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trader-explain

Regulator-grade feature attribution for any LSTM/Transformer signal — single-entry PageRank ranks the top-K features that drove the prediction (ADR-126 Phase 6, ADR-123 single-entry PR)

plugins/ruflo-neural-trader/skills/trader-explain/SKILL.md

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Nov 7, 2026
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Explain a trading signal by building a feature-contribution graph and running single-entry forward-push PageRank from the signal output node. Top-K ranked features are returned as a markdown table AND persisted to `trading-analysis` as a `SignedAttributionArtifact` (ADR-126 Phase 6).

**Why this skill matters:**
- EU AI Act + SEC Reg-AI guidance require interpretable model output for any algorithmic trading system that touches retail capital. This is the regulator-grade attribution path the rest of the substrate has been waiting for.
- The same call site picks up the full native-WASM PageRank from `mcp__ruflo-sublinear__page-rank-entry` once that tool is registered in the runtime — until then, the local power-iteration kernel ships in `signed-attribution.mjs` and produces the same ordering (seeded mulberry32).

Steps:

1. **Retrieve the signal** from the canonical `trading-signals` namespace (ADR-126 Phase 1 + Phase 2 lifecycle):
   ```text
   mcp__plugin_ruflo-core_ruflo__memory_retrieve({
     key: "SIGNAL_ID",
     namespace: "trading-signals"
   })
   ```