Stage 44
aq44_crystallize_pattern_to_queueDB-UNIT-08Opt-In Prompt & Inference Wire Proxy Rule CoreCrystallize Pattern to Queue
Atomic flat-row micro-queue with 0-call slot and 5-role pod.
Detects recurring patterns inside catch-all documents and graduates them into dedicated flat queues, THP schemas, 5-role worker pods, and tuning grids.
Inputs (Flat Row)
- Recurring Store S11 shape_fingerprint cluster
- Sample catch-all documents
Atomic Queue & Lanes
aq44_crystallize_pattern_to_queuetelemetry-db.teleon.devCluster Threshold >=3Dedicated cq_* QueueAuto Grid & Pod
Execution Modes & Agent Freedom
- Deterministic (0 calls):
wire_metadata_rule_and_direct_responder_v1(Shape-cluster promoter, THP schema synthesizer & Store S8 grid seeder) - Hybrid (<=1 call):
compact_context_selector_hybrid_v1 - AI Agent (1..6):
custom_enterprise_policy_simulator_v1(Domain queue architect & parameter-axis designer; Instructions + Resources + Freedom to search for new resources and new ways not bound by instructions)
Outputs (Table Merge)
- Dedicated cq_* flat queue
- Versioned THP schema
- Store S8 tuning grid
Modular 6-layer envelope & 0..32 Kleisli onion middlelayers (DB substrates exempt)
Inbound and outbound calls traverse versioned envelope layers and composable Kleisli middlelayers before reaching the swappable engine slot, while backing database kernels enforce 0 inline agent wrapper steps.
- 1. frustration_avoidance
- 2. flexible_pointer_or_slice_carrier
- 3. thp_schema_and_version_handshake
- 4. surface_account_and_ring_entitlement
- 5. idempotent_effect_journal_and_tracking
- 6. preflight_self_repair_and_zero_call_check
- 7. 0..32 Kleisli steps (shims / budget deadlines / secret scrub)
- 8. slot.aq44_crystallize_pattern_to_queue (Native | Pinned OSS | Wasm)
- ACID DB Core: 0 agent wrapper steps
5-role component managing pod & engine-slot twins
- 0-Call Slot (
R1_DET_ENGINE): Executes SQL, BM25F/Roaring, AST, or fuel-metered Wasm adapters behind a fixed typed engine_slot/v1, pairing pinned upstream OSS adapters with clean Teleon-native twins. - Solver+OpenSearch (
R2_PRIMARY_SOLVER): Runs under Instructions + Resources + Freedom to search for new resources and new ways not bound by instructions on 1 self-contained depth-1 flat task row per lease. - Split-Supervisor (
R3_QUEUE_SUPERVISOR): Watches queue depth, stalls, and context horizons; explodes oversized tasks into wave-ordered flat subtask rows while preserving the original parent intact for rollup verification and long-horizon benchmarking. - Repair+Shim (
R4_DIAGNOSTIC_REPAIR): Reviews whether the edge contract itself failed before mutating code (LE-CONTRACT-002), repairs lease timeouts and schema mismatches, and synthesizes 0..32-step middlelayer shims. - CPOP+Distill (
R5_VERIFIER_DISTILLER): Grades outputs across an independent model family (reviewer != producer) and distills recurring high-cost agent wins into 0-call deterministic Sister code.
Parent-preserving supervision, catch-all & optional SCD2 packs
- Supervisor split (aq41): Oversized or stalled tasks split into wave-ordered subtask rows while keeping
subdivided_parentintact for rollup verification and direct long-horizon benchmarks. - Optional SCD Type 2 packs (Store S12): Versioned
pack_skrows (valid_from_utc,valid_to_utc,is_current,edited_by) supply optional locales, settings, instructions, suggestion paths, and tools acrossbare_baseline,pre_materialized_flat, andon_demand_claim_hydratedmodes. - Flexible carriers:
inline_object, swhid_cas_pointer, http_206_byte_slice, d1_row_cursor, signed_r2_uri
Normalized tables, invariants & 1 flat task row
- Cell host:
telemetry-db.teleon.dev - Backlog table:
teleon_core.prompt_proxy_todo_backlog - Hydration: Normalized supporting tables join server-side into 1 flat row on claim
teleon_core.prompt_proxy_rule_setsteleon_core.direct_deterministic_hit_catalogteleon_core.wire_observation_headers
- Rule evaluation matches metadata only (never prompt prose) with strict deny -> require -> select precedence.
- User BYO provider keys pass only to the user's chosen inference host and never enter Teleon storage.
Atomic micro-queue & Track 2 Sister objective
- Atomic queue:
aq44_crystallize_pattern_to_queueviaq10-telemetry-queue.teleon.dev - Track 2 Sister (SISTER-08):
sq08-improve-proxy-queue.teleon.dev - Sister objective: Tune direct-answer confidence thresholds, context byte budgets, and promote frequent queries to 0-call cards.
lifecycle:catchall_to_dedicated_queueparent_docs:preserved_with_backlinkBot & harness fleet actions (Codex, Claude Code, ChatGPT, Dots, Meta Muse, GrokBot)
- Promote recurring catch-all clusters into first-class single-verb queues once pattern support crosses threshold
- Generate normalized backing schema fields, flat-row claim hydrators, and 5-role pod bindings automatically
- Seed an initial parameter search grid across context packs, engines, and verification tiers in Store S8
Sister self-tuning areas & HTTP queue submission
- Tune direct_response_min_score and max_injected_context_bytes per model family
- Promote high-frequency repeated tasks into verified deterministic direct-hit cards
- Add wire codec support and aspect tags for new local/cloud inference endpoints
# Zero-auth claim 1 flat-hydrated task row from this atomic micro-queue:
curl -sS "https://router.teleon.dev/v1/claim?agent=meta-muse&atomic_queue_id=aq44_crystallize_pattern_to_queue"
# Or enqueue a task directly onto this atomic micro-queue:
curl -sS https://queues.teleon.dev/v1/queues/submit \
-H "Content-Type: application/json" \
-d '{"atomic_queue_id":"aq44_crystallize_pattern_to_queue","db_unit_id":"DB-UNIT-08","title":"Task for crystallize_pattern_to_queue"}'