#!/usr/bin/env python3 """Matrix intake bot β€” entrypoint. A top-level message in the dedicated intake room is parsed (local Qwen via Spark Control) into a proposed fundraising-grid add/edit and posted back IN A THREAD. The team member replies in that thread β€” **yes** / **edit field=value** / **no** β€” and only on **yes** does the bot write, through the CRM's own API. Nothing is ever written autonomously. Runs as its own process (its matrix-nio dep is isolated here, never in the CRM runtime). Lifts matrix-bridge's prime-then-listen + threaded-reply plumbing. Config: repo .env. """ import asyncio from nio import AsyncClient, MatrixRoom, RoomMessageText import crm_client import matrix_io import parse import proposals import settings UNCLEAR_HELP = ( "πŸ€” I couldn't tell what to record. Try e.g.\n" "`New investor: Acme Capital β€” Jane Doe , met at the Austin conf`\n" "or a note like `Note for Acme Capital: wants the Q3 deck, follow up next week`." ) async def main(): mx = settings.matrix_settings() client = AsyncClient(mx["homeserver"], mx["user_id"]) client.restore_login(user_id=mx["user_id"], device_id=mx["device_id"], access_token=mx["token"]) say = matrix_io.make_say(client) nudge = matrix_io.make_reply(client) store = proposals.ProposalStore() intake_room = mx["intake_room"] roster = settings.team_roster() # frames the parse: teammates do outreach, aren't prospects if roster: print(f"matrix-intake: team roster loaded ({len(roster)} names)", flush=True) async def handle_intake(room_id, root, text): # A bare yes/no/approve typed in the MAIN timeline (not inside a proposal's thread) is # an easy slip β€” point the user back to the thread rather than parse it as a new intake. action, _ = proposals.interpret_reply(text) if action in ("approve", "reject") and store.any_pending(): await nudge(room_id, "πŸ‘‰ To approve, reject, or edit a proposal, open its **thread** " "and reply there β€” the note is in the thread.", root) return try: proposal = await asyncio.to_thread(parse.parse_message, text, roster=roster) except Exception as exc: # Spark/Qwen unreachable or bad response await say(room_id, f"⚠️ couldn't reach the local parser: {str(exc)[:200]}", root) return if proposal["intent"] == "unclear": await say(room_id, UNCLEAR_HELP, root) return # Resolve new-vs-existing against the CRM matcher (read-only). Degrade gracefully if the # CRM is unreachable β€” still propose as new, just without match/candidate hints. match, candidates = None, [] try: res = await asyncio.to_thread(crm_client.match, proposal) match = res.get("match") candidates = res.get("candidates") or [] except Exception: pass if match: # Confident exact match β†’ auto-attach the note to that investor (no disambiguation). proposal["intent"] = "meeting_note" proposal["_match_id"] = match["id"] proposal["_stage"] = "approval" store.put(root, proposal) hint = (f"\n\nπŸ”Ž Looks like an existing investor: **{match['name']}** β€” " "this will append a note to them.") await say(room_id, proposals.render(proposal) + hint, root) await nudge(room_id, proposals.summary_line(proposal), root) return if candidates: # No exact match but near-misses exist β†’ make the human pick one or confirm "new", # so a typo'd/near-duplicate name can't silently create a second investor. proposal["_stage"] = "disambiguate" proposal["_candidates"] = candidates store.put(root, proposal) await say(room_id, proposals.render_disambiguation(proposal), root) await nudge(room_id, proposals.disambiguation_nudge(proposal), root) return # Genuinely new β€” straight to the new-investor approval card. proposal["_stage"] = "approval" store.put(root, proposal) await say(room_id, proposals.render(proposal), root) # Also drop a brief, un-threaded reply in the main timeline so the proposal isn't # easy to miss inside a thread (the full card + yes/edit/no stay in the thread). await nudge(room_id, proposals.summary_line(proposal), root) async def handle_reply(room_id, root, text): # Claim the proposal synchronously β€” BEFORE any await β€” so a second reply that # arrives while a commit is in flight can't double-process it. asyncio is # cooperative: nothing else runs between here and the first await below, so the # pop is atomic w.r.t. other Matrix events. proposal = store.pop(root) if proposal is None: return if proposal.get("_stage") == "disambiguate": await handle_disambiguation(room_id, root, text, proposal) return action, payload = proposals.interpret_reply(text) if action == "approve": try: summary = await asyncio.to_thread(crm_client.commit, proposal) except Exception as exc: store.put(root, proposal) # commit failed β€” restore so the user can retry await say(room_id, f"⚠️ write failed, nothing committed: {exc}", root) return await say(room_id, f"βœ… {summary}", root) elif action == "reject": await say(room_id, "πŸ—‘οΈ Discarded β€” nothing written.", root) elif action == "edit": field, value = payload proposal = proposals.apply_edit(proposal, field, value) store.put(root, proposal) # keep it pending (edited) for the next reply await say(room_id, "✏️ Updated:\n\n" + proposals.render(proposal), root) else: # Not yes/no/edit-grammar β†’ treat it as a natural-language revision instruction and # re-run it through local Qwen (no Claude, no scrub). The human still approves the # revised card, so the draftβ†’approve gate holds. try: revised = await asyncio.to_thread(parse.revise, proposal, text, roster=roster) except Exception as exc: store.put(root, proposal) await say(room_id, f"⚠️ couldn't apply that change ({str(exc)[:200]}).\n\nReply **yes** " "to commit, **no** to discard, **edit field=value**, or rephrase.", root) return if proposals.same_fields(proposal, revised): store.put(root, proposal) await say(room_id, "I didn't catch a change there. Reply **yes** to commit, **no** " "to discard, **edit field=value**, or tell me what to change.", root) return store.put(root, revised) await say(room_id, "✏️ Updated:\n\n" + proposals.render(revised), root) async def handle_disambiguation(room_id, root, text, proposal): cands = proposal.get("_candidates") or [] action, payload = proposals.interpret_disambiguation(text, len(cands)) if action == "pick": updated = proposals.attach_to_candidate(proposal, cands[payload]) store.put(root, updated) await say(room_id, "✏️ Will log against the existing investor:\n\n" + proposals.render(updated), root) elif action == "new": updated = proposals.promote_to_new(proposal) store.put(root, updated) await say(room_id, "βž• OK β€” adding as a new investor:\n\n" + proposals.render(updated), root) elif action == "reject": await say(room_id, "πŸ—‘οΈ Discarded β€” nothing written.", root) else: # unrecognized β€” re-show the shortlist store.put(root, proposal) await say(room_id, "I didn't catch that.\n\n" + proposals.render_disambiguation(proposal), root) async def on_message(room: MatrixRoom, event: RoomMessageText): if event.sender == mx["user_id"]: return # never react to our own messages (we post in-thread β€” this prevents loops) if room.room_id != intake_room: return text = (event.body or "").strip() if not text: return root = matrix_io.thread_root_of(event) if root and store.has(root): await handle_reply(room.room_id, root, text) elif root: return # threaded message not tied to a live proposal β€” ignore else: await handle_intake(room.room_id, event.event_id, text) # Prime the sync token past history, THEN register the callback β€” only react to messages # arriving after startup (no backlog replay). (matrix-bridge pattern.) print("matrix-intake: priming sync (skipping backlog)...", flush=True) await client.sync(timeout=30000, full_state=False) client.add_event_callback(on_message, RoomMessageText) who = await client.whoami() print(f"matrix-intake: listening as {who.user_id} in room {intake_room}", flush=True) try: await client.sync_forever(timeout=30000) finally: await client.close() if __name__ == "__main__": try: asyncio.run(main()) except KeyboardInterrupt: pass