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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 126 OF 320 cad_manufacturing_gate Async enhancement

Opportunity & Macros (aq126_mine_opportunity_gaps_and_chain_macros)

Ranks high-pain low-supply capability gaps for automatic bounty boosts, splits skewed LSH buckets (>8x median), and fuses recurring multi-step chains (lift >=5x) into 1-hop macros.

Human-Pain x Frontier GapHot-Bucket Auto-SplitLift >=5x Chain Fuse
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Opportunity gap scorer, skew splitter & sequence-lift miner (0 calls)

Substrate: file_cas · p99 Claim Target: ≤ 7 ms · Phase: 121 - 128 4-Rung OKF Automorph, THP v2.0 Lenses, SPRT/S3-FIFO & Dossier Learning Loop

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Composite macro capability packager

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

Enforced Category State Machine: cad_manufacturing_gate

Commit Invariant: Monotonic lease_epoch compare-and-swap fencing with content-addressed SWHID verification.

Architectural Problem Solved: Coordinates parallel execution without duplicate work or split-brain overwrites.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq126_mine_opportunity_gaps_and_chain_macros/enqueue
{
  "queue_category": "cad_manufacturing_gate",
  "priority": 80,
  "payload": { "stage": "126", "objective": "Opportunity & Macros" }
}
← Stage 125: VOMC & S3-FIFO Cache View in Single-Page Master Blueprint Stage 127: Ingest Context Dossier →