diff --git a/plugins/compound-engineering/skills/ce-review/SKILL.md b/plugins/compound-engineering/skills/ce-review/SKILL.md
index 807b88a0..2b868a6f 100644
--- a/plugins/compound-engineering/skills/ce-review/SKILL.md
+++ b/plugins/compound-engineering/skills/ce-review/SKILL.md
@@ -469,6 +469,7 @@ Convert multiple reviewer compact JSON returns into one deduplicated, confidence
 5. **Separate pre-existing.** Pull out findings with `pre_existing: true` into a separate list.
 6. **Resolve disagreements.** When reviewers flag the same code region but disagree on severity, autofix_class, or owner, annotate the Reviewer column with the disagreement (e.g., "security (P0), correctness (P1) -- kept P0"). This transparency helps the user understand why a finding was routed the way it was.
 7. **Normalize routing.** For each merged finding, set the final `autofix_class`, `owner`, and `requires_verification`. If reviewers disagree, keep the most conservative route. Synthesis may narrow a finding from `safe_auto` to `gated_auto` or `manual`, but must not widen it without new evidence.
+7b. **Tie-break the recommended action.** Interactive mode's walk-through and LFG paths present a per-finding recommended action (Apply / Defer / Skip / Acknowledge) derived from the normalized `autofix_class` and `suggested_fix`. When contributing reviewers implied different actions for the same merged finding, synthesis picks the most conservative using the order `Skip > Defer > Apply > Acknowledge`. This guarantees that identical review artifacts produce the same recommendation deterministically, so LFG results are auditable after the fact and the walk-through's recommendation is stable across re-runs. The user may still override per finding via the walk-through's options; this rule only determines what gets labeled "recommended."
 8. **Partition the work.** Build three sets:
    - in-skill fixer queue: only `safe_auto -> review-fixer`
    - residual actionable queue: unresolved `gated_auto` or `manual` findings whose owner is `downstream-resolver`