel-skill","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add handsomeZR-netizen/mathmodel-skill"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Mathmodel Skill\" agent skill from https://github.com/handsomeZR-netizen/mathmodel-skill. 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: 数学建模竞赛（CUMCM/MCM/电工杯）的Agent工作流，支持Claude Code和Codex CLI，提供10阶段流程、决策日志和可恢复协作。"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Mathmodel Skill\" as a Claude Code skill from https://github.com/handsomeZR-netizen/mathmodel-skill. 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: 数学建模竞赛（CUMCM/MCM/电工杯）的Agent工作流，支持Claude Code和Codex CLI，提供10阶段流程、决策日志和可恢复协作。"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Mathmodel Skill\" from https://github.com/handsomeZR-netizen/mathmodel-skill 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: 数学建模竞赛（CUMCM/MCM/电工杯）的Agent工作流，支持Claude Code和Codex CLI，提供10阶段流程、决策日志和可恢复协作。"}]},"trust":{"score":82,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"153 GitHub stars","repoActivity":"153 stars, 2 forks","lastPushed":"3d since push","license":"MIT","repository":"https://github.com/handsomeZR-netizen/mathmodel-skill","install":"npx skills add handsomeZR-netizen/mathmodel-skill","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":90,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Stars/forks activity: 153 stars, 2 forks; issue activity unavailable in current metadata"]},"safety_gate":{"score":66,"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","blocked":false,"permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution","Stars/forks activity: 153 stars, 2 forks; issue activity unavailable in current metadata"]},"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 Mathmodel Skill before installing it in an AI agent workflow","research","GitHub automation 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 handsomeZR-netizen/mathmodel-skill"]},{"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 handsomeZR-netizen/mathmodel-skill"]},{"id":"trust_score","label":"Trust score","status":"pass","score":82,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","153 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"pass","score":90,"required_for_auto_install":true,"detail":"Safe to try","evidence":["Stars/forks activity: 153 stars, 2 forks; issue activity unavailable in current metadata"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":66,"required_for_auto_install":true,"detail":"Usable candidate, but the agent should surface permission and audit notes before installation.","evidence":["Require human approval before installing into a real workspace.","High-risk permission hints: Shell or command execution"]},{"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":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"3d since push","evidence":["3d since push"]},{"id":"permission_surface","label":"Permission surface","status":"warn","score":76,"required_for_auto_install":true,"detail":"shell or command execution","evidence":["Shell or command execution: high","Network access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["mvanhorn-last30days-skill","imbad0202-academic-research-skills","assafelovic-gpt-researcher","dzhng-deep-research"]}],"blockers":[],"warnings":["Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Permission surface: shell or command execution","High-risk permission hints: Shell or command execution","Stars/forks activity: 153 stars, 2 forks; issue activity unavailable in current metadata"],"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 need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","High-risk permission hints: Shell or command execution","Stars/forks activity: 153 stars, 2 forks; issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"alternatives":[{"slug":"mvanhorn-last30days-skill","name":"Last30days Skill","url":"https://www.openagentskill.com/skills/mvanhorn-last30days-skill","stars":53509,"install_command":"npx skills add mvanhorn/last30days-skill -g","trust_score":93,"audit_score":95},{"slug":"imbad0202-academic-research-skills","name":"Academic Research Skills","url":"https://www.openagentskill.com/skills/imbad0202-academic-research-skills","stars":38374,"install_command":"npx skills add Imbad0202/academic-research-skills","trust_score":90,"audit_score":93},{"slug":"assafelovic-gpt-researcher","name":"GPT Researcher","url":"https://www.openagentskill.com/skills/assafelovic-gpt-researcher","stars":27966,"install_command":"npx skills add assafelovic/gpt-researcher","trust_score":86,"audit_score":92},{"slug":"dzhng-deep-research","name":"Deep Research","url":"https://www.openagentskill.com/skills/dzhng-deep-research","stars":19118,"install_command":"npx skills add dzhng/deep-research","trust_score":91,"audit_score":91}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"handsomezr-netizen-mathmodel-skill","name":"Mathmodel Skill","description":"数学建模竞赛（CUMCM/MCM/电工杯）的Agent工作流，支持Claude Code和Codex CLI，提供10阶段流程、决策日志和可恢复协作。","category":"research","url":"https://www.openagentskill.com/skills/handsomezr-netizen-mathmodel-skill","repository":"https://github.com/handsomeZR-netizen/mathmodel-skill","github_repo":"handsomeZR-netizen/mathmodel-skill"},"suited_tasks":["GitHub automation workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect repository metadata","Compare code changes","Write concise engineering summaries","Inspect source files","Explain architecture"],"suited_agents":["Python","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add handsomeZR-netizen/mathmodel-skill","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add handsomeZR-netizen/mathmodel-skill"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Mathmodel Skill\" agent skill from https://github.com/handsomeZR-netizen/mathmodel-skill. 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: 数学建模竞赛（CUMCM/MCM/电工杯）的Agent工作流，支持Claude Code和Codex CLI，提供10阶段流程、决策日志和可恢复协作。"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Mathmodel Skill\" as a Claude Code skill from https://github.com/handsomeZR-netizen/mathmodel-skill. 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: 数学建模竞赛（CUMCM/MCM/电工杯）的Agent工作流，支持Claude Code和Codex CLI，提供10阶段流程、决策日志和可恢复协作。"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Mathmodel Skill\" from https://github.com/handsomeZR-netizen/mathmodel-skill 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: 数学建模竞赛（CUMCM/MCM/电工杯）的Agent工作流，支持Claude Code和Codex CLI，提供10阶段流程、决策日志和可恢复协作。"}],"handoff_url":"https://www.openagentskill.com/api/skills/handsomezr-netizen-mathmodel-skill/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/handsomezr-netizen-mathmodel-skill"},"trust":{"score":82,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"153 GitHub stars","repoActivity":"153 stars, 2 forks","lastPushed":"3d since push","license":"MIT","repository":"https://github.com/handsomeZR-netizen/mathmodel-skill","install":"npx skills add handsomeZR-netizen/mathmodel-skill","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution","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":["research","math-modeling","competition","workflow","agent-skill","python"],"known_risks":["Stars/forks activity: 153 stars, 2 forks; issue activity unavailable in current metadata"]},"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":90,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Stars/forks activity: 153 stars, 2 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":95,"label":"Excellent"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"3d since push","risk":"Safe to try"},"alternative_skills":[{"slug":"mvanhorn-last30days-skill","name":"Last30days Skill","url":"https://www.openagentskill.com/skills/mvanhorn-last30days-skill","stars":53509,"install_command":"npx skills add mvanhorn/last30days-skill -g","trust_score":93,"audit_score":95},{"slug":"imbad0202-academic-research-skills","name":"Academic Research Skills","url":"https://www.openagentskill.com/skills/imbad0202-academic-research-skills","stars":38374,"install_command":"npx skills add Imbad0202/academic-research-skills","trust_score":90,"audit_score":93},{"slug":"assafelovic-gpt-researcher","name":"GPT Researcher","url":"https://www.openagentskill.com/skills/assafelovic-gpt-researcher","stars":27966,"install_command":"npx skills add assafelovic/gpt-researcher","trust_score":86,"audit_score":92},{"slug":"dzhng-deep-research","name":"Deep Research","url":"https://www.openagentskill.com/skills/dzhng-deep-research","stars":19118,"install_command":"npx skills add dzhng/deep-research","trust_score":91,"audit_score":91}],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","High-risk permission hints: Shell or command execution","Stars/forks activity: 153 stars, 2 forks; issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"agent_contract":{"task_input":"Evaluate Mathmodel Skill before installing it in an AI agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 82/100 Strong shortlist","Audit: 90/100 Safe to try","Safety: 66/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"handsomezr-netizen-mathmodel-skill (Mathmodel Skill)","install_command":"npx skills add handsomeZR-netizen/mathmodel-skill","risk_summary":"Safe to try; Reviewed with permission notes; Low metadata risk","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":"handsomezr-netizen-mathmodel-skill","task":"Evaluate Mathmodel Skill 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/handsomezr-netizen-mathmodel-skill","api":"https://www.openagentskill.com/api/agent/skills/handsomezr-netizen-mathmodel-skill","audit":"https://www.openagentskill.com/skills/handsomezr-netizen-mathmodel-skill/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=handsomezr-netizen-mathmodel-skill&task=Evaluate%20Mathmodel%20Skill%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Mathmodel%20Skill%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Mathmodel%20Skill%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/handsomezr-netizen-mathmodel-skill/install","manifest":"https://www.openagentskill.com/api/registry/manifest/handsomezr-netizen-mathmodel-skill"}},"endpoints":{"web":"https://www.openagentskill.com/skills/handsomezr-netizen-mathmodel-skill","api":"https://www.openagentskill.com/api/agent/skills/handsomezr-netizen-mathmodel-skill","eval":"https://www.openagentskill.com/api/agent/evals?slug=handsomezr-netizen-mathmodel-skill","audit":"https://www.openagentskill.com/skills/handsomezr-netizen-mathmodel-skill/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Mathmodel%20Skill%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":"2026-07-25T17:08:06.622Z"}}