CodeFuse MuAgent

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    "name": "CodeFuse MuAgent",
    "description": "An Innovative Agent Framework Driven by KG Engine",
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    "repository": "https://github.com/codefuse-ai/CodeFuse-muAgent",
    "github_repo": "codefuse-ai/CodeFuse-muAgent"
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    "RAG and knowledge workflows",
    "Claude Code teams",
    "teams that value GitHub adoption signals",
    "Chunk documents",
    "Create embeddings",
    "Retrieve and cite relevant passages",
    "Index documents",
    "Search a knowledge base"
  ],
  "suited_agents": [
    "Python",
    "LLM",
    "Codex",
    "Claude Code",
    "Cursor",
    "OpenAgentSkill CLI"
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    },
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      },
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      },
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    "handoff_url": "https://www.openagentskill.com/api/skills/codefuse-ai-codefuse-muagent/install",
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      "installSafety": "standard package or runtime install path",
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      "documentation": "Usable metadata, review docs",
      "agentOutcomes": "No agent outcome data yet"
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      "label": "No agent outcome data yet"
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      "Repository looks stale",
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      "Documentation summary is thin",
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      "License clarity: Unknown"
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    "penalties": [
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      "License clarity: Unknown"
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    "Documentation summary is thin"
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      "Audit: 65/100 Needs review",
      "Safety: 53/100 Avoid automatic install",
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    ],
    "expected_agent_output": {
      "selected_skill": "codefuse-ai-codefuse-muagent (CodeFuse MuAgent)",
      "install_command": "",
      "risk_summary": "Needs review; Experimental; Review before production",
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    "expected_outcomes": [
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      "failed",
      "not_relevant",
      "blocked_by_risk",
      "setup_required"
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      "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."
    }
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    "audit": "https://www.openagentskill.com/skills/codefuse-ai-codefuse-muagent/audit",
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    "receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20CodeFuse%20MuAgent%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
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}