{
  "format": "ta-amps.seed-pack.proposal.v1",
  "status": "proposal_only",
  "pack_id": "lora-memory-and-shimming",
  "title": "LoRA memory and shimming",
  "version": "0.1.0",
  "summary": "A collection of nouns and verbs for compiling post-cutoff Task Objects into leakage-checked parametric-memory LoRA training pairs, choosing between prompt/context shimming, weight updates and hybrid routing, and evaluating pre-registered holdout paired bootstrap CI promotion gates.",
  "license": "MIT",
  "store": "seedpack.lora-memory-and-shimming",
  "queue_placeholder": "conformance-seed-packs",
  "files": [
    {
      "path": "README.md",
      "sha256": "7ac3ef132141bc5b9b56d2a5f1e51c58ea9421905d1be140c01044edeedd0ae7"
    },
    {
      "path": "source.json",
      "sha256": "e2815ab893dd947a2654a6b0eb01e191bdfc6fcea88621cfd10245b93117b6ff"
    },
    {
      "path": "nouns.json",
      "sha256": "3dc8fbd2a7a3f0d2464ac4f0fa80c17db01a6b8e7944877ad075accd5c0bfbe5"
    },
    {
      "path": "verbs.json",
      "sha256": "b33509bcc8e4d4bfa45ea87c322ded9221c7f67761a983e1a58ea04b6f8568e5"
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  ],
  "nouns": [
    {
      "key": "lora-memory-and-shimming.v0.1.0.pack",
      "category_id": "noun.skill_pack",
      "role": "pack",
      "value_sha256": "9c4ab2caf4c0119e849a4c7595fd6f6c9378ff4beccf327f8fc28f6cb095c344"
    },
    {
      "key": "lora-memory-and-shimming.v0.1.0.guardrail.smoke-is-not-improvement",
      "category_id": "noun.skill_pack",
      "role": "guardrail",
      "value_sha256": "4157e4a9961ccc047e9a4e9eb5c6e1e0e14468955afe905923d1c86ba3073b25"
    },
    {
      "key": "lora-memory-and-shimming.v0.1.0.guardrail.holdout-ngram-disjointness",
      "category_id": "noun.skill_pack",
      "role": "guardrail",
      "value_sha256": "3f0107df257adb941bd7f689c7f0837d1bdbedd9cba388abcbc16a737cba733e"
    },
    {
      "key": "lora-memory-and-shimming.v0.1.0.guardrail.shim-volatile-facts",
      "category_id": "noun.skill_pack",
      "role": "guardrail",
      "value_sha256": "590ece3a302aec2d1624de4e92efac15ccfb762a8df1bf3efce4f45b5176207b"
    },
    {
      "key": "lora-memory-and-shimming.v0.1.0.spec.routing-and-gates",
      "category_id": "noun.benchmark_suite",
      "role": "spec",
      "value_sha256": "23d080f53581d51e6d0a2ba96ed7392fdbbd6baf70a8f6fe69702a1c4758481b"
    },
    {
      "key": "lora-memory-and-shimming.v0.1.0.rules.pair-compilation",
      "category_id": "noun.reflex_procedure",
      "role": "rules",
      "value_sha256": "62724f07aaabb37cb4c0f391cfcd0f4c45aac403d4350646217486150c720c3b"
    },
    {
      "key": "lora-memory-and-shimming.v0.1.0.tool.lora-memory",
      "category_id": "noun.code_node",
      "role": "tool_card",
      "value_sha256": "1f2166f13c5acaf8486ab6bde170e9879ee2b02639babc06d0d3adcb91ac667a"
    },
    {
      "key": "lora-memory-and-shimming.v0.1.0.template.gate-decision",
      "category_id": "noun.scene_recipe",
      "role": "template",
      "value_sha256": "9a36c1acdff4e88504b55670f07586744b1f364d1b3c7702ec0ef5029e326bfb"
    },
    {
      "key": "lora-memory-and-shimming.v0.1.0.example.post-cutoff-bundle",
      "category_id": "noun.eval_run",
      "role": "example",
      "value_sha256": "d92a557a85cb03ada3514a04252a5fb30ea8c5bf905c5fa7557824fa5812eaeb"
    },
    {
      "key": "lora-memory-and-shimming.v0.1.0.example.gate-decision",
      "category_id": "noun.eval_run",
      "role": "example",
      "value_sha256": "83e797b3b75faac938e711297d56b5592c0844012daa12e03ee0edeee5955a73"
    }
  ],
  "verbs": [
    {
      "template_id": "lora-memory-and-shimming.route-shim-or-lora",
      "kind": "verb.situate",
      "claimant": "agent",
      "idempotency_key": "seedpack:lora-memory-and-shimming:route-shim-or-lora:1333f02d0ab9b31cfc92c301d97d6d5488acbe64805e44c9f4febf07dcc8e8e2",
      "report_shape_sha256": "86cd9ebbe3e65748be934d95262868aa40c60ca0ec91e2bc32bc5fbd73bea5bb"
    },
    {
      "template_id": "lora-memory-and-shimming.compile-lora-pairs",
      "kind": "verb.distill_reflex",
      "claimant": "agent",
      "idempotency_key": "seedpack:lora-memory-and-shimming:compile-lora-pairs:a310ff03788dfac114930da330ee1e89f316f23fe79691f81215f029ab807992",
      "report_shape_sha256": "9fdbd0fa73c3a2d95107b6f22c8a59533681c911a9ce26a3a26b44cfc784facf"
    },
    {
      "template_id": "lora-memory-and-shimming.evaluate-bootstrap-gate",
      "kind": "verb.verify_gate",
      "claimant": "agent",
      "idempotency_key": "seedpack:lora-memory-and-shimming:evaluate-bootstrap-gate:88c081483e5ebf86adfe955f9b1515ae803b068bfde09fbeef1e5e190305ed43",
      "report_shape_sha256": "f184637d35d866403a29b15baa85fd1e7fbf44ab9cd031ddf441caa2d4386069"
    }
  ],
  "code": {
    "path": "packs/lora-memory-and-shimming/code",
    "files": 10,
    "sha256": "fa4b01f3e895170635c735e7265a717620b2ea8d18b47fe7e5a6b89ae4c760c9",
    "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": "continuous-tuning",
      "keys": []
    },
    {
      "pack_id": "freshness-checks",
      "keys": []
    }
  ],
  "boundaries": [
    "Compiled training pairs and synthetic smoke evaluations are never presented as admitted adapters or proven model improvements.",
    "Training pairs must pass 4-gram Jaccard disjointness against pre-registered holdouts before any weight update is evaluated.",
    "Fast-churning or instantly revocable facts route to prompt/context shims rather than LoRA weights.",
    "Importing the pack writes nothing, enqueues nothing and installs no code."
  ],
  "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."
  }
}