{"eval":{"version":"openagentskill-skill-eval-v1","slug":"kyleskom-nba-machine-learning-sports-betting","name":"NBA Machine Learning Sports Betting","generated_at":"2026-06-25T16:25:20.884Z","task_input":"Evaluate NBA Machine Learning Sports Betting before installing it in an AI agent workflow","status":"review","score":83,"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":94,"suited_tasks":["Sports analytics workflows","Claude Code teams","teams that value GitHub adoption signals","Load football datasets","Compare teams and players","Explain match and tournament signals","Inspect repository metadata","Compare code changes"],"suited_agents":["Python","Sports Analytics","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"]},"install":{"command":"npx skills add kyleskom/NBA-Machine-Learning-Sports-Betting","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add kyleskom/NBA-Machine-Learning-Sports-Betting"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"NBA Machine Learning Sports Betting\" agent skill from https://github.com/kyleskom/NBA-Machine-Learning-Sports-Betting. 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: NBA sports betting using machine learning"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"NBA Machine Learning Sports Betting\" as a Claude Code skill from https://github.com/kyleskom/NBA-Machine-Learning-Sports-Betting. 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: NBA sports betting using machine learning"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"NBA Machine Learning Sports Betting\" from https://github.com/kyleskom/NBA-Machine-Learning-Sports-Betting 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: NBA sports betting using machine learning"}]},"trust":{"score":84,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"1.7K GitHub stars","repoActivity":"1.7K stars, 562 forks","lastPushed":"6mo since push","license":"Unknown","repository":"https://github.com/kyleskom/NBA-Machine-Learning-Sports-Betting","install":"npx skills add kyleskom/NBA-Machine-Learning-Sports-Betting","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":84,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["License is unclear","License clarity: Unknown"]},"safety_gate":{"score":68,"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"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["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 NBA Machine Learning Sports Betting before installing it in an AI agent workflow","sports-analytics","Sports analytics workflows; Claude Code 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 kyleskom/NBA-Machine-Learning-Sports-Betting"]},{"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 kyleskom/NBA-Machine-Learning-Sports-Betting"]},{"id":"trust_score","label":"Trust score","status":"pass","score":84,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","1.7K GitHub stars","Unknown"]},{"id":"audit_score","label":"Audit score","status":"pass","score":84,"required_for_auto_install":true,"detail":"Safe to try","evidence":["License is unclear"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":68,"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":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":"warn","score":42,"required_for_auto_install":true,"detail":"Unknown","evidence":["Unknown"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"warn","score":76,"required_for_auto_install":false,"detail":"6mo since push","evidence":["6mo 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":["nautechsystems-nautilus-trader","statsbomb-open-data","probberechts-soccerdata","roboflow-sports"]}],"blockers":[],"warnings":["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","Recent maintenance: 6mo since push","License is unclear"],"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","License is unclear","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","Automatic installation in a production workspace"],"alternatives":[{"slug":"nautechsystems-nautilus-trader","name":"Nautilus Trader","url":"https://www.openagentskill.com/skills/nautechsystems-nautilus-trader","stars":23469,"install_command":"npx skills add nautechsystems/nautilus_trader","trust_score":95,"audit_score":96},{"slug":"statsbomb-open-data","name":"Open Data","url":"https://www.openagentskill.com/skills/statsbomb-open-data","stars":3324,"install_command":"npx skills add statsbomb/open-data","trust_score":87,"audit_score":92},{"slug":"probberechts-soccerdata","name":"Soccerdata","url":"https://www.openagentskill.com/skills/probberechts-soccerdata","stars":1758,"install_command":"npx skills add probberechts/soccerdata","trust_score":87,"audit_score":91},{"slug":"roboflow-sports","name":"Sports","url":"https://www.openagentskill.com/skills/roboflow-sports","stars":5053,"install_command":"npx skills add roboflow/sports","trust_score":87,"audit_score":85}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"kyleskom-nba-machine-learning-sports-betting","name":"NBA Machine Learning Sports Betting","description":"NBA sports betting using machine learning","category":"sports-analytics","url":"https://www.openagentskill.com/skills/kyleskom-nba-machine-learning-sports-betting","repository":"https://github.com/kyleskom/NBA-Machine-Learning-Sports-Betting","github_repo":"kyleskom/NBA-Machine-Learning-Sports-Betting"},"suited_tasks":["Sports analytics workflows","Claude Code teams","teams that value GitHub adoption signals","Load football datasets","Compare teams and players","Explain match and tournament signals","Inspect repository metadata","Compare code changes"],"suited_agents":["Python","Sports Analytics","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add kyleskom/NBA-Machine-Learning-Sports-Betting","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add kyleskom/NBA-Machine-Learning-Sports-Betting"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"NBA Machine Learning Sports Betting\" agent skill from https://github.com/kyleskom/NBA-Machine-Learning-Sports-Betting. 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: NBA sports betting using machine learning"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"NBA Machine Learning Sports Betting\" as a Claude Code skill from https://github.com/kyleskom/NBA-Machine-Learning-Sports-Betting. 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: NBA sports betting using machine learning"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"NBA Machine Learning Sports Betting\" from https://github.com/kyleskom/NBA-Machine-Learning-Sports-Betting 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: NBA sports betting using machine learning"}],"handoff_url":"https://www.openagentskill.com/api/skills/kyleskom-nba-machine-learning-sports-betting/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/kyleskom-nba-machine-learning-sports-betting"},"trust":{"score":84,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.7K GitHub stars","repoActivity":"1.7K stars, 562 forks","lastPushed":"6mo since push","license":"Unknown","repository":"https://github.com/kyleskom/NBA-Machine-Learning-Sports-Betting","install":"npx skills add kyleskom/NBA-Machine-Learning-Sports-Betting","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","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","sports","analytics","ai","data-science","deep-learning"],"known_risks":["License is unclear","License clarity: Unknown"]},"audit":{"score":84,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["License is unclear","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":89,"label":"Excellent"},"supply":{"track":"Football and World Cup analytics","scenario":"Sports analytics","maintenance":"6mo since push","risk":"Safe to try"},"alternative_skills":[{"slug":"nautechsystems-nautilus-trader","name":"Nautilus Trader","url":"https://www.openagentskill.com/skills/nautechsystems-nautilus-trader","stars":23469,"install_command":"npx skills add nautechsystems/nautilus_trader","trust_score":95,"audit_score":96},{"slug":"statsbomb-open-data","name":"Open Data","url":"https://www.openagentskill.com/skills/statsbomb-open-data","stars":3324,"install_command":"npx skills add statsbomb/open-data","trust_score":87,"audit_score":92},{"slug":"probberechts-soccerdata","name":"Soccerdata","url":"https://www.openagentskill.com/skills/probberechts-soccerdata","stars":1758,"install_command":"npx skills add probberechts/soccerdata","trust_score":87,"audit_score":91},{"slug":"roboflow-sports","name":"Sports","url":"https://www.openagentskill.com/skills/roboflow-sports","stars":5053,"install_command":"npx skills add roboflow/sports","trust_score":87,"audit_score":85}],"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","License is unclear","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","Automatic installation in a production workspace"],"agent_contract":{"task_input":"Evaluate NBA Machine Learning Sports Betting 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: 84/100 Strong shortlist","Audit: 84/100 Safe to try","Safety: 68/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"kyleskom-nba-machine-learning-sports-betting (NBA Machine Learning Sports Betting)","install_command":"npx skills add kyleskom/NBA-Machine-Learning-Sports-Betting","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":"kyleskom-nba-machine-learning-sports-betting","task":"Evaluate NBA Machine Learning Sports Betting 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/kyleskom-nba-machine-learning-sports-betting","api":"https://www.openagentskill.com/api/agent/skills/kyleskom-nba-machine-learning-sports-betting","audit":"https://www.openagentskill.com/skills/kyleskom-nba-machine-learning-sports-betting/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=kyleskom-nba-machine-learning-sports-betting&task=Evaluate%20NBA%20Machine%20Learning%20Sports%20Betting%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20NBA%20Machine%20Learning%20Sports%20Betting%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","install":"https://www.openagentskill.com/api/skills/kyleskom-nba-machine-learning-sports-betting/install","manifest":"https://www.openagentskill.com/api/registry/manifest/kyleskom-nba-machine-learning-sports-betting"}},"endpoints":{"web":"https://www.openagentskill.com/skills/kyleskom-nba-machine-learning-sports-betting","api":"https://www.openagentskill.com/api/agent/skills/kyleskom-nba-machine-learning-sports-betting","eval":"https://www.openagentskill.com/api/agent/evals?slug=kyleskom-nba-machine-learning-sports-betting","audit":"https://www.openagentskill.com/skills/kyleskom-nba-machine-learning-sports-betting/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20NBA%20Machine%20Learning%20Sports%20Betting%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":"2026-06-25T16:25:20.884Z"}}