{"eval":{"version":"openagentskill-skill-eval-v1","slug":"mplsoccer","name":"mplsoccer","generated_at":"2026-06-25T19:11:13.918Z","task_input":"Evaluate mplsoccer before installing it in an AI agent workflow","status":"review","score":85,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Review the audit page, then allow agent install in a sandboxed workflow.","auto_install_allowed":false,"policy":"review","human_review_required":true},"task_fit":{"score":70,"suited_tasks":["Sports analytics workflows","OpenAI Agents teams","teams that value GitHub adoption signals","Load football datasets","Compare teams and players","Explain match and tournament signals","Load tabular data","Calculate trends"],"suited_agents":["Python","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"]},"install":{"command":"npx skills add andrewRowlinson/mplsoccer","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add andrewRowlinson/mplsoccer"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"mplsoccer\" agent skill from https://github.com/andrewRowlinson/mplsoccer. 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: Football pitch plotting and soccer analytics visuals for match reports and dashboards."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"mplsoccer\" as a Claude Code skill from https://github.com/andrewRowlinson/mplsoccer. 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: Football pitch plotting and soccer analytics visuals for match reports and dashboards."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"mplsoccer\" from https://github.com/andrewRowlinson/mplsoccer 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: Football pitch plotting and soccer analytics visuals for match reports and dashboards."}]},"trust":{"score":81,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"1.1K GitHub stars","repoActivity":"1.1K stars, 0 forks","lastPushed":"24d since push","license":"Unknown","repository":"https://github.com/andrewRowlinson/mplsoccer","install":"npx skills add andrewRowlinson/mplsoccer","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","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":["License is unclear","Documentation summary is thin","License clarity: Unknown"]},"safety_gate":{"score":78,"tier":"reviewed","label":"Reviewed","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"}],"policy_warnings":["License is unclear"]},"checks":[{"id":"task_fit","label":"Task fit","status":"warn","score":70,"required_for_auto_install":true,"detail":"Task fit is weak; compare alternatives before selecting.","evidence":["Evaluate mplsoccer before installing it in an AI agent workflow","Sports Analytics","Sports analytics workflows; OpenAI Agents teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add andrewRowlinson/mplsoccer"]},{"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 andrewRowlinson/mplsoccer"]},{"id":"trust_score","label":"Trust score","status":"warn","score":81,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","1.1K GitHub stars","Unknown"]},{"id":"audit_score","label":"Audit score","status":"pass","score":90,"required_for_auto_install":true,"detail":"Safe to try","evidence":["License is unclear"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":78,"required_for_auto_install":true,"detail":"Good audit and safety signals with no high-risk permission hints in public metadata.","evidence":["Review the audit page, then allow agent install in a sandboxed workflow.","Safe-to-try audit"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"warn","score":66,"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":"warn","score":42,"required_for_auto_install":true,"detail":"Unknown","evidence":["Unknown"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"24d since push","evidence":["24d since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":100,"required_for_auto_install":true,"detail":"no high-risk permission surface in public metadata","evidence":["Network access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"blockers":[],"warnings":["Task fit: Task fit is weak; compare alternatives before selecting.","Trust score: Good trust signals with a few areas worth checking before rollout.","Agent safety gate: Good audit and safety signals with no high-risk permission hints in public metadata.","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","License clarity: Unknown","License is unclear","Documentation summary is thin"],"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 OpenAgentSkill engagement data yet","License is unclear","Documentation summary is thin","License clarity: Unknown","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"alternatives":[],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"mplsoccer","name":"mplsoccer","description":"Football pitch plotting and soccer analytics visuals for match reports and dashboards.","category":"Sports Analytics","url":"https://www.openagentskill.com/skills/mplsoccer","repository":"https://github.com/andrewRowlinson/mplsoccer","github_repo":"andrewRowlinson/mplsoccer"},"suited_tasks":["Sports analytics workflows","OpenAI Agents teams","teams that value GitHub adoption signals","Load football datasets","Compare teams and players","Explain match and tournament signals","Load tabular data","Calculate trends"],"suited_agents":["Python","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add andrewRowlinson/mplsoccer","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add andrewRowlinson/mplsoccer"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"mplsoccer\" agent skill from https://github.com/andrewRowlinson/mplsoccer. 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: Football pitch plotting and soccer analytics visuals for match reports and dashboards."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"mplsoccer\" as a Claude Code skill from https://github.com/andrewRowlinson/mplsoccer. 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: Football pitch plotting and soccer analytics visuals for match reports and dashboards."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"mplsoccer\" from https://github.com/andrewRowlinson/mplsoccer 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: Football pitch plotting and soccer analytics visuals for match reports and dashboards."}],"handoff_url":"https://www.openagentskill.com/api/skills/mplsoccer/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/mplsoccer"},"trust":{"score":81,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.1K GitHub stars","repoActivity":"1.1K stars, 0 forks","lastPushed":"24d since push","license":"Unknown","repository":"https://github.com/andrewRowlinson/mplsoccer","install":"npx skills add andrewRowlinson/mplsoccer","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"success_rate":null,"install_attempts":0,"risk_blocked":0,"setup_required":0,"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":["Sports Analytics","football","soccer","analytics","visualization","xg"],"known_risks":["License is unclear","Documentation summary is thin","License clarity: Unknown"]},"audit":{"score":90,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["License is unclear","Documentation summary is thin","License clarity: Unknown"]},"safety_gate":{"tier":"reviewed","label":"Reviewed","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow."},"quality":{"score":100,"label":"Excellent"},"supply":{"track":"Football and World Cup analytics","scenario":"Sports analytics","maintenance":"24d since push","risk":"Safe to try"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","License is unclear","Documentation summary is thin","License clarity: Unknown","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"agent_contract":{"task_input":"Evaluate mplsoccer before installing it in an AI agent workflow","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","install_policy":"review","minimum_review_before_use":["Trust: 81/100 Strong shortlist","Audit: 90/100 Safe to try","Safety: 78/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"mplsoccer (mplsoccer)","install_command":"npx skills add andrewRowlinson/mplsoccer","risk_summary":"Safe to try; Reviewed; 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 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":"<feedback.event_id from /api/agent/resolve>","skill_slug":"mplsoccer","task":"Evaluate mplsoccer before installing it in an AI agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/mplsoccer","api":"https://www.openagentskill.com/api/agent/skills/mplsoccer","audit":"https://www.openagentskill.com/skills/mplsoccer/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=mplsoccer&task=Evaluate%20mplsoccer%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20mplsoccer%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","install":"https://www.openagentskill.com/api/skills/mplsoccer/install","manifest":"https://www.openagentskill.com/api/registry/manifest/mplsoccer"}},"endpoints":{"web":"https://www.openagentskill.com/skills/mplsoccer","api":"https://www.openagentskill.com/api/agent/skills/mplsoccer","eval":"https://www.openagentskill.com/api/agent/evals?slug=mplsoccer","audit":"https://www.openagentskill.com/skills/mplsoccer/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20mplsoccer%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":"2026-06-25T19:11:13.918Z"}}