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Stage 64aq64_approve_and_link_resource_graphDB-UNIT-05Typed Solution Graph & Pareto Composition Core

Approve & Link Graph

Atomic flat-row micro-queue with 0-call slot and 5-role pod.

Vets indexed Store S15 resources across 6 independent dimensions, runs cross-family approval, and wires typed hierarchical and relational graph edges.

Inputs (Flat Row)
  • LSH-indexed Store S15 resource
  • LSH neighbor candidates
  • Safety scan
Atomic Queue & Lanes
  • aq64_approve_and_link_resource_graph
  • graph-db.teleon.dev
  • 6-Dim Vetting Gate
  • Cross-Family CPOP
  • 10-Edge Graph Links
Execution Modes & Agent Freedom
  • Deterministic (0 calls): dijkstra_pareto_type_planner_v1 (6-dimension vetting validator, LSH dedup & graph-edge linker)
  • Hybrid (<=1 call): single_shim_bridge_synthesizer_v1
  • AI Agent (1..6): novel_architecture_composer_v1 (Orthogonal CPOP resource reviewer & composition relationship mapper; Instructions + Resources + Freedom to search for new resources and new ways not bound by instructions)
Outputs (Table Merge)
  • Approved Store S15 resource
  • Typed teleon_resource_relationships edges

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.aq64_approve_and_link_resource_graph (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: graph-db.teleon.dev
  • Backlog table: teleon_core.dag_composition_todo_backlog
  • Hydration: Normalized supporting tables join server-side into 1 flat row on claim
  • teleon_core.teleon_weighted_graph_edges
  • teleon_core.verified_solution_dags
  • teleon_core.schema_bridge_adapters
  • Every executable vertex in a composed graph is a Loop; passive files never become model calls.
  • Keep the no-extra-material baseline eligible in every Pareto comparison.

Atomic micro-queue & Track 2 Sister objective

  • Atomic queue: aq64_approve_and_link_resource_graph via q13-composition-queue.teleon.dev
  • Track 2 Sister (SISTER-05): sq05-improve-composition-queue.teleon.dev
  • Sister objective: Improve planner heuristics, promote recurring agentic subgraphs into cached deterministic macros, and add bridge tools.
vetting:6_separate_dimensionspredicates:composes_replaces_verifies

Bot & harness fleet actions (Codex, Claude Code, ChatGPT, Dots, Meta Muse, GrokBot)

  • Record license, parse, safety, sandbox, CPOP review, and empirical lift as 6 separate vetting dimensions
  • Link composes_with, replaces, verifies, derived_from, and confused_with edges across resources
  • Promote approved repos and tools into Store S13 working-directory advisory bundles and engine slots

Sister self-tuning areas & HTTP queue submission

  • Promote high-traffic multi-node subgraphs into 0-model-call deterministic macro code_blocks
  • Rebalance 6D Pareto cost weights (quality, tokens, latency, reliability, determinism, reuse)
  • Add new algebraic port-shim templates and composition routines
# 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=aq64_approve_and_link_resource_graph"
# 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":"aq64_approve_and_link_resource_graph","db_unit_id":"DB-UNIT-05","title":"Task for approve_and_link_resource_graph"}'