diff --git a/.amazonq/rules/triage-findings.md b/.amazonq/rules/triage-findings.md
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-# Triage Findings
-
-When the task is to triage review findings, follow this workflow:
-
-1. Merge all findings into one list.
-2. Remove duplicates.
-3. Sort by severity: `critical` -> `warning` -> `info`.
-4. Renumber from 1 after sorting.
-5. Fix real issues with the smallest safe change.
-6. Add false positives to `.gitea/ai-review/exclusions.json`, preserving the original wording, language, and semantics as much as possible.
-7. Add or update tests when behavior changes.
-8. Re-check the issue after each fix.
-
diff --git a/.amazonq/skills/triage-findings/SKILL.md b/.amazonq/skills/triage-findings/SKILL.md
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+# Triage Findings
+
+## When To Use
+
+Use this skill when you receive multiple review findings, screenshots, comments, or issue lists that need to become one final triaged list.
+It is also used when some findings are false positives and should be moved into the exclusions list.
+
+## Workflow
+
+1. Collect all findings into one list.
+2. Merge duplicates into a single finding when they describe the same issue.
+3. Sort the final list by severity:
+   - critical
+   - warning
+   - info
+4. Renumber the sorted list from 1 upward.
+5. Rewrite each finding concisely so the final list reads cleanly and consistently.
+6. If a finding is a false positive, do not keep it in the final list.
+7. Add false positives to the exclusions list as a top-level JSON array in `.gitea/ai-review/exclusions.json`, and preserve the original finding wording as much as possible, including language and semantics. Do not wrap the array in `exclusions` or `excluded_findings`.
+
+## Resolution Flow
+
+After the list is merged and ordered, resolve the remaining findings one by one.
+
+1. Start from the highest severity item.
+2. Identify the root cause in the relevant file or context.
+3. Apply the smallest safe change that fixes the issue.
+4. Add or update tests when behavior changes.
+5. Re-check the issue after the change.
+6. If the item is confirmed false positive, move it to exclusions instead of changing code.
+7. Continue until the list is either fixed or explicitly excluded.
+
+## Output Rules
+
+- Keep the final findings list in severity order, then by any stable secondary order needed to make it readable.
+- Keep numbering contiguous after filtering and merging.
+- Preserve useful details like file path, location, and suggested fix.
+- Keep exclusions entries minimal and consistent with the project schema.
+- When writing exclusions, always output a top-level JSON array.
+- When writing exclusions, prefer the original issue text and language; only paraphrase if needed to fit the schema.
+- If the source already provides a severity or title, keep it unless it conflicts with the final ordering.