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  "limits": [
    "No independent comparative agent-performance benchmark established.",
    "Some other candidates were inspected but are outside this compact snapshot.",
    "Original A01-A11 discovery records remain historical and are superseded by the current selection memo."
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      "metadata_url": "https://api.github.com/repos/K-Dense-AI/scientific-agent-skills",
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      "verdict": "selected-components-only",
      "source_urls": [
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      "metadata_url": "https://api.github.com/repos/anthropics/skills",
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      "licence_observed": "per-skill",
      "verdict": "frontend-design-only",
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      "unique_or_active_users": null,
      "licence_observed": "MIT",
      "verdict": "devils-advocate-only",
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        "https://github.com/OneWave-AI/claude-skills/blob/main/devils-advocate/evals/evals.json",
        "https://github.com/OneWave-AI/claude-skills/blob/main/hypothesis-testing-engine/SKILL.md"
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    {
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      "metadata_url": "https://api.github.com/repos/DreambaseAI/skills",
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      "repository": "mickn/mckinsey-problem-solving-skills",
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        "https://github.com/mickn/mckinsey-problem-solving-skills/blob/main/skills/build-storyline/SKILL.md"
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      "metadata_url": "https://api.github.com/repos/Brusdeylins/ppt-skill",
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      "repository_url": "https://github.com/sruthir28/enterprise-ai-skills",
      "metadata_url": "https://api.github.com/repos/sruthir28/enterprise-ai-skills",
      "observed": "2026-10-22",
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      "verdict": "reference-only",
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        "https://github.com/sruthir28/enterprise-ai-skills/blob/main/examples/which-sport-to-pick-up/build.py"
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      "metadata_url": "https://api.github.com/repos/appautomaton/presentation",
      "observed": "2026-10-22",
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      "forks": 6,
      "metric_scope": "repository-wide; not skill-specific users",
      "unique_or_active_users": null,
      "licence_observed": null,
      "verdict": "exclude",
      "source_urls": [
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      "verdict": "helpers-not-approved",
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