{"format": "ta-amps.seed-pack.verbs.v1", "pack_id": "lora-memory-and-shimming", "status": "proposal_only", "tasks": [
{"queue": "conformance-seed-packs", "kind": "verb.situate", "effect_class": "write-internal", "priority": 50, "idempotency_key": "seedpack:lora-memory-and-shimming:route-shim-or-lora:1333f02d0ab9b31cfc92c301d97d6d5488acbe64805e44c9f4febf07dcc8e8e2", "depends_on": [], "producer_surface": "surface:tessera", "visibility_scope": "surface_only", "allowed_surfaces": [], "target_cohorts": ["all"], "tags": ["category:verb.situate", "pack:lora-memory-and-shimming", "template:route-shim-or-lora", "claimant:agent", "status:quarantined"], "brief": {"category_id": "verb.situate", "contract": "ta-amps.seed-verb-template.v1", "pack": "lora-memory-and-shimming", "pack_version": "0.1.0", "template_id": "lora-memory-and-shimming.route-shim-or-lora", "title": "Choose prompt/context shimming, LoRA weight update or hybrid routing", "plain_summary": "Compare knowledge churn half-life, daily query volume, context shim token overhead and instant-revocation needs against LoRA training cost to choose the right adaptation mechanism.", "outcome": "Selected strategy, horizon token amortization and breakeven query count.", "claimant": "agent", "inputs": {"pinned": [{"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.spec.routing-and-gates", "version": 1, "value_sha256": "23d080f53581d51e6d0a2ba96ed7392fdbbd6baf70a8f6fe69702a1c4758481b"}, {"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.tool.lora-memory", "version": 1, "value_sha256": "1f2166f13c5acaf8486ab6bde170e9879ee2b02639babc06d0d3adcb91ac667a"}, {"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.guardrail.shim-volatile-facts", "version": 1, "value_sha256": "590ece3a302aec2d1624de4e92efac15ccfb762a8df1bf3efce4f45b5176207b"}], "slots": {"routing_spec": null}, "params": {"output_store": "seedpack.lora-memory-and-shimming.outputs"}}, "slot_specs": {"routing_spec": {"category": "noun.shim_provision", "required": true, "many": false, "description": "Pin of churn, volume and token budget parameters."}}, "param_specs": {"output_store": {"description": "Store for the produced nouns. The default is a placeholder; use the store your owner assigned.", "schema": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "required": true, "default": "seedpack.lora-memory-and-shimming.outputs"}}, "input_schema": {"type": "object", "additionalProperties": false, "required": ["pinned", "slots", "params"], "properties": {"pinned": {"type": "array", "minItems": 3, "maxItems": 3, "items": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}, "slots": {"type": "object", "additionalProperties": false, "required": ["routing_spec"], "properties": {"routing_spec": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}}, "params": {"type": "object", "additionalProperties": false, "required": ["output_store"], "properties": {"output_store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}}}}}, "output_contract": {"visibility_scope": "surface_only", "allowed_surfaces": [], "write_mode": "create_only", "store_param": "output_store", "key_rule": "lora-memory-and-shimming.<role>.<task_id>[.<n>]", "expected_version": 0, "produces": [{"name": "routing_decision", "template": {"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.template.gate-decision", "version": 1, "value_sha256": "9a36c1acdff4e88504b55670f07586744b1f364d1b3c7702ec0ef5029e326bfb"}, "max": 1}], "delivery": "Write produced nouns surface_only under your own authenticated surface, which is the requester's assigned surface, so the requester and that surface's reviewers can read them. Never use public_commons or allowlist other surfaces. Return every produced noun's pin in output.artifacts; add its value when the requester asks for inline delivery."}, "output_schema": {"type": "object", "additionalProperties": false, "required": ["outcome", "summary", "artifacts", "checks", "unknowns"], "properties": {"outcome": {"type": "string", "enum": ["adaptation_strategy_routed", "no_change", "unknown", "blocked"]}, "summary": {"type": "string", "minLength": 1, "maxLength": 1200}, "artifacts": {"type": "array", "maxItems": 1, "items": {"type": "object", "additionalProperties": false, "required": ["role", "ref"], "properties": {"role": {"type": "string", "minLength": 1, "maxLength": 64}, "ref": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}, "value": {"type": "object"}}}}, "checks": {"type": "array", "maxItems": 64, "items": {"type": "object", "additionalProperties": false, "required": ["id", "result"], "properties": {"id": {"type": "string", "minLength": 1, "maxLength": 80}, "result": {"type": "string", "enum": ["pass", "fail", "not_run"]}, "evidence": {"type": "string", "maxLength": 2000}}}}, "unknowns": {"type": "array", "maxItems": 32, "items": {"type": "object", "additionalProperties": false, "required": ["item", "reason"], "properties": {"item": {"type": "string", "minLength": 1, "maxLength": 300}, "reason": {"type": "string", "minLength": 1, "maxLength": 1000}, "would_resolve": {"type": "string", "maxLength": 1000}}}}, "no_change_reason": {"type": "string", "minLength": 1, "maxLength": 2000}, "blocked_question": {"type": "string", "minLength": 1, "maxLength": 1000}, "proposed_verbs": {"type": "array", "maxItems": 10, "items": {"type": "object", "additionalProperties": false, "required": ["kind", "title", "outcome", "why", "priority"], "properties": {"kind": {"type": "string", "pattern": "^verb\\.[a-z_]+$"}, "template_id": {"type": "string", "minLength": 1, "maxLength": 160}, "title": {"type": "string", "minLength": 1, "maxLength": 160}, "outcome": {"type": "string", "minLength": 1, "maxLength": 600}, "why": {"type": "string", "minLength": 1, "maxLength": 600}, "input_pins": {"type": "array", "maxItems": 16, "items": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}, "priority": {"type": "integer", "minimum": 1, "maximum": 3}}}}, "proposed_nouns": {"type": "array", "maxItems": 10, "items": {"type": "object", "additionalProperties": false, "required": ["category", "role", "title", "why"], "properties": {"category": {"type": "string", "pattern": "^noun\\.[a-z_]+$"}, "role": {"type": "string", "minLength": 1, "maxLength": 64}, "title": {"type": "string", "minLength": 1, "maxLength": 160}, "why": {"type": "string", "minLength": 1, "maxLength": 600}}}}, "run_notes": {"type": "object", "additionalProperties": false, "properties": {"went_right": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "went_wrong": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "next_steps": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "ideas": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}}}}}, "permitted_outcomes": ["adaptation_strategy_routed", "no_change", "unknown", "blocked"], "outcome_meanings": {"adaptation_strategy_routed": "The declared nouns were produced and every deterministic acceptance check passed.", "no_change": "The evidence does not justify producing or changing anything. Say why.", "unknown": "The question could not be answered with the permitted inputs. List what is missing and what would resolve it.", "blocked": "A required input, permission or capability is missing. Ask one precise question."}, "outcome_requirements": {"adaptation_strategy_routed": ["artifacts"], "no_change": ["no_change_reason"], "unknown": ["unknowns"], "blocked": ["blocked_question"]}, "acceptance_checks": [{"id": "routing-recomputed", "check": "route_adaptation_strategy reproduces selected_strategy and breakeven_queries.", "method": "deterministic"}], "creates": {"nouns": "The worker writes the nouns listed in output_contract.produces and returns their pins.", "verbs": "The worker proposes follow-up verbs in output.proposed_verbs, such as a breakdown into smaller verbs or a research follow-up, with the pins they need. Proposals are never enqueued by the worker; an authorized requester enqueues the ones worth doing."}, "guidance": {"required": ["Run python -m lora_memory route on the workload and churn parameters.", "Record selected_strategy, breakeven_queries and rationale.", "Return follow-up work the results justify as proposed_verbs and nouns worth creating later as proposed_nouns. Never enqueue them yourself; an authorized requester decides which to run."], "preferred": [], "suggested": [], "discovery_requested": false}, "required_capabilities": ["read permitted noun versions", "write candidate nouns in the requester's scope"], "bounds": {"max_attempts": 2, "max_elapsed_seconds": 1800}, "execution": {"reasoning": "deterministic_tools", "model_use": "none", "inference_allowance": "Existing authorized worker allowance only. This template grants no provider credit, spending authority or server inference.", "server_fallback": false, "maximum_automatically_enqueued_children": 0, "network": {"mode": "none", "detail": "No network access."}, "external_effects": "none"}, "review": {"required": "owning_policy", "self_approval_permitted": false, "publication_permitted": false, "admission_permitted": false}, "instantiation": {"status": "template", "fill_before_enqueue": ["routing_spec"], "rule": "Replace each slot with exact NounRef pins, set the params, then recompute the idempotency key with scripts/build_packs.py --instantiate. Enqueue only with your own grants in a queue your owner assigned."}, "execution_report": {"optional": true, "purpose": "Lets later runs of this template be fingerprinted and compared. It is worker reported, not proof.", "template": {"version": 1, "harness": {"name": "replace-with-harness-name", "version": "replace-with-exact-version"}, "model": {"provider": "replace-with-provider-or-none", "name": "replace-with-exact-model-or-none"}, "summaries": {"problem": "One sentence: what this run was asked to resolve.", "input": "One sentence: which pinned inputs were read.", "solution": "One sentence: what was produced or why the outcome was no_change, unknown or blocked."}, "contract": {"input_schema": {"type": "object", "additionalProperties": false, "required": ["pinned", "slots", "params"], "properties": {"pinned": {"type": "array", "minItems": 3, "maxItems": 3, "items": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}, "slots": {"type": "object", "additionalProperties": false, "required": ["routing_spec"], "properties": {"routing_spec": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}}, "params": {"type": "object", "additionalProperties": false, "required": ["output_store"], "properties": {"output_store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}}}}}, "output_schema": {"type": "object", "additionalProperties": false, "required": ["outcome", "summary", "artifacts", "checks", "unknowns"], "properties": {"outcome": {"type": "string", "enum": ["adaptation_strategy_routed", "no_change", "unknown", "blocked"]}, "summary": {"type": "string", "minLength": 1, "maxLength": 1200}, "artifacts": {"type": "array", "maxItems": 1, "items": {"type": "object", "additionalProperties": false, "required": ["role", "ref"], "properties": {"role": {"type": "string", "minLength": 1, "maxLength": 64}, "ref": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}, "value": {"type": "object"}}}}, "checks": {"type": "array", "maxItems": 64, "items": {"type": "object", "additionalProperties": false, "required": ["id", "result"], "properties": {"id": {"type": "string", "minLength": 1, "maxLength": 80}, "result": {"type": "string", "enum": ["pass", "fail", "not_run"]}, "evidence": {"type": "string", "maxLength": 2000}}}}, "unknowns": {"type": "array", "maxItems": 32, "items": {"type": "object", "additionalProperties": false, "required": ["item", "reason"], "properties": {"item": {"type": "string", "minLength": 1, "maxLength": 300}, "reason": {"type": "string", "minLength": 1, "maxLength": 1000}, "would_resolve": {"type": "string", "maxLength": 1000}}}}, "no_change_reason": {"type": "string", "minLength": 1, "maxLength": 2000}, "blocked_question": {"type": "string", "minLength": 1, "maxLength": 1000}, "proposed_verbs": {"type": "array", "maxItems": 10, "items": {"type": "object", "additionalProperties": false, "required": ["kind", "title", "outcome", "why", "priority"], "properties": {"kind": {"type": "string", "pattern": "^verb\\.[a-z_]+$"}, "template_id": {"type": "string", "minLength": 1, "maxLength": 160}, "title": {"type": "string", "minLength": 1, "maxLength": 160}, "outcome": {"type": "string", "minLength": 1, "maxLength": 600}, "why": {"type": "string", "minLength": 1, "maxLength": 600}, "input_pins": {"type": "array", "maxItems": 16, "items": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}, "priority": {"type": "integer", "minimum": 1, "maximum": 3}}}}, "proposed_nouns": {"type": "array", "maxItems": 10, "items": {"type": "object", "additionalProperties": false, "required": ["category", "role", "title", "why"], "properties": {"category": {"type": "string", "pattern": "^noun\\.[a-z_]+$"}, "role": {"type": "string", "minLength": 1, "maxLength": 64}, "title": {"type": "string", "minLength": 1, "maxLength": 160}, "why": {"type": "string", "minLength": 1, "maxLength": 600}}}}, "run_notes": {"type": "object", "additionalProperties": false, "properties": {"went_right": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "went_wrong": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "next_steps": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "ideas": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}}}}}}, "blocks": [{"kind": "error", "text": ""}], "artifact_refs": [], "usage": {"source": "harness_metadata", "input_tokens": null, "output_tokens": null, "reason": "Template only. Replace with measured counters or keep null with a reason."}}, "fill_rules": ["Copy contract.input_schema and contract.output_schema unchanged, so every run of this template shares one shape fingerprint.", "Add context_hash, environment_hash and toolchain_hash as lowercase SHA-256 digests when known; all five contract fields together allow exact matching.", "Name the exact harness version, provider and model. Deterministic or human work records the model name as none.", "Put what went wrong in an error block and in output.run_notes.went_wrong. The version-1 report has no fields for what went right, next steps or ideas, so those go in output.run_notes.", "Leave token counts null with a reason unless the harness or provider measured them."], "run_notes_field": "output.run_notes", "shape_sha256": "86cd9ebbe3e65748be934d95262868aa40c60ca0ec91e2bc32bc5fbd73bea5bb"}, "dimensions": {"determinism": 0.0, "evidence_grounding": 0.0, "token_efficiency": 0.0, "safety_compliance": 0.0, "verification_tier": "unverified"}, "dimension_basis": {"measured": false, "method": "unmeasured_floor", "reason": "Tessera requires these axes, so each is set to its lowest value and the tier is unverified. No quality is claimed. Replace them only with measured values and the evidence that produced them."}, "relations": [{"relation": "requires_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.spec.routing-and-gates", "target_category": "noun.benchmark_suite", "note": ""}, {"relation": "requires_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.tool.lora-memory", "target_category": "noun.code_node", "note": ""}, {"relation": "requires_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.guardrail.shim-volatile-facts", "target_category": "noun.skill_pack", "note": ""}, {"relation": "produces_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.template.gate-decision", "target_category": "noun.scene_recipe", "note": "output routing_decision"}]}},
{"queue": "conformance-seed-packs", "kind": "verb.distill_reflex", "effect_class": "write-internal", "priority": 50, "idempotency_key": "seedpack:lora-memory-and-shimming:compile-lora-pairs:a310ff03788dfac114930da330ee1e89f316f23fe79691f81215f029ab807992", "depends_on": [], "producer_surface": "surface:tessera", "visibility_scope": "surface_only", "allowed_surfaces": [], "target_cohorts": ["all"], "tags": ["category:verb.distill_reflex", "pack:lora-memory-and-shimming", "template:compile-lora-pairs", "claimant:agent", "status:quarantined"], "brief": {"category_id": "verb.distill_reflex", "contract": "ta-amps.seed-verb-template.v1", "pack": "lora-memory-and-shimming", "pack_version": "0.1.0", "template_id": "lora-memory-and-shimming.compile-lora-pairs", "title": "Compile verified post-cutoff Task Objects into leakage-checked LoRA pairs", "plain_summary": "Generate direct-fact, supersession-guard and scope-abstention SFT pairs from pinned post-cutoff Task Objects and verify 4-gram Jaccard disjointness against pre-registered holdouts.", "outcome": "Compiled SFT pairs and holdout disjointness audit.", "claimant": "agent", "inputs": {"pinned": [{"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.rules.pair-compilation", "version": 1, "value_sha256": "62724f07aaabb37cb4c0f391cfcd0f4c45aac403d4350646217486150c720c3b"}, {"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.tool.lora-memory", "version": 1, "value_sha256": "1f2166f13c5acaf8486ab6bde170e9879ee2b02639babc06d0d3adcb91ac667a"}, {"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.guardrail.holdout-ngram-disjointness", "version": 1, "value_sha256": "3f0107df257adb941bd7f689c7f0837d1bdbedd9cba388abcbc16a737cba733e"}], "slots": {"post_cutoff_bundle": null}, "params": {"output_store": "seedpack.lora-memory-and-shimming.outputs"}}, "slot_specs": {"post_cutoff_bundle": {"category": "noun.public_source", "required": true, "many": false, "description": "Pin of verified post-cutoff Task Objects and holdout prompt list."}}, "param_specs": {"output_store": {"description": "Store for the produced nouns. The default is a placeholder; use the store your owner assigned.", "schema": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "required": true, "default": "seedpack.lora-memory-and-shimming.outputs"}}, "input_schema": {"type": "object", "additionalProperties": false, "required": ["pinned", "slots", "params"], "properties": {"pinned": {"type": "array", "minItems": 3, "maxItems": 3, "items": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}, "slots": {"type": "object", "additionalProperties": false, "required": ["post_cutoff_bundle"], "properties": {"post_cutoff_bundle": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}}, "params": {"type": "object", "additionalProperties": false, "required": ["output_store"], "properties": {"output_store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}}}}}, "output_contract": {"visibility_scope": "surface_only", "allowed_surfaces": [], "write_mode": "create_only", "store_param": "output_store", "key_rule": "lora-memory-and-shimming.<role>.<task_id>[.<n>]", "expected_version": 0, "produces": [{"name": "compiled_pairs", "template": {"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.template.gate-decision", "version": 1, "value_sha256": "9a36c1acdff4e88504b55670f07586744b1f364d1b3c7702ec0ef5029e326bfb"}, "max": 1}], "delivery": "Write produced nouns surface_only under your own authenticated surface, which is the requester's assigned surface, so the requester and that surface's reviewers can read them. Never use public_commons or allowlist other surfaces. Return every produced noun's pin in output.artifacts; add its value when the requester asks for inline delivery."}, "output_schema": {"type": "object", "additionalProperties": false, "required": ["outcome", "summary", "artifacts", "checks", "unknowns"], "properties": {"outcome": {"type": "string", "enum": ["lora_pairs_compiled", "no_change", "unknown", "blocked"]}, "summary": {"type": "string", "minLength": 1, "maxLength": 1200}, "artifacts": {"type": "array", "maxItems": 1, "items": {"type": "object", "additionalProperties": false, "required": ["role", "ref"], "properties": {"role": {"type": "string", "minLength": 1, "maxLength": 64}, "ref": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}, "value": {"type": "object"}}}}, "checks": {"type": "array", "maxItems": 64, "items": {"type": "object", "additionalProperties": false, "required": ["id", "result"], "properties": {"id": {"type": "string", "minLength": 1, "maxLength": 80}, "result": {"type": "string", "enum": ["pass", "fail", "not_run"]}, "evidence": {"type": "string", "maxLength": 2000}}}}, "unknowns": {"type": "array", "maxItems": 32, "items": {"type": "object", "additionalProperties": false, "required": ["item", "reason"], "properties": {"item": {"type": "string", "minLength": 1, "maxLength": 300}, "reason": {"type": "string", "minLength": 1, "maxLength": 1000}, "would_resolve": {"type": "string", "maxLength": 1000}}}}, "no_change_reason": {"type": "string", "minLength": 1, "maxLength": 2000}, "blocked_question": {"type": "string", "minLength": 1, "maxLength": 1000}, "proposed_verbs": {"type": "array", "maxItems": 10, "items": {"type": "object", "additionalProperties": false, "required": ["kind", "title", "outcome", "why", "priority"], "properties": {"kind": {"type": "string", "pattern": "^verb\\.[a-z_]+$"}, "template_id": {"type": "string", "minLength": 1, "maxLength": 160}, "title": {"type": "string", "minLength": 1, "maxLength": 160}, "outcome": {"type": "string", "minLength": 1, "maxLength": 600}, "why": {"type": "string", "minLength": 1, "maxLength": 600}, "input_pins": {"type": "array", "maxItems": 16, "items": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}, "priority": {"type": "integer", "minimum": 1, "maximum": 3}}}}, "proposed_nouns": {"type": "array", "maxItems": 10, "items": {"type": "object", "additionalProperties": false, "required": ["category", "role", "title", "why"], "properties": {"category": {"type": "string", "pattern": "^noun\\.[a-z_]+$"}, "role": {"type": "string", "minLength": 1, "maxLength": 64}, "title": {"type": "string", "minLength": 1, "maxLength": 160}, "why": {"type": "string", "minLength": 1, "maxLength": 600}}}}, "run_notes": {"type": "object", "additionalProperties": false, "properties": {"went_right": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "went_wrong": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "next_steps": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "ideas": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}}}}}, "permitted_outcomes": ["lora_pairs_compiled", "no_change", "unknown", "blocked"], "outcome_meanings": {"lora_pairs_compiled": "The declared nouns were produced and every deterministic acceptance check passed.", "no_change": "The evidence does not justify producing or changing anything. Say why.", "unknown": "The question could not be answered with the permitted inputs. List what is missing and what would resolve it.", "blocked": "A required input, permission or capability is missing. Ask one precise question."}, "outcome_requirements": {"lora_pairs_compiled": ["artifacts"], "no_change": ["no_change_reason"], "unknown": ["unknowns"], "blocked": ["blocked_question"]}, "acceptance_checks": [{"id": "zero-holdout-leakage", "check": "check_holdout_disjointness returns disjoint == true with max_observed_jaccard <= 0.35.", "method": "deterministic"}], "creates": {"nouns": "The worker writes the nouns listed in output_contract.produces and returns their pins.", "verbs": "The worker proposes follow-up verbs in output.proposed_verbs, such as a breakdown into smaller verbs or a research follow-up, with the pins they need. Proposals are never enqueued by the worker; an authorized requester enqueues the ones worth doing."}, "guidance": {"required": ["Compile direct, supersession and abstention pairs with compile_post_cutoff_pairs.", "Verify disjoint == true via check_holdout_disjointness before allowing training.", "Return follow-up work the results justify as proposed_verbs and nouns worth creating later as proposed_nouns. Never enqueue them yourself; an authorized requester decides which to run."], "preferred": [], "suggested": [], "discovery_requested": false}, "required_capabilities": ["read permitted noun versions", "write candidate nouns in the requester's scope"], "bounds": {"max_attempts": 2, "max_elapsed_seconds": 1800}, "execution": {"reasoning": "deterministic_tools", "model_use": "none", "inference_allowance": "Existing authorized worker allowance only. This template grants no provider credit, spending authority or server inference.", "server_fallback": false, "maximum_automatically_enqueued_children": 0, "network": {"mode": "none", "detail": "No network access."}, "external_effects": "none"}, "review": {"required": "owning_policy", "self_approval_permitted": false, "publication_permitted": false, "admission_permitted": false}, "instantiation": {"status": "template", "fill_before_enqueue": ["post_cutoff_bundle"], "rule": "Replace each slot with exact NounRef pins, set the params, then recompute the idempotency key with scripts/build_packs.py --instantiate. Enqueue only with your own grants in a queue your owner assigned."}, "execution_report": {"optional": true, "purpose": "Lets later runs of this template be fingerprinted and compared. It is worker reported, not proof.", "template": {"version": 1, "harness": {"name": "replace-with-harness-name", "version": "replace-with-exact-version"}, "model": {"provider": "replace-with-provider-or-none", "name": "replace-with-exact-model-or-none"}, "summaries": {"problem": "One sentence: what this run was asked to resolve.", "input": "One sentence: which pinned inputs were read.", "solution": "One sentence: what was produced or why the outcome was no_change, unknown or blocked."}, "contract": {"input_schema": {"type": "object", "additionalProperties": false, "required": ["pinned", "slots", "params"], "properties": {"pinned": {"type": "array", "minItems": 3, "maxItems": 3, "items": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}, "slots": {"type": "object", "additionalProperties": false, "required": ["post_cutoff_bundle"], "properties": {"post_cutoff_bundle": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}}, "params": {"type": "object", "additionalProperties": false, "required": ["output_store"], "properties": {"output_store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}}}}}, "output_schema": {"type": "object", "additionalProperties": false, "required": ["outcome", "summary", "artifacts", "checks", "unknowns"], "properties": {"outcome": {"type": "string", "enum": ["lora_pairs_compiled", "no_change", "unknown", "blocked"]}, "summary": {"type": "string", "minLength": 1, "maxLength": 1200}, "artifacts": {"type": "array", "maxItems": 1, "items": {"type": "object", "additionalProperties": false, "required": ["role", "ref"], "properties": {"role": {"type": "string", "minLength": 1, "maxLength": 64}, "ref": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}, "value": {"type": "object"}}}}, "checks": {"type": "array", "maxItems": 64, "items": {"type": "object", "additionalProperties": false, "required": ["id", "result"], "properties": {"id": {"type": "string", "minLength": 1, "maxLength": 80}, "result": {"type": "string", "enum": ["pass", "fail", "not_run"]}, "evidence": {"type": "string", "maxLength": 2000}}}}, "unknowns": {"type": "array", "maxItems": 32, "items": {"type": "object", "additionalProperties": false, "required": ["item", "reason"], "properties": {"item": {"type": "string", "minLength": 1, "maxLength": 300}, "reason": {"type": "string", "minLength": 1, "maxLength": 1000}, "would_resolve": {"type": "string", "maxLength": 1000}}}}, "no_change_reason": {"type": "string", "minLength": 1, "maxLength": 2000}, "blocked_question": {"type": "string", "minLength": 1, "maxLength": 1000}, "proposed_verbs": {"type": "array", "maxItems": 10, "items": {"type": "object", "additionalProperties": false, "required": ["kind", "title", "outcome", "why", "priority"], "properties": {"kind": {"type": "string", "pattern": "^verb\\.[a-z_]+$"}, "template_id": {"type": "string", "minLength": 1, "maxLength": 160}, "title": {"type": "string", "minLength": 1, "maxLength": 160}, "outcome": {"type": "string", "minLength": 1, "maxLength": 600}, "why": {"type": "string", "minLength": 1, "maxLength": 600}, "input_pins": {"type": "array", "maxItems": 16, "items": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}, "priority": {"type": "integer", "minimum": 1, "maximum": 3}}}}, "proposed_nouns": {"type": "array", "maxItems": 10, "items": {"type": "object", "additionalProperties": false, "required": ["category", "role", "title", "why"], "properties": {"category": {"type": "string", "pattern": "^noun\\.[a-z_]+$"}, "role": {"type": "string", "minLength": 1, "maxLength": 64}, "title": {"type": "string", "minLength": 1, "maxLength": 160}, "why": {"type": "string", "minLength": 1, "maxLength": 600}}}}, "run_notes": {"type": "object", "additionalProperties": false, "properties": {"went_right": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "went_wrong": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "next_steps": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "ideas": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}}}}}}, "blocks": [{"kind": "error", "text": ""}], "artifact_refs": [], "usage": {"source": "harness_metadata", "input_tokens": null, "output_tokens": null, "reason": "Template only. Replace with measured counters or keep null with a reason."}}, "fill_rules": ["Copy contract.input_schema and contract.output_schema unchanged, so every run of this template shares one shape fingerprint.", "Add context_hash, environment_hash and toolchain_hash as lowercase SHA-256 digests when known; all five contract fields together allow exact matching.", "Name the exact harness version, provider and model. Deterministic or human work records the model name as none.", "Put what went wrong in an error block and in output.run_notes.went_wrong. The version-1 report has no fields for what went right, next steps or ideas, so those go in output.run_notes.", "Leave token counts null with a reason unless the harness or provider measured them."], "run_notes_field": "output.run_notes", "shape_sha256": "9fdbd0fa73c3a2d95107b6f22c8a59533681c911a9ce26a3a26b44cfc784facf"}, "dimensions": {"determinism": 0.0, "evidence_grounding": 0.0, "token_efficiency": 0.0, "safety_compliance": 0.0, "verification_tier": "unverified"}, "dimension_basis": {"measured": false, "method": "unmeasured_floor", "reason": "Tessera requires these axes, so each is set to its lowest value and the tier is unverified. No quality is claimed. Replace them only with measured values and the evidence that produced them."}, "relations": [{"relation": "requires_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.rules.pair-compilation", "target_category": "noun.reflex_procedure", "note": ""}, {"relation": "requires_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.tool.lora-memory", "target_category": "noun.code_node", "note": ""}, {"relation": "requires_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.guardrail.holdout-ngram-disjointness", "target_category": "noun.skill_pack", "note": ""}, {"relation": "produces_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.template.gate-decision", "target_category": "noun.scene_recipe", "note": "output compiled_pairs"}], "follows_templates": ["lora-memory-and-shimming.route-shim-or-lora"]}},
{"queue": "conformance-seed-packs", "kind": "verb.verify_gate", "effect_class": "write-internal", "priority": 50, "idempotency_key": "seedpack:lora-memory-and-shimming:evaluate-bootstrap-gate:88c081483e5ebf86adfe955f9b1515ae803b068bfde09fbeef1e5e190305ed43", "depends_on": [], "producer_surface": "surface:tessera", "visibility_scope": "surface_only", "allowed_surfaces": [], "target_cohorts": ["all"], "tags": ["category:verb.verify_gate", "pack:lora-memory-and-shimming", "template:evaluate-bootstrap-gate", "claimant:agent", "status:quarantined"], "brief": {"category_id": "verb.verify_gate", "contract": "ta-amps.seed-verb-template.v1", "pack": "lora-memory-and-shimming", "pack_version": "0.1.0", "template_id": "lora-memory-and-shimming.evaluate-bootstrap-gate", "title": "Evaluate paired bootstrap CI promotion gates on pre-registered holdouts", "plain_summary": "Run 1,000 seeded paired bootstrap resamples comparing candidate versus baseline scores on target holdouts and general-capability retention, enforcing gain, retention and hallucination gates.", "outcome": "A conforming gate-decision record stating promote true or false and all CI bounds.", "claimant": "agent", "inputs": {"pinned": [{"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.spec.routing-and-gates", "version": 1, "value_sha256": "23d080f53581d51e6d0a2ba96ed7392fdbbd6baf70a8f6fe69702a1c4758481b"}, {"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.tool.lora-memory", "version": 1, "value_sha256": "1f2166f13c5acaf8486ab6bde170e9879ee2b02639babc06d0d3adcb91ac667a"}, {"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.template.gate-decision", "version": 1, "value_sha256": "9a36c1acdff4e88504b55670f07586744b1f364d1b3c7702ec0ef5029e326bfb"}, {"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.guardrail.smoke-is-not-improvement", "version": 1, "value_sha256": "4157e4a9961ccc047e9a4e9eb5c6e1e0e14468955afe905923d1c86ba3073b25"}], "slots": {"holdout_evaluation": null}, "params": {"output_store": "seedpack.lora-memory-and-shimming.outputs"}}, "slot_specs": {"holdout_evaluation": {"category": "noun.eval_run", "required": true, "many": false, "description": "Pin of paired baseline and candidate item scores on target and retention suites."}}, "param_specs": {"output_store": {"description": "Store for the produced nouns. The default is a placeholder; use the store your owner assigned.", "schema": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "required": true, "default": "seedpack.lora-memory-and-shimming.outputs"}}, "input_schema": {"type": "object", "additionalProperties": false, "required": ["pinned", "slots", "params"], "properties": {"pinned": {"type": "array", "minItems": 4, "maxItems": 4, "items": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}, "slots": {"type": "object", "additionalProperties": false, "required": ["holdout_evaluation"], "properties": {"holdout_evaluation": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}}, "params": {"type": "object", "additionalProperties": false, "required": ["output_store"], "properties": {"output_store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}}}}}, "output_contract": {"visibility_scope": "surface_only", "allowed_surfaces": [], "write_mode": "create_only", "store_param": "output_store", "key_rule": "lora-memory-and-shimming.<role>.<task_id>[.<n>]", "expected_version": 0, "produces": [{"name": "gate_decision", "template": {"store": "seedpack.lora-memory-and-shimming", "key": "lora-memory-and-shimming.v0.1.0.template.gate-decision", "version": 1, "value_sha256": "9a36c1acdff4e88504b55670f07586744b1f364d1b3c7702ec0ef5029e326bfb"}, "max": 1}], "delivery": "Write produced nouns surface_only under your own authenticated surface, which is the requester's assigned surface, so the requester and that surface's reviewers can read them. Never use public_commons or allowlist other surfaces. Return every produced noun's pin in output.artifacts; add its value when the requester asks for inline delivery."}, "output_schema": {"type": "object", "additionalProperties": false, "required": ["outcome", "summary", "artifacts", "checks", "unknowns"], "properties": {"outcome": {"type": "string", "enum": ["promotion_gate_evaluated", "no_change", "unknown", "blocked"]}, "summary": {"type": "string", "minLength": 1, "maxLength": 1200}, "artifacts": {"type": "array", "maxItems": 1, "items": {"type": "object", "additionalProperties": false, "required": ["role", "ref"], "properties": {"role": {"type": "string", "minLength": 1, "maxLength": 64}, "ref": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}, "value": {"type": "object"}}}}, "checks": {"type": "array", "maxItems": 64, "items": {"type": "object", "additionalProperties": false, "required": ["id", "result"], "properties": {"id": {"type": "string", "minLength": 1, "maxLength": 80}, "result": {"type": "string", "enum": ["pass", "fail", "not_run"]}, "evidence": {"type": "string", "maxLength": 2000}}}}, "unknowns": {"type": "array", "maxItems": 32, "items": {"type": "object", "additionalProperties": false, "required": ["item", "reason"], "properties": {"item": {"type": "string", "minLength": 1, "maxLength": 300}, "reason": {"type": "string", "minLength": 1, "maxLength": 1000}, "would_resolve": {"type": "string", "maxLength": 1000}}}}, "no_change_reason": {"type": "string", "minLength": 1, "maxLength": 2000}, "blocked_question": {"type": "string", "minLength": 1, "maxLength": 1000}, "proposed_verbs": {"type": "array", "maxItems": 10, "items": {"type": "object", "additionalProperties": false, "required": ["kind", "title", "outcome", "why", "priority"], "properties": {"kind": {"type": "string", "pattern": "^verb\\.[a-z_]+$"}, "template_id": {"type": "string", "minLength": 1, "maxLength": 160}, "title": {"type": "string", "minLength": 1, "maxLength": 160}, "outcome": {"type": "string", "minLength": 1, "maxLength": 600}, "why": {"type": "string", "minLength": 1, "maxLength": 600}, "input_pins": {"type": "array", "maxItems": 16, "items": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}, "priority": {"type": "integer", "minimum": 1, "maximum": 3}}}}, "proposed_nouns": {"type": "array", "maxItems": 10, "items": {"type": "object", "additionalProperties": false, "required": ["category", "role", "title", "why"], "properties": {"category": {"type": "string", "pattern": "^noun\\.[a-z_]+$"}, "role": {"type": "string", "minLength": 1, "maxLength": 64}, "title": {"type": "string", "minLength": 1, "maxLength": 160}, "why": {"type": "string", "minLength": 1, "maxLength": 600}}}}, "run_notes": {"type": "object", "additionalProperties": false, "properties": {"went_right": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "went_wrong": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "next_steps": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "ideas": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}}}}}, "permitted_outcomes": ["promotion_gate_evaluated", "no_change", "unknown", "blocked"], "outcome_meanings": {"promotion_gate_evaluated": "The declared nouns were produced and every deterministic acceptance check passed.", "no_change": "The evidence does not justify producing or changing anything. Say why.", "unknown": "The question could not be answered with the permitted inputs. List what is missing and what would resolve it.", "blocked": "A required input, permission or capability is missing. Ask one precise question."}, "outcome_requirements": {"promotion_gate_evaluated": ["artifacts"], "no_change": ["no_change_reason"], "unknown": ["unknowns"], "blocked": ["blocked_question"]}, "acceptance_checks": [{"id": "matches-gate-schema", "check": "Output passes schema_errors against template.gate-decision.", "method": "deterministic"}, {"id": "bootstrap-reproducible", "check": "evaluate_promotion_gate with seed=42 reproduces target_gain_ci_low and promote.", "method": "deterministic"}], "creates": {"nouns": "The worker writes the nouns listed in output_contract.produces and returns their pins.", "verbs": "The worker proposes follow-up verbs in output.proposed_verbs, such as a breakdown into smaller verbs or a research follow-up, with the pins they need. Proposals are never enqueued by the worker; an authorized requester enqueues the ones worth doing."}, "guidance": {"required": ["Run evaluate_promotion_gate with seed=42 and n_bootstrap=1000.", "Validate the decision summary against template.gate-decision.", "Return follow-up work the results justify as proposed_verbs and nouns worth creating later as proposed_nouns. Never enqueue them yourself; an authorized requester decides which to run."], "preferred": [], "suggested": [], "discovery_requested": false}, "required_capabilities": ["read permitted noun versions", "write candidate nouns in the requester's scope"], "bounds": {"max_attempts": 2, "max_elapsed_seconds": 1800}, "execution": {"reasoning": "deterministic_tools", "model_use": "none", "inference_allowance": "Existing authorized worker allowance only. This template grants no provider credit, spending authority or server inference.", "server_fallback": false, "maximum_automatically_enqueued_children": 0, "network": {"mode": "none", "detail": "No network access."}, "external_effects": "none"}, "review": {"required": "owning_policy", "self_approval_permitted": false, "publication_permitted": false, "admission_permitted": false}, "instantiation": {"status": "template", "fill_before_enqueue": ["holdout_evaluation"], "rule": "Replace each slot with exact NounRef pins, set the params, then recompute the idempotency key with scripts/build_packs.py --instantiate. Enqueue only with your own grants in a queue your owner assigned."}, "execution_report": {"optional": true, "purpose": "Lets later runs of this template be fingerprinted and compared. It is worker reported, not proof.", "template": {"version": 1, "harness": {"name": "replace-with-harness-name", "version": "replace-with-exact-version"}, "model": {"provider": "replace-with-provider-or-none", "name": "replace-with-exact-model-or-none"}, "summaries": {"problem": "One sentence: what this run was asked to resolve.", "input": "One sentence: which pinned inputs were read.", "solution": "One sentence: what was produced or why the outcome was no_change, unknown or blocked."}, "contract": {"input_schema": {"type": "object", "additionalProperties": false, "required": ["pinned", "slots", "params"], "properties": {"pinned": {"type": "array", "minItems": 4, "maxItems": 4, "items": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}, "slots": {"type": "object", "additionalProperties": false, "required": ["holdout_evaluation"], "properties": {"holdout_evaluation": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}}, "params": {"type": "object", "additionalProperties": false, "required": ["output_store"], "properties": {"output_store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}}}}}, "output_schema": {"type": "object", "additionalProperties": false, "required": ["outcome", "summary", "artifacts", "checks", "unknowns"], "properties": {"outcome": {"type": "string", "enum": ["promotion_gate_evaluated", "no_change", "unknown", "blocked"]}, "summary": {"type": "string", "minLength": 1, "maxLength": 1200}, "artifacts": {"type": "array", "maxItems": 1, "items": {"type": "object", "additionalProperties": false, "required": ["role", "ref"], "properties": {"role": {"type": "string", "minLength": 1, "maxLength": 64}, "ref": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}, "value": {"type": "object"}}}}, "checks": {"type": "array", "maxItems": 64, "items": {"type": "object", "additionalProperties": false, "required": ["id", "result"], "properties": {"id": {"type": "string", "minLength": 1, "maxLength": 80}, "result": {"type": "string", "enum": ["pass", "fail", "not_run"]}, "evidence": {"type": "string", "maxLength": 2000}}}}, "unknowns": {"type": "array", "maxItems": 32, "items": {"type": "object", "additionalProperties": false, "required": ["item", "reason"], "properties": {"item": {"type": "string", "minLength": 1, "maxLength": 300}, "reason": {"type": "string", "minLength": 1, "maxLength": 1000}, "would_resolve": {"type": "string", "maxLength": 1000}}}}, "no_change_reason": {"type": "string", "minLength": 1, "maxLength": 2000}, "blocked_question": {"type": "string", "minLength": 1, "maxLength": 1000}, "proposed_verbs": {"type": "array", "maxItems": 10, "items": {"type": "object", "additionalProperties": false, "required": ["kind", "title", "outcome", "why", "priority"], "properties": {"kind": {"type": "string", "pattern": "^verb\\.[a-z_]+$"}, "template_id": {"type": "string", "minLength": 1, "maxLength": 160}, "title": {"type": "string", "minLength": 1, "maxLength": 160}, "outcome": {"type": "string", "minLength": 1, "maxLength": 600}, "why": {"type": "string", "minLength": 1, "maxLength": 600}, "input_pins": {"type": "array", "maxItems": 16, "items": {"type": "object", "additionalProperties": false, "required": ["store", "key", "version", "value_sha256"], "properties": {"store": {"type": "string", "pattern": "^[a-z0-9][a-z0-9_.-]{0,63}$"}, "key": {"type": "string", "pattern": "^[A-Za-z0-9][A-Za-z0-9_.:-]{0,255}$"}, "version": {"type": "integer", "minimum": 1}, "value_sha256": {"type": "string", "pattern": "^[0-9a-f]{64}$"}}}}, "priority": {"type": "integer", "minimum": 1, "maximum": 3}}}}, "proposed_nouns": {"type": "array", "maxItems": 10, "items": {"type": "object", "additionalProperties": false, "required": ["category", "role", "title", "why"], "properties": {"category": {"type": "string", "pattern": "^noun\\.[a-z_]+$"}, "role": {"type": "string", "minLength": 1, "maxLength": 64}, "title": {"type": "string", "minLength": 1, "maxLength": 160}, "why": {"type": "string", "minLength": 1, "maxLength": 600}}}}, "run_notes": {"type": "object", "additionalProperties": false, "properties": {"went_right": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "went_wrong": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "next_steps": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}, "ideas": {"type": "array", "maxItems": 8, "items": {"type": "string", "minLength": 1, "maxLength": 500}}}}}}}, "blocks": [{"kind": "error", "text": ""}], "artifact_refs": [], "usage": {"source": "harness_metadata", "input_tokens": null, "output_tokens": null, "reason": "Template only. Replace with measured counters or keep null with a reason."}}, "fill_rules": ["Copy contract.input_schema and contract.output_schema unchanged, so every run of this template shares one shape fingerprint.", "Add context_hash, environment_hash and toolchain_hash as lowercase SHA-256 digests when known; all five contract fields together allow exact matching.", "Name the exact harness version, provider and model. Deterministic or human work records the model name as none.", "Put what went wrong in an error block and in output.run_notes.went_wrong. The version-1 report has no fields for what went right, next steps or ideas, so those go in output.run_notes.", "Leave token counts null with a reason unless the harness or provider measured them."], "run_notes_field": "output.run_notes", "shape_sha256": "f184637d35d866403a29b15baa85fd1e7fbf44ab9cd031ddf441caa2d4386069"}, "dimensions": {"determinism": 0.0, "evidence_grounding": 0.0, "token_efficiency": 0.0, "safety_compliance": 0.0, "verification_tier": "unverified"}, "dimension_basis": {"measured": false, "method": "unmeasured_floor", "reason": "Tessera requires these axes, so each is set to its lowest value and the tier is unverified. No quality is claimed. Replace them only with measured values and the evidence that produced them."}, "relations": [{"relation": "requires_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.spec.routing-and-gates", "target_category": "noun.benchmark_suite", "note": ""}, {"relation": "requires_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.tool.lora-memory", "target_category": "noun.code_node", "note": ""}, {"relation": "requires_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.template.gate-decision", "target_category": "noun.scene_recipe", "note": ""}, {"relation": "requires_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.guardrail.smoke-is-not-improvement", "target_category": "noun.skill_pack", "note": ""}, {"relation": "produces_noun", "target_id": "seedpack.lora-memory-and-shimming/lora-memory-and-shimming.v0.1.0.template.gate-decision", "target_category": "noun.scene_recipe", "note": "output gate_decision"}], "follows_templates": ["lora-memory-and-shimming.compile-lora-pairs"]}}
]}