Beginnerstable05_/_BEGINNER

Cold Outreach

Generates a short, personalized cold email tying a prospect's role and recent work to your value prop.

Py_3.12CrewAIOpenAIVIEW SOURCE

# INPUT_PROMPT // COLD_OUTREACH

SCHEMA: V.1.0

>>>PROSPECT_BIO

Diego Alvarez, VP of Data at FinchPay (mid-market fintech, 200 engineers). Posted last week about scaling realtime fraud features and the cost of feature stores at high QPS.

>>>YOUR_PRODUCT

We sell a streaming feature store that cuts feature retrieval latency 6x and storage cost 40% vs Feast. Best fit: fintech and adtech with >10k features/sec.

system@agent-archive:~$

IDLE

OUTPUT_LOG:

[IDLE] Awaiting input. Press RUN DEMO to initialize the pipeline.

LIVE_EXECUTION_LOG // cold-outreach0 EVENTS

[STREAM] No active execution. Trigger a run to populate the log.

/SYSTEM_INTERNALS

ARCHITECTURE

SYSTEM_ARCHITECTURE

[01]Outreach Writer

/BACKEND_CONTRACT

PLUGGABLE RUNTIME

This demo serves a hardcoded fixture today. Set NEXT_PUBLIC_USE_REAL_BACKEND=true and the same UI will POST /api/beginner/cold-outreach to a real CrewAI service - no UI change required.

/TYPED_INTERFACE

runProject(COLD_OUTREACH, {
  prospect: string,
  product: string,
}) -> text