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Stage 85aq85_public_scenario_frameworks_firstDB-UNIT-18Causal Scenario Foundry, Simulation Federation & Opportunity Core

Public Scenario Frameworks First

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

Wraps 7 public scenario frameworks (Meta ARE/Gaia2, NVIDIA NeMo, Snowflake AWM, DeepMind Concordia, CAMEL OASIS, Mesa, OpenEnv) to generate thousands of situated stack/industry worlds BEFORE Problemize.

Inputs (Flat Row)
  • Job description
  • seed topic
  • or Dyad chunk
  • Framework selector & world axes
Atomic Queue & Lanes
  • aq85_public_scenario_frameworks_first
  • entities-db.teleon.dev
  • Meta ARE / Gaia2 & NeMo
  • Concordia / OASIS / Mesa
  • Situated Worlds Before Problemize
Execution Modes & Agent Freedom
  • Deterministic (0 calls): mesa_amlsim_and_sql_state_world_compiler_v1 (Coprime stack/regime/fault world compiler & framework adapter selector)
  • Hybrid (<=1 call): autoplay_explore_first_scenario_synthesizer_v1
  • AI Agent (1..6): multi_engine_concordia_oasis_and_foresight_author_v1 (Situated legacy-vs-modern enterprise & social world architect; Instructions + Resources + Freedom to search for new resources and new ways not bound by instructions)
Outputs (Table Merge)
  • Thousands of situated scenario_world flat rows
  • Downstream aq04 Problemize seeds

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.aq85_public_scenario_frameworks_first (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: entities-db.teleon.dev
  • Backlog table: teleon_core.scenario_foundry_todo_backlog
  • Hydration: Normalized supporting tables join server-side into 1 flat row on claim
  • teleon_core.scenario_ir_manifests
  • teleon_core.world_hidden_truth_vault
  • teleon_core.actor_observation_views
  • teleon_core.opportunity_hypotheses
  • Investigator and solver views never access world_hidden_truth_vault or derive test fixtures from detector rules.
  • Every suspicious or failure scenario pairs with a matched benign counterfactual and abstention control.
  • Opportunity and problem generation stays decoupled from pre-selected solution promotion.

Atomic micro-queue & Track 2 Sister objective

  • Atomic queue: aq85_public_scenario_frameworks_first via q21-scenario-foundry-queue.teleon.dev
  • Track 2 Sister (SISTER-18): sq18-improve-scenarios-queue.teleon.dev
  • Sister objective: Enforce POET minimal-criterion solvability bands, audit SPDX simulator licenses, and turn production failures into regression worlds.
host:scenarios_teleon_devorder:scenarios_before_problemize

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

  • Generate thousands of concrete stack/industry worlds (e.g. PHP+z/OS DB2 vs Rust+Kafka) first
  • Select Meta ARE, NeMo, Snowflake AWM, Concordia, OASIS, Mesa, or OpenEnv per world physics
  • Fan situated worlds directly into aq04_problemize_situations for stack-grounded problems

Sister self-tuning areas & HTTP queue submission

  • Enforce POET solvability bands and family-level train/holdout lineage splits (DIM-01, DIM-02)
  • Wrap permissive simulation adapters (MIT/Apache-2.0/BSD-3) while blocking copyleft or BSL traps (DIM-03)
  • Convert verified production traces and failed experiments into permanent regression scenarios (DIM-06, DIM-07)
# 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=aq85_public_scenario_frameworks_first"
# 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":"aq85_public_scenario_frameworks_first","db_unit_id":"DB-UNIT-18","title":"Task for public_scenario_frameworks_first"}'