Seaborn

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    "name": "Seaborn",
    "description": "Statistical data visualization in Python",
    "category": "data-analysis",
    "url": "https://www.openagentskill.com/skills/mwaskom-seaborn",
    "repository": "https://github.com/mwaskom/seaborn",
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    "teams that value GitHub adoption signals",
    "Load tabular data",
    "Calculate trends",
    "Summarize findings clearly",
    "Inspect source files",
    "Explain architecture"
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    "command": "",
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    "handoff_url": "https://www.openagentskill.com/api/skills/mwaskom-seaborn/install",
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      "lastPushed": "8mo since push",
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      "repository": "https://github.com/mwaskom/seaborn",
      "install": "Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.",
      "installSafety": "standard package or runtime install path",
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      "documentation": "Usable metadata, review docs",
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      "humanReviewRequired": 0,
      "uniqueAgents": 0,
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    "penalties": [
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    "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."
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    "human_review_required": true,
    "blocked": false,
    "recommended_action": "Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability."
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    "score": 96,
    "label": "Excellent"
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    "scenario": "Data analysis",
    "maintenance": "8mo since push",
    "risk": "Needs review"
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      "trust_score": 91,
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    "Financial research output is not financial advice; require human review before any live investment decision",
    "Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.",
    "Financial research output is not financial advice; require human review before any live investment decision.",
    "Production credentials, payments, or irreversible account changes without explicit human review",
    "Sensitive private data before reviewing repository code, license, and permission surface"
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  "agent_contract": {
    "task_input": "Use Seaborn in an agent workflow",
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      "Audit: 87/100 Needs review",
      "Safety: 71/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
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      "selected_skill": "mwaskom-seaborn (Seaborn)",
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      "workspace": "sandbox",
      "time_to_useful_ms": 120000,
      "notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
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    "api": "https://www.openagentskill.com/api/agent/skills/mwaskom-seaborn",
    "audit": "https://www.openagentskill.com/skills/mwaskom-seaborn/audit",
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    "install": "https://www.openagentskill.com/api/skills/mwaskom-seaborn/install",
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