diff --git a/docs/AFI_MATH_AUDIT_REPORT.md b/docs/AFI_MATH_AUDIT_REPORT.md
index 328a9fa..f2e238b 100644
--- a/docs/AFI_MATH_AUDIT_REPORT.md
+++ b/docs/AFI_MATH_AUDIT_REPORT.md
@@ -280,7 +280,6 @@ export function computeNoveltyScore(
 **Off-Chain** (⚠️ Stubbed):
 - `afi-token/logic/emissions_with_novelty.ts` — Pseudocode only
 - `afi-token/models/emissions_logic.ts` — Placeholder logic
-- `afi-skills/skills/scoring/epoch-pulse-emissions.md` — Documentation only
 
 ### What's Missing
 
diff --git a/docs/MATH_INDEX.md b/docs/MATH_INDEX.md
index c88b012..8fbaa77 100644
--- a/docs/MATH_INDEX.md
+++ b/docs/MATH_INDEX.md
@@ -130,7 +130,6 @@ interface NoveltyResult {
 ### Off-Chain (Stubbed ⚠️)
 - **Pseudocode**: `afi-token/logic/emissions_with_novelty.ts`
 - **Models**: `afi-token/models/emissions_logic.ts`
-- **Documentation**: `afi-skills/skills/scoring/epoch-pulse-emissions.md`
 
 ### Missing Components
 - [ ] EmissionsCoordinator (off-chain policy engine)