Improve audit pipeline and outreach review

convex/schema.ts

@@ -180,6 +180,25 @@ const publicAuditOffer = v.object({
   ctaLabel: v.optional(v.string()),
   ctaHref: v.optional(v.string()),
 });
+const auditFindingEvidenceType = v.union(
+  v.literal("crawl_page"),
+  v.literal("technical_check"),
+  v.literal("screenshot"),
+  v.literal("pagespeed"),
+  v.literal("jina_excerpt"),
+  v.literal("generation_stage"),
+);
+const auditFindingEvidenceRef = v.object({
+  id: v.string(),
+  type: auditFindingEvidenceType,
+  label: v.string(),
+  sourceUrl: v.optional(v.string()),
+});
+const auditFindingReviewStatus = v.union(
+  v.literal("pending"),
+  v.literal("accepted"),
+  v.literal("rejected"),
+);
 const eventDetail = v.object({
   label: v.string(),
   value: v.string(),
@@ -342,6 +361,24 @@ export default defineSchema({
     .index("by_auditId_and_viewport", ["auditId", "viewport"])
     .index("by_storageId", ["storageId"]),
 
+  auditFindings: defineTable({
+    auditId: v.id("audits"),
+    runId: v.id("agentRuns"),
+    skillId: v.string(),
+    claim: v.string(),
+    recommendation: v.string(),
+    customerBenefit: v.string(),
+    severity: v.union(v.literal(1), v.literal(2), v.literal(3)),
+    confidence: v.number(),
+    evidenceRefs: v.array(auditFindingEvidenceRef),
+    reviewStatus: auditFindingReviewStatus,
+    createdAt: v.number(),
+    updatedAt: v.number(),
+  })
+    .index("by_auditId", ["auditId"])
+    .index("by_runId", ["runId"])
+    .index("by_auditId_and_reviewStatus", ["auditId", "reviewStatus"]),
+
   pageSpeedResults: defineTable({
     leadId: v.id("leads"),
     auditId: v.optional(v.id("audits")),