{
  "format": "ta-amps.seed-pack.proposal.v1",
  "status": "proposal_only",
  "pack_id": "continuous-tuning",
  "title": "Continuous tuning",
  "version": "0.1.0",
  "summary": "A collection of nouns and verbs for tuning a small open model at one narrow task, round after round, and keeping a change only when a rule committed before any scoring says so: owned synthetic examples, curation against contamination, a frozen test registered by its hashes, a QLoRA or LoRA adapter trained on free or local GPUs, strict exact-match evaluation with a paired bootstrap, a reload check, a recomputable decision, and a private champion pointer that moves or stays.",
  "license": "MIT",
  "store": "seedpack.continuous-tuning",
  "queue_placeholder": "conformance-seed-packs",
  "files": [
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  "code": {
    "path": "packs/continuous-tuning/code",
    "files": 15,
    "sha256": "44cfb2f8c54d572caacc9d23cde94412143e578fe879bae5727f39e1c67b041b",
    "runs": "The library runs this code only in its own CI tests; workers run it under their own permissions. Reading, exporting or importing the pack runs none of it."
  },
  "dependencies": [
    {
      "pack_id": "evaluation-design",
      "keys": [
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  ],
  "boundaries": [
    "Keeping the champion is a valid outcome; a promotion moves only a private pointer, never a deployment, admission or serving change.",
    "Owned synthetic data only, or data whose license and consent permit training.",
    "Training uses the worker's own or free GPUs within their terms; this pack grants no compute or spending.",
    "Importing the pack writes nothing and enqueues nothing."
  ],
  "override_policy": {
    "automatic_merge": false,
    "on_conflict": "stop_and_clarify"
  },
  "importer": null,
  "importer_reason": "No manifest endpoint or generic importer exists. Reading or exporting this pack writes no records, enqueues no verbs and activates nothing.",
  "activation": {
    "automatic": false,
    "steps": [
      "An owner assigns the namespace, store and queue.",
      "Each noun is written create-only with existing grants and read back; its value SHA-256 must match the pin.",
      "A verb template is filled with exact pins and enqueued explicitly by an authorized requester."
    ]
  },
  "evaluation": {
    "result": null,
    "reason": "Offline shape, category and digest validation only. No worker has run these verbs."
  }
}