{"eval":{"version":"openagentskill-skill-eval-v1","slug":"codebang06-stockquant-suite-tutorial","name":"Stockquant Suite Tutorial","generated_at":"2026-07-03T21:30:35.558Z","task_input":"Evaluate Stockquant Suite Tutorial before installing it in an AI agent workflow","status":"review","score":77,"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":["Coding agents workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect source files","Explain architecture","Patch bugs and verify changes","Retrieve market data","Compare financial signals"],"suited_agents":["Quant","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add CodeBang06/stockquant-suite-tutorial","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add CodeBang06/stockquant-suite-tutorial"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Stockquant Suite Tutorial\" agent skill from https://github.com/CodeBang06/stockquant-suite-tutorial. 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: 7 款股民免费股票量化交易量化软件（果仁 /PTrade/QMT/ 聚宽 / BackTrader/真格/天勤 等）配套账号、视频教程、策略源码、工具合集，支持券商实盘对接，从入门到熟练掌握。金融量化"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Stockquant Suite Tutorial\" as a Claude Code skill from https://github.com/CodeBang06/stockquant-suite-tutorial. 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: 7 款股民免费股票量化交易量化软件（果仁 /PTrade/QMT/ 聚宽 / BackTrader/真格/天勤 等）配套账号、视频教程、策略源码、工具合集，支持券商实盘对接，从入门到熟练掌握。金融量化"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Stockquant Suite Tutorial\" from https://github.com/CodeBang06/stockquant-suite-tutorial into a reusable Cursor project rule or agent instruction. 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Skill purpose: 7 款股民免费股票量化交易量化软件（果仁 /PTrade/QMT/ 聚宽 / BackTrader/真格/天勤 等）配套账号、视频教程、策略源码、工具合集，支持券商实盘对接，从入门到熟练掌握。金融量化"}]},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"117 GitHub stars","repoActivity":"117 stars, 13 forks","lastPushed":"1mo since push","license":"MIT","repository":"https://github.com/CodeBang06/stockquant-suite-tutorial","install":"npx skills add CodeBang06/stockquant-suite-tutorial","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":82,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Quality score needs review","Stars/forks activity: 117 stars, 13 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":"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":["Quality score needs review"]},"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 Stockquant Suite Tutorial before installing it in an AI agent workflow","finance","Coding agents workflows; 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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: 7 款股民免费股票量化交易量化软件（果仁 /PTrade/QMT/ 聚宽 / BackTrader/真格/天勤 等）配套账号、视频教程、策略源码、工具合集，支持券商实盘对接，从入门到熟练掌握。金融量化"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Stockquant Suite Tutorial\" as a Claude Code skill from https://github.com/CodeBang06/stockquant-suite-tutorial. 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: 7 款股民免费股票量化交易量化软件（果仁 /PTrade/QMT/ 聚宽 / BackTrader/真格/天勤 等）配套账号、视频教程、策略源码、工具合集，支持券商实盘对接，从入门到熟练掌握。金融量化"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Stockquant Suite Tutorial\" from https://github.com/CodeBang06/stockquant-suite-tutorial 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: 7 款股民免费股票量化交易量化软件（果仁 /PTrade/QMT/ 聚宽 / BackTrader/真格/天勤 等）配套账号、视频教程、策略源码、工具合集，支持券商实盘对接，从入门到熟练掌握。金融量化"}],"handoff_url":"https://www.openagentskill.com/api/skills/codebang06-stockquant-suite-tutorial/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/codebang06-stockquant-suite-tutorial"},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"117 GitHub stars","repoActivity":"117 stars, 13 forks","lastPushed":"1mo since push","license":"MIT","repository":"https://github.com/CodeBang06/stockquant-suite-tutorial","install":"npx skills add CodeBang06/stockquant-suite-tutorial","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":["finance","quant","analysis","factory","ptrade","python"],"known_risks":["Quality score needs review","Stars/forks activity: 117 stars, 13 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. 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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 Stockquant Suite Tutorial 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: 82/100 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":"codebang06-stockquant-suite-tutorial (Stockquant Suite Tutorial)","install_command":"npx skills add CodeBang06/stockquant-suite-tutorial","risk_summary":"Safe to try; 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":"codebang06-stockquant-suite-tutorial","task":"Evaluate Stockquant Suite Tutorial 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/codebang06-stockquant-suite-tutorial","api":"https://www.openagentskill.com/api/agent/skills/codebang06-stockquant-suite-tutorial","audit":"https://www.openagentskill.com/skills/codebang06-stockquant-suite-tutorial/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=codebang06-stockquant-suite-tutorial&task=Evaluate%20Stockquant%20Suite%20Tutorial%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Stockquant%20Suite%20Tutorial%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Stockquant%20Suite%20Tutorial%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/codebang06-stockquant-suite-tutorial/install","manifest":"https://www.openagentskill.com/api/registry/manifest/codebang06-stockquant-suite-tutorial"}},"endpoints":{"web":"https://www.openagentskill.com/skills/codebang06-stockquant-suite-tutorial","api":"https://www.openagentskill.com/api/agent/skills/codebang06-stockquant-suite-tutorial","eval":"https://www.openagentskill.com/api/agent/evals?slug=codebang06-stockquant-suite-tutorial","audit":"https://www.openagentskill.com/skills/codebang06-stockquant-suite-tutorial/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Stockquant%20Suite%20Tutorial%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":"2026-07-03T21:30:35.558Z"}}