{
  "format": "ta-amps.seed-pack.proposal.v1",
  "status": "proposal_only",
  "pack_id": "loops-schedules-and-heuristics",
  "title": "Loops schedules and heuristics",
  "version": "0.1.0",
  "summary": "A collection of nouns and verbs for inert window-keyed schedule compilation, fragility half-life urgency ranking, AIMD claim pacing, UCB1 anti-stall bandit loops, seven-tier compute resource cascades and six advice-only swappable learners.",
  "license": "MIT",
  "store": "seedpack.loops-schedules-and-heuristics",
  "queue_placeholder": "conformance-seed-packs",
  "files": [
    {
      "path": "README.md",
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      "path": "source.json",
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      "path": "nouns.json",
      "sha256": "254c4b6b92cbbdcf9184a5599da47a26824e7c47a4741cbdb2076e4f2420aea7"
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    {
      "path": "verbs.json",
      "sha256": "59bc39449a3dba017b9c84736db80bcf7c462d2aa13090d3de83150658df298a"
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  "nouns": [
    {
      "key": "loops-schedules-and-heuristics.v0.1.0.pack",
      "category_id": "noun.skill_pack",
      "role": "pack",
      "value_sha256": "e8d507eacb6a9c7b0db902640820f8180f524596f0cf74cde11e042d62137ecb"
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    {
      "key": "loops-schedules-and-heuristics.v0.1.0.guardrail.inert-schedules-and-zero-off-window-io",
      "category_id": "noun.skill_pack",
      "role": "guardrail",
      "value_sha256": "60abd11960ad7dfb98087932ef7a17b7a01c7f0d53141582deec2fa3e59f5f5b"
    },
    {
      "key": "loops-schedules-and-heuristics.v0.1.0.guardrail.advice-only-learners-and-rights-cleared-splits",
      "category_id": "noun.skill_pack",
      "role": "guardrail",
      "value_sha256": "e4e4560951d33da785688065a386fca75cc292d2a1274357b780bf8f8065784b"
    },
    {
      "key": "loops-schedules-and-heuristics.v0.1.0.spec.schedules-bandit-and-seven-tier-cascade",
      "category_id": "noun.benchmark_suite",
      "role": "spec",
      "value_sha256": "459f31cca467453d27f2ff11274f92da1a646bb62434b62df4dd4f34d53b7a48"
    },
    {
      "key": "loops-schedules-and-heuristics.v0.1.0.rules.six-swappable-learners",
      "category_id": "noun.reflex_procedure",
      "role": "rules",
      "value_sha256": "68eb710ed5cff1caf02fcd050cdf1f920523f5554510e3ac27c692d4645a941b"
    },
    {
      "key": "loops-schedules-and-heuristics.v0.1.0.tool.loops-schedules",
      "category_id": "noun.code_node",
      "role": "tool_card",
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    {
      "key": "loops-schedules-and-heuristics.v0.1.0.template.loops-schedules-receipt",
      "category_id": "noun.scene_recipe",
      "role": "template",
      "value_sha256": "393ff88801e02fe7494e8cde283130714f50e2f71931c791890c69e0a6c9e555"
    },
    {
      "key": "loops-schedules-and-heuristics.v0.1.0.example.loops-schedules-bundle",
      "category_id": "noun.eval_run",
      "role": "example",
      "value_sha256": "b65d94d1f16412444589456a2d2d9d3126399a7ce47b70eb98f7fc09e45c4238"
    },
    {
      "key": "loops-schedules-and-heuristics.v0.1.0.example.loops-schedules-receipt",
      "category_id": "noun.eval_run",
      "role": "example",
      "value_sha256": "44af09fd5b3cabeadfd4a666c306bd404d8713cdaa23ea2c4bbf06923c471c4c"
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  "verbs": [
    {
      "template_id": "loops-schedules-and-heuristics.compile-inert-schedule-and-aimd-pacing",
      "kind": "verb.recheck_fragility",
      "claimant": "agent",
      "idempotency_key": "seedpack:loops-schedules-and-heuristics:compile-inert-schedule-and-aimd-pacing:84176944456dc176111d297415b83e5999d6ad604b2e73934383382f6af88672",
      "report_shape_sha256": "2d8850beb37684c58bb6b499e0d145d238dd310527ed956eaff1a7b9f1a219c7"
    },
    {
      "template_id": "loops-schedules-and-heuristics.step-bandit-anti-stall-and-compute-cascade",
      "kind": "verb.situate",
      "claimant": "agent",
      "idempotency_key": "seedpack:loops-schedules-and-heuristics:step-bandit-anti-stall-and-compute-cascade:09dff17c55d62ed35b6939e74951ec192aa37621eb52c7270adef7b5c61f69ea",
      "report_shape_sha256": "2b1641ba30d2261fec4934f5587de2643b025a878e3c65012317f371befc774f"
    },
    {
      "template_id": "loops-schedules-and-heuristics.evaluate-swappable-learner-advisors",
      "kind": "verb.verify_gate",
      "claimant": "agent",
      "idempotency_key": "seedpack:loops-schedules-and-heuristics:evaluate-swappable-learner-advisors:452ed5e5ffbe76466fa5997423ed230d602108cf2108b6ab2193bff5a95ebf18",
      "report_shape_sha256": "eeddeb228b1ff1f470ed039618395352c7c6cf3dfa696743db85a7647dd7b8ad"
    }
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  "code": {
    "path": "packs/loops-schedules-and-heuristics/code",
    "files": 13,
    "sha256": "155a179dd3ea0fa1da7ed083314dd4c656c938ffc692df374d4139da7af4c244",
    "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": "configuration-grids-and-bounds",
      "keys": []
    },
    {
      "pack_id": "freshness-checks",
      "keys": []
    },
    {
      "pack_id": "partner-compute-cascade",
      "keys": []
    },
    {
      "pack_id": "cost-optimization",
      "keys": []
    },
    {
      "pack_id": "decomposition-patterns",
      "keys": []
    }
  ],
  "boundaries": [
    "Schedule nouns remain strictly inert data (auto_enqueued false) and never start competing background daemons.",
    "Due-window checks perform zero storage I/O outside the active due window or past stop_at deadlines.",
    "Swappable learners emit advice_only recommendations with keep_baseline_valid true and block contributor-restricted training traces.",
    "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."
  }
}