Conffusion

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    "slug": "eliahuhorwitz-conffusion",
    "name": "Conffusion",
    "description": "Official Implementation for the \"Conffusion: Confidence Intervals for Diffusion Models\" paper.",
    "category": "media-automation",
    "url": "https://www.openagentskill.com/skills/eliahuhorwitz-conffusion",
    "repository": "https://github.com/eliahuhorwitz/Conffusion",
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    "Inspect visual requirements",
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    "Package output for review",
    "Read media metadata",
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    "handoff_url": "https://www.openagentskill.com/api/skills/eliahuhorwitz-conffusion/install",
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      "documentation": "Strong README/SKILL.md context",
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      "Financial research output is not financial advice; require human review before any live investment decision",
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    "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.",
    "Repository appears stale",
    "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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    "minimum_review_before_use": [
      "Trust: 69/100 Manual review",
      "Audit: 60/100 Needs review",
      "Safety: 44/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
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      "selected_skill": "eliahuhorwitz-conffusion (Conffusion)",
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      "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/eliahuhorwitz-conffusion",
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