Oneflow

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    "name": "Oneflow",
    "description": "OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.",
    "category": "ml-automation",
    "url": "https://www.openagentskill.com/skills/oneflow-inc-oneflow",
    "repository": "https://github.com/Oneflow-Inc/oneflow",
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    "teams that value GitHub adoption signals",
    "Navigate pages",
    "Click and type safely",
    "Check visual and DOM state",
    "Move data between tools",
    "Transform files"
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      "notice": "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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      "repoActivity": "9.4K stars, 1.0K forks",
      "lastPushed": "10mo since push",
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      "repository": "https://github.com/Oneflow-Inc/oneflow",
      "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",
      "permissionSurface": "filesystem or document access, network or browser access",
      "documentation": "Strong README/SKILL.md context",
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      "recent_failure_rate": null,
      "install_attempts": 0,
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      "risk_blocked": 0,
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    "label": "Needs first agent run",
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    "metrics": {
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      "avgTimeToUsefulMs": null,
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      "uniqueAgents": 0,
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    "signals": [],
    "penalties": [
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  "audit": {
    "score": 86,
    "risk_level": "needs_review",
    "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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  "quality": {
    "score": 93,
    "label": "Excellent"
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    "track": "Design and creative production",
    "scenario": "Multimodal media",
    "maintenance": "10mo since push",
    "risk": "Needs review"
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      "trust_score": 91,
      "audit_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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    "task_input": "Use Oneflow in an agent workflow",
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      "Audit: 86/100 Needs review",
      "Safety: 70/100 Avoid automatic install",
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      "output_quality": 4,
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      "time_to_useful_ms": 120000,
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    "api": "https://www.openagentskill.com/api/agent/skills/oneflow-inc-oneflow",
    "audit": "https://www.openagentskill.com/skills/oneflow-inc-oneflow/audit",
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    "install": "https://www.openagentskill.com/api/skills/oneflow-inc-oneflow/install",
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