Improve audit pipeline and outreach review

tests/audit-skills-schema.test.ts

@@ -228,6 +228,16 @@ test("audits.getDetail returns audit + lead context with null-safe lead lookup",
     /return\s*{[\s\S]*audit,[\s\S]*lead,[\s\S]*sourceSummaries:[\s\S]*}/,
     "getDetail should return audit, lead, and sourceSummaries.",
   );
+  hasPattern(
+    getDetailSource,
+    /query\("auditFindings"\)[\s\S]*withIndex\("by_auditId"[\s\S]*eq\("auditId",\s*audit\._id\)[\s\S]*take\(DETAIL_EVIDENCE_LIMIT\)/,
+    "getDetail should load persisted findings by auditId.",
+  );
+  hasPattern(
+    getDetailSource,
+    /return\s*{[\s\S]*audit,[\s\S]*lead,[\s\S]*findings,[\s\S]*sourceSummaries:[\s\S]*}/,
+    "getDetail should return top-level findings for the detail UI.",
+  );
   hasPattern(
     sourceFile.getFullText(),
     /export const getDetail = query\(/,