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issue activity unavailable in current metadata","License clarity: Unknown","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Use Educational RAG System in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 76/100 Strong shortlist","Audit: 81/100 Needs review","Safety: 61/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"happy-chen-ch-educational-rag-system (Educational RAG System)","install_command":"npx skills add Happy-Chen-CH/Educational_RAG_System","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":"happy-chen-ch-educational-rag-system","task":"Use Educational RAG System in an 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/happy-chen-ch-educational-rag-system","api":"https://www.openagentskill.com/api/agent/skills/happy-chen-ch-educational-rag-system","audit":"https://www.openagentskill.com/skills/happy-chen-ch-educational-rag-system/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=happy-chen-ch-educational-rag-system&task=Use%20Educational%20RAG%20System%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Educational%20RAG%20System%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Educational%20RAG%20System%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/happy-chen-ch-educational-rag-system/install","manifest":"https://www.openagentskill.com/api/registry/manifest/happy-chen-ch-educational-rag-system"}},"platforms":["Python","RAG","Claude Code"],"use_cases":[{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"sports-analytics","title":"Sports analytics","url":"https://www.openagentskill.com/use-cases/sports-analytics"}],"install":"npx skills add Happy-Chen-CH/Educational_RAG_System","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx skills add Happy-Chen-CH/Educational_RAG_System","description":"Use the registry command when your workflow supports the OpenAgentSkill installer.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Educational RAG System\" agent skill from https://github.com/Happy-Chen-CH/Educational_RAG_System. 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Skill purpose: 面向教育场景的RAG智能问答系统，融合关键词匹配与语义检索双引擎，融合MySQL和RAG技术，先经过MySQL数据库的检索(还融合了Redis辅助储存和搜索)，若无符合条件答案，则进入RAG系统，RAG知识库中的知识储存在Milvus向量数据库中","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"Educational RAG System\" from https://github.com/Happy-Chen-CH/Educational_RAG_System 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: 面向教育场景的RAG智能问答系统，融合关键词匹配与语义检索双引擎，融合MySQL和RAG技术，先经过MySQL数据库的检索(还融合了Redis辅助储存和搜索)，若无符合条件答案，则进入RAG系统，RAG知识库中的知识储存在Milvus向量数据库中","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/Happy-Chen-CH/Educational_RAG_System","github_repo":"Happy-Chen-CH/Educational_RAG_System","version":"1.0.0","license":"Unknown","updated_at":"2026-06-21T07:01:53.210375+00:00","canonical_key":"happy-chen-ch/educational_rag_system","recommendation_reasons":["Install handoff is available","Repository freshness signal is available"],"urls":{"web":"https://www.openagentskill.com/skills/happy-chen-ch-educational-rag-system","api":"https://www.openagentskill.com/api/agent/skills/happy-chen-ch-educational-rag-system","install_api":"https://www.openagentskill.com/api/skills/happy-chen-ch-educational-rag-system/install","audit":"https://www.openagentskill.com/skills/happy-chen-ch-educational-rag-system/audit","repository":"https://github.com/Happy-Chen-CH/Educational_RAG_System"},"meta":{"endpoint":"/api/registry/manifest/{slug}","canonical_agent_endpoint":"/api/agent/skills/happy-chen-ch-educational-rag-system","agent_friendly":true,"api_version":"1.0","generated_at":"2026-07-03T23:19:35.961Z"}}