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← All 320 Atomic Work Queues STAGE 30 OF 320 collective_motion_ballot Async enhancement

Reverse Engineer Paper (aq30_reverse_engineer_paper)

Deconstructs a technical paper or specification into formal equations, pseudocode, hidden assumptions, missing ablations, and flat reproduction tasks.

Equations & AlgosAssumptions & GapsCode & Eval Seed
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

LaTeX/PDF section, equation, citation & table parser

Substrate: db_atomic · p99 Claim Target: ≤ 4 ms · Phase: 29 - 32 Reverse Engineer, Ideate & Decompose Large Batches

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Algorithmic formalizer & missing-ablation investigator

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

Enforced Category State Machine: collective_motion_ballot

Commit Invariant: Records motions, blinded ballots, explicit minority dissent, and ratified DecisionRecords.

Architectural Problem Solved: Enforces durable cooperation, psychometric frontier tracking, and self-enriching multi-facet catalog evaluation.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq30_reverse_engineer_paper/enqueue
{
  "queue_category": "collective_motion_ballot",
  "priority": 80,
  "payload": { "stage": "30", "objective": "Reverse Engineer Paper" }
}
← Stage 29: Reverse Engineer Website View in Single-Page Master Blueprint Stage 31: Ideate & Ignite Pipeline →