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Chatterjee ξ — Keeper Confirmation Gate

The asymmetric, non-monotone confirmation Spearman cannot give. It adjudicates the 16 Spearman-cleared keepers (14 KEEP + 2 HOLD), confirms the direction-clique collapse, and flips implementation_ready for survivors — delivered as two operator-reviewed PRs (harness build; survivor promotion), each with an Attacker/Defender Challenge-and-Held. Real data only; read-only ClickHouse; no synthetic series.

16
candidates under ξ
174
cell-slices
0.50
absorption cut (≥2 syms)
both PRs open · do not merge

🌅 Operator morning handoff

1 · Current state of the project

2 · Follow-up gaps that surfaced — & how far each is from closed

3 · Other relevant updates (incl. SOTA robustness concepts)

The 16 candidates & live ξ verdicts

Disposition = Spearman-stage (frozen). ξ verdict = this gate; the full 174-cell run on the hardened probe is in progress, so verdicts read RUNNING.

candidatefamilySpearman dispositionvs-prod med ρξ verdict
edge_spread_bpseffective-spread (OHLC)KEEP0.25independent → KEEP
sevcik_fdfractal & curve-complexityKEEP0.25independent → KEEP
anderson_darling_a2distributional shapeKEEP0.42independent → KEEP
hvg_clusteringvisibility-graph topologyKEEP0.24independent → KEEP
kendall_taub_ret_spreadcopula-free dependenceKEEP0.16independent → KEEP
spectral_log_slopespectral & cepstral shapeKEEP0.17independent → KEEP
lziv_complexity_signsinformation & complexityKEEP0.08independent → KEEP
dhvg_indeg_outdeg_kldvisibility-graph (directed)KEEP0.11independent → KEEP
pietra_hoover_durationsinter-quote timing & durationKEEP0.35independent → KEEP
local_variation_lvinter-quote timing & durationKEEP0.28independent → KEEP
spread_sign_reversal_ratespread dynamicsKEEP0.20independent → KEEP
sign_two_state_entropy_rateinformation & entropy-rateKEEP0.14independent → KEEP
mean_cosine_turning_anglepath directionalityKEEP0.39independent → KEEP
mann_kendall_zrandomness & rank (trend)KEEP_REPRESENTATIVE0.17independent → KEEP
candle_shoelace_areasingle-bar candle geometryHOLD_LOCATION0.72DROP — absorbed_pointest (EUR CI) + shadow + paper-id
updown_cjstime-irreversibilityHOLD_DEGENERATE0.17DROP — drop_degenerate (all 4 symbols)

Decision rule

ξ(prod→cand) > 0.50 per-symbol median on ≥2 symbols ⇒ absorbed ⇒ DROP/HOLD; else independent. Holm / independence-p are support only (the gate is effect size + replication). Scale-free degeneracy: effective-levels < 2.5 OR near-zero magnitude. ξ is asymmetric — ξ(A→B) high but ξ(B→A) low ⇒ B absorbs A.

Iteration log

Autonomous loop · bigblack (el02) · worktree loop-xi-keeper · forex-loops.slice (200% CPU / 4 GB shared cap) · real data only, read-only ClickHouse · last updated 2026-06-06 (iter 3 — ξ verdict in; both PRs #86 + #87 open for review).