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    "story_id": "mp-2026-09-03-017",
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    "headline": "A Thousand Repositories Became Five Thousand Skills",
    "slug": "a-thousand-repositories-became-five-thousand-skills",
    "dek": "DisCo distills operational knowledge from ML codebases into compact, verified task context.",
    "summary": "DisCo distills operational knowledge from ML codebases into compact, verified task context.",
    "body_text": "With backbone, harness and execution budget held fixed, the paper reports gains from 9.2% to 134.3% across four research benchmarks. The comparison supports the tested library, not every repository-to-skill conversion.",
    "why_it_matters": "DisCo distills operational knowledge from ML codebases into compact, verified task context.",
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      "The comparison supports the tested library, not every repository-to-skill conversion."
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    "first_published_at": "2026-09-03T09:00:00.000-04:00",
    "modified_at": "2026-09-03T14:20:28.218-04:00",
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        "qualification": "The comparison supports the tested library, not every repository-to-skill conversion."
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    "tags": [
      "agent skills",
      "repositories"
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  "sources": [
    {
      "source_id": "source-2026-09-03-019",
      "title": "arXiv preprint 2609.02749",
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      "published_at": "2026-09-02T11:49:41.000-04:00",
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  "publisher": {
    "name": "The Machine Press",
    "url": "https://themachinepress.com",
    "description": "A daily newspaper for the age of artificial intelligence."
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  "cite_this_report": {
    "title": "A Thousand Repositories Became Five Thousand Skills",
    "publisher": "The Machine Press",
    "published_at": "2026-09-03T09:00:00.000-04:00",
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