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Stage 44aq44_crystallize_pattern_to_queueDB-UNIT-08Opt-In Prompt & Inference Wire Proxy Rule Core

Crystallize 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_queue
  • telemetry-db.teleon.dev
  • Cluster Threshold >=3
  • Dedicated cq_* Queue
  • Auto 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_parent intact for rollup verification and direct long-horizon benchmarks.
  • Optional SCD Type 2 packs (Store S12): Versioned pack_sk rows (valid_from_utc, valid_to_utc, is_current, edited_by) supply optional locales, settings, instructions, suggestion paths, and tools across bare_baseline, pre_materialized_flat, and on_demand_claim_hydrated modes.
  • 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_sets
  • teleon_core.direct_deterministic_hit_catalog
  • teleon_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_queue via q10-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_backlink

Bot & 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"}'