{
  "id": "ic-optic",
  "title": "OPTIC / DIAL-SkillOpt",
  "bookId": "infinitesimal-creativity",
  "chapters": [
    12
  ],
  "status": "registered calibration and negative/repair sequence",
  "summary": "Held-out calibration, sealed compound-skill failure, and factored-interface repair.",
  "boundary": "The v2 interface repair is a separately registered schema correction, not a post-hoc relabeling of the failed run.",
  "packageIds": [
    "synthetic-creativity-archive",
    "lincs-lasko"
  ],
  "entryPoints": [
    "packet scripts and DIAL-SkillOpt driver"
  ],
  "resultArtifacts": [
    "GPT_OSS_20B_REPORT.md",
    "TERMINATION_REPORT.md",
    "DIAGNOSTIC_REPORT.md"
  ],
  "documentationStatus": "local-curated",
  "runs": [
    "2026-08-11_dial_skillopt1_preregistered",
    "2026-08-11_dial_skillopt1d_factored_registered",
    "2026-08-11_dial_skillopt1d_factored_v2_registered",
    "2026-08-11_dial_skillopt_registered"
  ],
  "runCount": 4,
  "codeRecords": [
    {
      "packageId": "lincs-lasko",
      "role": "base-system",
      "path": "scripts/run_anchor_chain_benchmark.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lasko/scripts/run_anchor_chain_benchmark.py"
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_skillopt1_preregistered.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_skillopt1d_factored.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_skillopt1d_factored_v2.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_skillopt_registered.py",
      "publicUrl": null
    }
  ],
  "codeRecordCount": 5,
  "startHere": [
    {
      "packageId": "synthetic-creativity-archive",
      "path": "dial_skillopt1_preregistered.py",
      "role": "implementation",
      "publicUrl": null,
      "availability": "staged-not-public",
      "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.",
      "packageStatus": "local-curated"
    },
    {
      "packageId": "lincs-lasko",
      "path": "scripts/run_anchor_chain_benchmark.py",
      "role": "base-system",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lasko/scripts/run_anchor_chain_benchmark.py",
      "availability": "public-pinned",
      "readerAction": "Open the pinned public source file.",
      "packageStatus": "public"
    },
    {
      "packageId": "synthetic-creativity-archive",
      "path": "dial_skillopt1d_factored.py",
      "role": "implementation",
      "publicUrl": null,
      "availability": "staged-not-public",
      "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.",
      "packageStatus": "local-curated"
    },
    {
      "packageId": "synthetic-creativity-archive",
      "path": "dial_skillopt1d_factored_v2.py",
      "role": "implementation",
      "publicUrl": null,
      "availability": "staged-not-public",
      "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.",
      "packageStatus": "local-curated"
    }
  ],
  "startHereCount": 4
}