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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 32 OF 320 context_decomposition Async enhancement

Decompose into Flat Nodes (aq32_decompose_into_nodes)

Prevents agent context and horizon collapse on 50+ item lists by exploding large tasks or batches server-side into independent depth-1 flat queue rows.

50+ Batch Explode1-Item Horizon GuardDependency Order
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Topological splitter & depth-1 flat-row batch compiler

Substrate: db_atomic · p99 Claim Target: ≤ 6 ms · Phase: 29 - 32 Reverse Engineer, Ideate & Decompose Large Batches

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Atomic task-boundary & interface slicer

5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.

Enforced Category State Machine: context_decomposition

Commit Invariant: Splits large epics into <=4k-token leaf leases with typed input/output contracts while keeping the parent vertex parked until leaf merge.

Architectural Problem Solved: Allows smaller, cheaper models to execute large overnight tasks reliably without context window degradation.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq32_decompose_into_nodes/enqueue
{
  "queue_category": "context_decomposition",
  "priority": 80,
  "payload": { "stage": "32", "objective": "Decompose into Flat Nodes" }
}
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