Files
ten31-database/backend/mcp/test_outreach.py
T
Keysat b5619d61e1 outreach: Outreach Draft Assistant — tailored LP drafts (v0.1.0:68)
First proactive-messaging build. New "Outreach" page (all authenticated users): pick an
investor + type (intro / follow-up / fund update / meeting follow-up / nurture) + optional
guidance; the agent drafts a tailored LP email in Ten31's voice, grounded in the thesis +
that investor's CRM notes and matched email history. The draft is editable + copyable;
nothing is sent (draft-only — guardrails #4, #6).

Sovereignty: the thesis is Ten31's own non-sensitive messaging (to Claude as-is); the LP
context is scrubbed through the redaction boundary before Claude, drafted with placeholders,
and re-hydrated locally — the LP list never reaches the API. Fails closed (scrub_unavailable /
claude_not_configured / rehydrate_failed quarantines a hallucinated-token draft).

Backend: mcp/outreach_agent.py (context assembly + scrub + Claude + rehydrate, reusing
architect_agent's client/thesis/voice + the Boundary); routes GET /api/outreach/investors,
POST /api/outreach/draft; logged. Test mcp/test_outreach.py (context assembly). Verified in
preview: page/selector/types/guidance render, fail-closed at the key-less Claude step (scrub
ran locally first), success rendering verified with a mocked ok draft.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-08 20:06:46 -05:00

68 lines
2.8 KiB
Python

#!/usr/bin/env python3
"""Test the outreach agent's context assembly: it pulls the investor's CRM notes +
recent matched email into the de-identifiable context block. Synthetic data only
(guardrail #9). The scrub/Claude/rehydrate round-trip is exercised live in the preview.
Run: cd backend && python3 mcp/test_outreach.py
"""
import os
import sqlite3
import sys
import tempfile
sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
import outreach_agent as oa # noqa: E402
FAILS = []
def check(cond, msg):
print((" PASS " if cond else " FAIL ") + msg)
if not cond:
FAILS.append(msg)
def main():
db = os.path.join(tempfile.mkdtemp(), "t.db")
c = sqlite3.connect(db)
c.row_factory = sqlite3.Row
c.executescript("""
CREATE TABLE fundraising_investors (id TEXT PRIMARY KEY, investor_name TEXT, notes TEXT);
CREATE TABLE emails (id TEXT PRIMARY KEY, subject TEXT, body_text TEXT, snippet TEXT, sent_at TEXT, is_matched INT);
CREATE TABLE email_investor_links (id TEXT, email_id TEXT, fundraising_investor_id TEXT);
""")
c.execute("INSERT INTO fundraising_investors VALUES ('inv1','Harbor & Vine','Met at the conference; interested in Fund III.')")
c.executemany("INSERT INTO emails (id,subject,body_text,sent_at,is_matched) VALUES (?,?,?,?,1)", [
("e1", "Re: Fund III", "Thanks for the call. We are still weighing the lock-up terms.", "2026-06-02T10:00:00"),
("e2", "Intro", "Good to meet you at the dinner.", "2026-05-01T10:00:00"),
("e3", "Spam", "ignore me", "2026-04-01T10:00:00"), # not linked -> excluded
])
c.executemany("INSERT INTO email_investor_links (id,email_id,fundraising_investor_id) VALUES (?,?, 'inv1')",
[("l1", "e1"), ("l2", "e2")])
c.commit()
name, ctx = oa._context(c, "inv1")
check(name == "Harbor & Vine", f"resolves investor name (got {name!r})")
check("Met at the conference" in ctx, "includes CRM notes")
check("lock-up terms" in ctx, "includes matched email body")
check("Good to meet you" in ctx, "includes a second matched email")
check("ignore me" not in ctx, "excludes email not linked to this investor")
check(ctx.index("lock-up terms") < ctx.index("Good to meet you"), "newest email first")
n2, c2 = oa._context(c, "missing")
check(n2 is None and c2 is None, "unknown investor -> (None, None)")
# type catalogue is intact
check(set(["intro", "follow_up", "fund_update", "meeting_follow_up", "nurture"]) <= set(oa.OUTREACH_TYPES),
"outreach types catalogue present")
if FAILS:
print(f"\nFAILED ({len(FAILS)})")
for f in FAILS:
print(" - " + f)
sys.exit(1)
print("\nALL PASS (outreach context assembly)")
if __name__ == "__main__":
main()