Dm Haiku

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    "name": "Dm Haiku",
    "description": "JAX-based neural network library",
    "category": "ml-automation",
    "url": "https://www.openagentskill.com/skills/google-deepmind-dm-haiku",
    "repository": "https://github.com/google-deepmind/dm-haiku",
    "github_repo": "google-deepmind/dm-haiku"
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    "Inspect source files",
    "Explain architecture",
    "Patch bugs and verify changes",
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      "repoActivity": "3.2K stars, 294 forks",
      "lastPushed": "4mo since push",
      "license": "Apache-2.0",
      "repository": "https://github.com/google-deepmind/dm-haiku",
      "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": "Usable metadata, review docs",
      "agentOutcomes": "No agent outcome data yet"
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      "recent_failure_rate": null,
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      "install_success_rate": null,
      "risk_blocked": 0,
      "setup_required": 0,
      "avg_output_quality": null,
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      "last_outcome_at": null,
      "label": "No agent outcome data yet"
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      "Financial research output is not financial advice; require human review before any live investment decision."
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    "label": "Needs first agent run",
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    "metrics": {
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      "successfulOutcomes": 0,
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      "installAttempts": 0,
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      "uniqueAgents": 0,
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    "penalties": [
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  "audit": {
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    "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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    "label": "Reviewed with permission notes",
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    "human_review_required": true,
    "blocked": false,
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  "quality": {
    "score": 100,
    "label": "Excellent"
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    "scenario": "Multimodal media",
    "maintenance": "4mo since push",
    "risk": "Needs review"
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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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    "minimum_review_before_use": [
      "Trust: 85/100 Strong shortlist",
      "Audit: 89/100 Needs review",
      "Safety: 73/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
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      "selected_skill": "google-deepmind-dm-haiku (Dm Haiku)",
      "install_command": "",
      "risk_summary": "Needs review; Reviewed with permission notes; Low metadata risk",
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      "blocked_by_risk",
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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/google-deepmind-dm-haiku/audit",
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