PFLlib

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    "name": "PFLlib",
    "description": "Master Federated Learning in 2 Hours—Run It on Your PC!",
    "category": "legal-compliance",
    "url": "https://www.openagentskill.com/skills/tsingz0-pfllib",
    "repository": "https://github.com/TsingZ0/PFLlib",
    "github_repo": "TsingZ0/PFLlib"
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    "Claude Code teams",
    "teams that value GitHub adoption signals",
    "Extract obligations",
    "Highlight risky clauses",
    "Prepare review-ready summaries",
    "Inspect risky files",
    "Prioritize findings"
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    "Python",
    "Privacy",
    "Codex",
    "Claude Code",
    "Cursor",
    "OpenAgentSkill CLI"
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      "revision": null,
      "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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    "handoff_url": "https://www.openagentskill.com/api/skills/tsingz0-pfllib/install",
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      "repoActivity": "2.1K stars, 414 forks",
      "lastPushed": "8mo since push",
      "license": "Apache-2.0",
      "repository": "https://github.com/TsingZ0/PFLlib",
      "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",
      "documentation": "Usable metadata, review docs",
      "agentOutcomes": "No agent outcome data yet"
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      "Financial research output is not financial advice; require human review before any live investment decision.",
      "Quality score needs review"
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    "label": "Needs first agent run",
    "summary": "No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.",
    "metrics": {
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      "uniqueAgents": 0,
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    "penalties": [
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    "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.",
      "Quality score needs review"
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    "label": "Reviewed with permission notes",
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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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    "label": "Excellent"
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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.",
    "Quality score needs review",
    "Production credentials, payments, or irreversible account changes without explicit human review"
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    "minimum_review_before_use": [
      "Trust: 85/100 Strong shortlist",
      "Audit: 84/100 Needs review",
      "Safety: 68/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
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      "selected_skill": "tsingz0-pfllib (PFLlib)",
      "install_command": "",
      "risk_summary": "Needs review; Reviewed with permission notes; 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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      "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."
    }
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    "api": "https://www.openagentskill.com/api/agent/skills/tsingz0-pfllib",
    "audit": "https://www.openagentskill.com/skills/tsingz0-pfllib/audit",
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    "receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20PFLlib%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
    "install": "https://www.openagentskill.com/api/skills/tsingz0-pfllib/install",
    "manifest": "https://www.openagentskill.com/api/registry/manifest/tsingz0-pfllib"
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