0-Call Engine & Verification Slot
Paired delta, Empirical-Bayes shrinkage & Kish N_eff engine (0 calls)
Substrate: db_atomic · p99 Claim Target: ≤ 6 ms · Phase: 107 - 110 Zero-In-Place Task Mutations, 5-Personality Fan-Out, EVOI CoT & Lift
Bayesian Lift & N_eff (aq110_compute_bayesian_attribution)
Computes 0-call paired within-root_task_id lift over bare_baseline, Empirical-Bayes shrinkage, win rate, and Kish effective sample size across 6 factor dimensions.
Paired Delta vs BareEmpirical-Bayes ShrinkKish N_eff Leaderboard
Model-Guided Escalation & Synthesis Role
Winning factor synthesizer & default-policy recommender
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
Enforced Category State Machine: eight_file_kit_packaging
Commit Invariant: Verifies presence, schema validity, SHA-256 manifest, and executable verifier pass across all 8 canonical working-directory kit files.
Architectural Problem Solved: Ships drop-in repository skills and hooks that run reliably across Claude Code, Codex, OpenCode, Cursor, and Pi.
POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq110_compute_bayesian_attribution/enqueue
{
"queue_category": "eight_file_kit_packaging",
"priority": 80,
"payload": { "stage": "110", "objective": "Bayesian Lift & N_eff" }
}