{"eval":{"version":"openagentskill-skill-eval-v1","slug":"czl0325-football-frontend","name":"Football Frontend","generated_at":"2026-08-23T15:54:31.219Z","task_input":"Evaluate Football Frontend before installing it in an AI agent workflow","status":"review","score":79,"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":["Sports analytics workflows","Claude Code teams","builders willing to evaluate younger projects","Load football datasets","Compare teams and players","Explain match and tournament signals","Inspect source files","Explain architecture"],"suited_agents":["Vue","Sports Data","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add czl0325/football_frontend","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install czl0325-football-frontend"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Football Frontend\" agent skill from https://github.com/czl0325/football_frontend. 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: 一个自己写的足球比赛预测代码，通过大数据匹配亚盘和大小球历史相同赔率相同水位的比赛，来得出赢盘或者输盘的结果。目前持续测试中。本项目适用于外盘滚球时候投注亚盘和大小球(特别是场上比分发生变化之后，或比赛时间过20分钟后投注)，不适用于竞彩项目。 【本项目2024年欧洲杯期间帮助用户血洗狗庄超过60万人民币。】 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"czl0325-football-frontend\",\"task\":\"Install Football Frontend\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Football Frontend\" as a Claude Code skill from https://github.com/czl0325/football_frontend. 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: 一个自己写的足球比赛预测代码，通过大数据匹配亚盘和大小球历史相同赔率相同水位的比赛，来得出赢盘或者输盘的结果。目前持续测试中。本项目适用于外盘滚球时候投注亚盘和大小球(特别是场上比分发生变化之后，或比赛时间过20分钟后投注)，不适用于竞彩项目。 【本项目2024年欧洲杯期间帮助用户血洗狗庄超过60万人民币。】 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"czl0325-football-frontend\",\"task\":\"Install Football Frontend\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Football Frontend\" from https://github.com/czl0325/football_frontend 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: 一个自己写的足球比赛预测代码，通过大数据匹配亚盘和大小球历史相同赔率相同水位的比赛，来得出赢盘或者输盘的结果。目前持续测试中。本项目适用于外盘滚球时候投注亚盘和大小球(特别是场上比分发生变化之后，或比赛时间过20分钟后投注)，不适用于竞彩项目。 【本项目2024年欧洲杯期间帮助用户血洗狗庄超过60万人民币。】 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"czl0325-football-frontend\",\"task\":\"Install Football Frontend\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}]},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"303 GitHub stars","repoActivity":"303 stars, 41 forks","lastPushed":"2mo since push","license":"Apache-2.0","repository":"https://github.com/czl0325/football_frontend","install":"npx skills add czl0325/football_frontend","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":83,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 303 stars, 41 forks; issue activity unavailable in current metadata"]},"safety_gate":{"score":67,"tier":"reviewed","label":"Reviewed with permission notes","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":["Financial research output is not financial advice; require human review before any live investment decision"]},"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 Football Frontend before installing it in an AI agent workflow","sports-analytics","Sports analytics 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 czl0325/football_frontend"]},{"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 czl0325/football_frontend"]},{"id":"trust_score","label":"Trust score","status":"warn","score":80,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","303 GitHub stars","Apache-2.0"]},{"id":"audit_score","label":"Audit score","status":"warn","score":83,"required_for_auto_install":true,"detail":"Needs review","evidence":["Financial research output is not financial advice; require human review before any live investment decision"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":67,"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.","Financial research output is not financial advice; require human review before any live investment decision"]},{"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":"pass","score":86,"required_for_auto_install":true,"detail":"Apache-2.0","evidence":["Apache-2.0"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":88,"required_for_auto_install":false,"detail":"2mo since push","evidence":["2mo 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":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 303 stars, 41 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","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 303 stars, 41 forks; issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review"],"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":92,"audit_score":93},{"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":84,"audit_score":88},{"slug":"probberechts-soccerdata","name":"Soccerdata","url":"https://www.openagentskill.com/skills/probberechts-soccerdata","stars":1758,"install_command":"npx skills add probberechts/soccerdata","trust_score":85,"audit_score":87},{"slug":"roboflow-sports","name":"Sports","url":"https://www.openagentskill.com/skills/roboflow-sports","stars":5053,"install_command":"npx skills add roboflow/sports","trust_score":86,"audit_score":85}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"czl0325-football-frontend","name":"Football Frontend","description":"一个自己写的足球比赛预测代码，通过大数据匹配亚盘和大小球历史相同赔率相同水位的比赛，来得出赢盘或者输盘的结果。目前持续测试中。本项目适用于外盘滚球时候投注亚盘和大小球(特别是场上比分发生变化之后，或比赛时间过20分钟后投注)，不适用于竞彩项目。        【本项目2024年欧洲杯期间帮助用户血洗狗庄超过60万人民币。】","category":"sports-analytics","url":"https://www.openagentskill.com/skills/czl0325-football-frontend","repository":"https://github.com/czl0325/football_frontend","github_repo":"czl0325/football_frontend"},"suited_tasks":["Sports analytics workflows","Claude Code teams","builders willing to evaluate younger projects","Load football datasets","Compare teams and players","Explain match and tournament signals","Inspect source files","Explain architecture"],"suited_agents":["Vue","Sports Data","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add czl0325/football_frontend","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install czl0325-football-frontend"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Football Frontend\" agent skill from https://github.com/czl0325/football_frontend. 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: 一个自己写的足球比赛预测代码，通过大数据匹配亚盘和大小球历史相同赔率相同水位的比赛，来得出赢盘或者输盘的结果。目前持续测试中。本项目适用于外盘滚球时候投注亚盘和大小球(特别是场上比分发生变化之后，或比赛时间过20分钟后投注)，不适用于竞彩项目。 【本项目2024年欧洲杯期间帮助用户血洗狗庄超过60万人民币。】 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"czl0325-football-frontend\",\"task\":\"Install Football Frontend\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Football Frontend\" as a Claude Code skill from https://github.com/czl0325/football_frontend. 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: 一个自己写的足球比赛预测代码，通过大数据匹配亚盘和大小球历史相同赔率相同水位的比赛，来得出赢盘或者输盘的结果。目前持续测试中。本项目适用于外盘滚球时候投注亚盘和大小球(特别是场上比分发生变化之后，或比赛时间过20分钟后投注)，不适用于竞彩项目。 【本项目2024年欧洲杯期间帮助用户血洗狗庄超过60万人民币。】 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"czl0325-football-frontend\",\"task\":\"Install Football Frontend\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Football Frontend\" from https://github.com/czl0325/football_frontend 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: 一个自己写的足球比赛预测代码，通过大数据匹配亚盘和大小球历史相同赔率相同水位的比赛，来得出赢盘或者输盘的结果。目前持续测试中。本项目适用于外盘滚球时候投注亚盘和大小球(特别是场上比分发生变化之后，或比赛时间过20分钟后投注)，不适用于竞彩项目。 【本项目2024年欧洲杯期间帮助用户血洗狗庄超过60万人民币。】 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"czl0325-football-frontend\",\"task\":\"Install Football Frontend\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/czl0325-football-frontend/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/czl0325-football-frontend"},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"303 GitHub stars","repoActivity":"303 stars, 41 forks","lastPushed":"2mo since push","license":"Apache-2.0","repository":"https://github.com/czl0325/football_frontend","install":"npx skills add czl0325/football_frontend","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":["sports-analytics","sports","football","analytics","lottery","vue"],"known_risks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 303 stars, 41 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":83,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 303 stars, 41 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":76,"label":"Strong"},"supply":{"track":"Football and World Cup analytics","scenario":"Sports analytics","maintenance":"2mo since push","risk":"Needs review"},"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":92,"audit_score":93},{"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":84,"audit_score":88},{"slug":"probberechts-soccerdata","name":"Soccerdata","url":"https://www.openagentskill.com/skills/probberechts-soccerdata","stars":1758,"install_command":"npx skills add probberechts/soccerdata","trust_score":85,"audit_score":87},{"slug":"roboflow-sports","name":"Sports","url":"https://www.openagentskill.com/skills/roboflow-sports","stars":5053,"install_command":"npx skills add roboflow/sports","trust_score":86,"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","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 303 stars, 41 forks; issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Evaluate Football Frontend 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: 80/100 Strong shortlist","Audit: 83/100 Needs review","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"czl0325-football-frontend (Football Frontend)","install_command":"npx skills add czl0325/football_frontend","risk_summary":"Needs review; Reviewed with permission notes; 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":"czl0325-football-frontend","task":"Evaluate Football Frontend 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/czl0325-football-frontend","api":"https://www.openagentskill.com/api/agent/skills/czl0325-football-frontend","audit":"https://www.openagentskill.com/skills/czl0325-football-frontend/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=czl0325-football-frontend&task=Evaluate%20Football%20Frontend%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Football%20Frontend%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Football%20Frontend%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/czl0325-football-frontend/install","manifest":"https://www.openagentskill.com/api/registry/manifest/czl0325-football-frontend"}},"endpoints":{"web":"https://www.openagentskill.com/skills/czl0325-football-frontend","api":"https://www.openagentskill.com/api/agent/skills/czl0325-football-frontend","eval":"https://www.openagentskill.com/api/agent/evals?slug=czl0325-football-frontend","audit":"https://www.openagentskill.com/skills/czl0325-football-frontend/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Football%20Frontend%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":"2026-08-23T15:54:31.219Z"}}