AI Capital Cycle amber count
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Auto-generated. This article is rebuilt from
app/signals/config/signal_definitions.jsonbyscripts/build_signals_kb.py. Edit the registry entry and re-run the script β do not edit this file directly.
AI Capital Cycle amber count
What it is
AI Capital Cycle amber count β registry key ai_cycle_amber_count.
AI Capital Cycle composite amber-wire count persistence (2026-07). The count of AMBER (armed-but-not-fired) wires this cycle β leading-edge context for the ordinal state, persisted at capture so the forward-grade series carries the pre-fire build-up. data_only β NOT scored, NOT a lens, NOT wired into any alert/sizing/scored surface (operator Architecture Decision 7); panel-only until the forward checkpoint passes.
Data-pyramid tier
T3 β Lens. This metric sits at the lens layer of the platformβs six-tier data pyramid (T0 raw inputs β T5 actionable read). The tier reflects how far the value is from a raw measurement β not how strongly it is validated. Abstraction and validation are separate axes: a higher tier is not a claim of stronger evidence.
Horizon & validation
No validated skill horizon is on file for this metric β read it as context / a data carrier, not a validated edge. Stamps are added only when a gated research verdict lands.
Source
Source module: capture
Data source: computed
Derived metric β produced inside the platform (app/signals/capture.py or equivalent) rather than fetched as a raw upstream value. See the How it's computed section below for the formula.
How itβs computed
len(amber) from app/signals/ai_capital_cycle.py:evaluate_ai_capital_cycle β the number of wires AMBER (armed, not yet fired) this cycle. Persisted AT CAPTURE TIME in capture.py.
Where it surfaces
- API field:
capital_cycle.amber_countonGET /api/v1/signals/latest - Surface:
daily_signalsrow (daily-cadence persistence)
Health-score / alignment role
Data carrier β no implication, no health-score contribution.
Persisted for downstream consumers (sparklines, base-rate matcher, calibration substrate) but does not classify into BULLISH / NEUTRAL / BEARISH and does not contribute to the 0-100 health score.
Release cadence
- Publishes:
daily
Companion to ai_cycle_state β same evaluate_ai_capital_cycle call, stamped once per trade_date.
See also
- /kb/api/get-signals-latest β API endpoint that serves this field.