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← All 320 Atomic Work Queues STAGE 233 OF 320 problem_formulation_reframing Critical path

Zero-Call Algebraic Problem Reframing (aq233_problem_formulation_reframing)

Challenges agentic workflow prompts that mask an exact 0-call closed-form algebraic, SQL-join, or set-diff formulation, emitting verified blueprints to Store S246.

Level-4 Reframing>=50% Call ReductionStore S246 Blueprint
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Equivalence test runner comparing 0-call SQL/script vs sample oracle

Substrate: db_atomic · p99 Claim Target: ≤ 4 ms · Phase: 232 - 241 SUCCESSOR Omega Three-Receipt Adaptation, Reversible Undo & Domain Gates

AI Agent (1..2)

Model-Guided Escalation & Synthesis Role

Problem-formulation challenger & closed-form author

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

Enforced Category State Machine: problem_formulation_reframing

Commit Invariant: Audits whether an agentic workflow prompt masks an exact deterministic algebraic, SQL-join, or set-reconciliation operator; emits REFRAMED_TO_ZERO_CALL_OPERATOR into S246 when algebraic_reducibility_verified === true and estimated_call_reduction_pct >= 50.

Architectural Problem Solved: Challenges poorly framed tasks before burning expensive LLM loops when a deterministic operator solves the true underlying need.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq233_problem_formulation_reframing/enqueue
{
  "queue_category": "problem_formulation_reframing",
  "priority": 80,
  "payload": { "stage": "233", "objective": "Zero-Call Algebraic Problem Reframing" }
}
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