feat: scaffold outreach engine monorepo on the novelpad-desktop stack

Workspaces: config (copied), outreach-core (schema + actions/queries +
hard gates), outreach-ai (Gemini client + embeddings copies, profiler and
mission-fit-judge agent stubs), outreach-worker (DBOS executor with
nightly ingest + hourly expiry workflows), outreach-review (RR7 review
queue v0). Initial drizzle migration incl. pgvector extension.

Stack contract: Yarn 4.5.0 + Turbo, Node 22.16, Drizzle 0.44.6 +
pgvector, DBOS 4.17.6, @google/genai on Vertex, gemini-embedding-001
@1536, React Router v7. Files copied from novelpad-desktop carry
provenance headers @ 62c56b87.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

packages/outreach-ai/src/agents/org-profiler/schema.test.ts

@@ -0,0 +1,56 @@
+import { describe, expect, it } from 'vitest';
+import { OrgProfileSchema } from './schema.js';
+
+const validProfile = {
+  legalName: { value: 'NH Literacy Alliance', sourceUrl: 'https://nhliteracy.org', confidence: 0.95 },
+  ein: { value: '02-1234567', sourceUrl: 'https://apps.irs.gov/pfft', confidence: 0.9 },
+  mission: { value: 'Improve literacy outcomes for NH children.', sourceUrl: 'https://nhliteracy.org/about', confidence: 0.85 },
+  programAreas: {
+    value: ['youth literacy tutoring', 'family reading nights'],
+    sourceUrl: 'https://nhliteracy.org/programs',
+    confidence: 0.75,
+  },
+  geographicScope: { value: 'Hillsborough County, NH', sourceUrl: 'https://nhliteracy.org/about', confidence: 0.6 },
+  annualRevenue: { value: 480_000, sourceUrl: 'https://apps.irs.gov/pfft', confidence: 0.8 },
+  targetPopulations: {
+    value: ['K-5 students', 'low-income families'],
+    sourceUrl: 'https://nhliteracy.org/about',
+    confidence: 0.55,
+  },
+};
+
+describe('OrgProfileSchema', () => {
+  it('accepts a fully-sourced valid profile fixture', () => {
+    const result = OrgProfileSchema.safeParse(validProfile);
+    expect(result.success).toBe(true);
+  });
+
+  it('accepts a null ein and a null annualRevenue (org not matched to a 990-PF filing)', () => {
+    const result = OrgProfileSchema.safeParse({ ...validProfile, ein: null, annualRevenue: null });
+    expect(result.success).toBe(true);
+  });
+
+  it('rejects an ein that does not match the ##-####### federal EIN shape', () => {
+    const result = OrgProfileSchema.safeParse({
+      ...validProfile,
+      ein: { value: 'not-an-ein', sourceUrl: null, confidence: 0.9 },
+    });
+    expect(result.success).toBe(false);
+  });
+
+  it('rejects a confidence outside the 0-1 range', () => {
+    const result = OrgProfileSchema.safeParse({
+      ...validProfile,
+      mission: { value: 'Improve literacy outcomes.', sourceUrl: null, confidence: 1.4 },
+    });
+    expect(result.success).toBe(false);
+  });
+
+  it('rejects an empty programAreas array (sourcedField requires at least one)', () => {
+    const result = OrgProfileSchema.safeParse({
+      ...validProfile,
+      programAreas: { value: [], sourceUrl: null, confidence: 0.5 },
+    });
+    expect(result.success).toBe(false);
+  });
+});