{ "format": "ta-amps.seed-pack.proposal.v1", "status": "proposal_only", "pack_id": "coconut-latent-and-thought-budget-routing", "title": "Coconut latent and thought budget routing", "version": "0.1.0", "summary": "A collection of nouns and verbs for routing reasoning tasks across four compute regimes, compressing verbose multi-turn traces into continuous latent state plus invariant checkpoints and halting repetitive overthinking cycles.", "license": "MIT", "store": "seedpack.coconut-latent-and-thought-budget-routing", "queue_placeholder": "conformance-seed-packs", "files": [ { "path": "README.md", "sha256": "36611b8fe56fc6683d1d88d7f03d850cc4256fe6115b673e8fd82a26c141139e" }, { "path": "source.json", "sha256": "bdd5306b7a79e667ed61ec15be0453cc4b1758428c76e74fe2a6f09053450c9f" }, { "path": "nouns.json", "sha256": "fd245fc6b3c92c43ffdf15ba715d4b28e68849f1e8a4f4615a377a854dd0fe6f" }, { "path": "verbs.json", "sha256": "96eee6300a158280bfa1c1d7ef05a2bc3fe2bb8451fbf9e987e1d74acd47c0b2" } ], "nouns": [ { "key": "coconut-latent-and-thought-budget-routing.v0.1.0.pack", "category_id": "noun.skill_pack", "role": "pack", "value_sha256": "904628f6cd566854e0b80071205f6b2d7550253f75fbba80194d873a9788cac3" }, { "key": "coconut-latent-and-thought-budget-routing.v0.1.0.guardrail.lossless-invariant-and-digest-checkpointing", "category_id": "noun.skill_pack", "role": "guardrail", "value_sha256": "086d34ee83887273b98bc711f0bdcb7dc65a35f5bd2ba9944c7d7acd593da396" }, { "key": "coconut-latent-and-thought-budget-routing.v0.1.0.guardrail.grid-clamped-thought-budget-and-loop-halt", "category_id": "noun.skill_pack", "role": "guardrail", "value_sha256": "4ad7ef9c70acabd54434c0afc9c65bac2a1c917e21f8baa8b47b15513d2da997" }, { "key": "coconut-latent-and-thought-budget-routing.v0.1.0.spec.coconut-latent-and-budget-grid", "category_id": "noun.benchmark_suite", "role": "spec", "value_sha256": "33dc3793d0927162c8fd6efd2304181f2e08afefc47857f15467237bb7677807" }, { "key": "coconut-latent-and-thought-budget-routing.v0.1.0.rules.regime-routing-and-stagnation-halt", "category_id": "noun.reflex_procedure", "role": "rules", "value_sha256": "85c8e5ddc606adc702882116a4061e232d99b523d04a16b8743276f06c575114" }, { "key": "coconut-latent-and-thought-budget-routing.v0.1.0.tool.thought-budget-routing", "category_id": "noun.code_node", "role": "tool_card", "value_sha256": "140a0e108985de884768c6642c5230c7850c1d254f2a3fe18c5fe5fe399159c6" }, { "key": "coconut-latent-and-thought-budget-routing.v0.1.0.template.thought-budget-routing-receipt", "category_id": "noun.scene_recipe", "role": "template", "value_sha256": "11f1897bbae91dc3562c3c9bc7a9204967dd0c72d01d95daf38960f39197d59c" }, { "key": "coconut-latent-and-thought-budget-routing.v0.1.0.example.thought-budget-routing-bundle", "category_id": "noun.eval_run", "role": "example", "value_sha256": "448cff45ea945462e411fe4d8bda7ec13cbef7a6ab232709205ab02996ce8a88" }, { "key": "coconut-latent-and-thought-budget-routing.v0.1.0.example.thought-budget-routing-receipt", "category_id": "noun.eval_run", "role": "example", "value_sha256": "66fc3ebc524d7fd71d346805eb08a1e96a0e02b55b53abb04fdbae53e3836f57" } ], "verbs": [ { "template_id": "coconut-latent-and-thought-budget-routing.route-adaptive-reasoning-budget", "kind": "verb.compile_dag", "claimant": "agent", "idempotency_key": "seedpack:coconut-latent-and-thought-budget-routing:route-adaptive-reasoning-budget:e97a6e02800c949ea1abf1d7d783073dde46402926df3625fb4f69d61916394a", "report_shape_sha256": "fcc5d8b8e233bb7f9de07a60091da92994f8374d42d4cc95e659812d3cb7174a" }, { "template_id": "coconut-latent-and-thought-budget-routing.compress-latent-checkpoint-and-detect-loops", "kind": "verb.distill_reflex", "claimant": "agent", "idempotency_key": "seedpack:coconut-latent-and-thought-budget-routing:compress-latent-checkpoint-and-detect-loops:dc06c5c9a4a9dd44401fd95dfd5fed67233c9f720a3500fcf8d4adc48cdde0dc", "report_shape_sha256": "1d0b388b6f376835b53c8df6d9a0edb93ebc34445083c29ee266d874f3ae09df" }, { "template_id": "coconut-latent-and-thought-budget-routing.verify-invariant-recall-and-ast-gate", "kind": "verb.verify_gate", "claimant": "agent", "idempotency_key": "seedpack:coconut-latent-and-thought-budget-routing:verify-invariant-recall-and-ast-gate:6e480befde03c0ba2de1cc08635e177294bccc040d0f5137be3c630be787b3c8", "report_shape_sha256": "28beca1dd34142c9f5f766857e299a5b38fc5d9c9d2f1bd402bfbe394fb96233" } ], "code": { "path": "packs/coconut-latent-and-thought-budget-routing/code", "files": 12, "sha256": "849c783c0d5ceb67347382ccc5b769bdc15032a91a981a1d57cce51bb9640aec", "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": "cost-optimization", "keys": [] }, { "pack_id": "wiring-and-conformance-checks", "keys": [] } ], "boundaries": [ "AdaptiveReasoningBudgetRouter maps task complexity, Shannon ambiguity entropy and token or latency caps across zero_step_direct, fast_sketch, compressed_state_checkpoint and full_deliberative_verify.", "LatentStateSketchCompressor preserves binding constraints, open obligations and 64-character SHA-256 digests while compressing verbose reasoning traces by more than 3x alongside normalized continuous latent state vectors.", "OverthinkingLoopDetector halts cyclic paraphrase steps when latent-vector cosine or shingle overlap exceeds grid thresholds with zero new invariants.", "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." } }