AI Team crewai Content Untested multi-agent free

Writing Draft — CrewAI

Draft a clear first pass from notes — then stop for human edit. No fake claims or invented metrics. (CrewAI multi-agent Python sketch for one job.)

Id: crewai/writing-draft · Slug: writing-draft · Status: Untested · Untested on this machine — recipe reviewed for safety (no secrets, no destructive commands, no auto-spend). Mark tested after you run it locally.

What is this

AI Team for CrewAI. Draft a clear first pass from notes — then stop for human edit. No fake claims or invented metrics. (CrewAI multi-agent Python sketch for one job.)

How this runtime fits

This CrewAI sketch is a AI Team implementation typed as AI Team in the catalog. Where roles coordinate, it is fair to call it an agent team or multi-agent system — not a swarm.

Parent AI Team: writing-draft · What is an AI Team?

What it does

Draft a clear first pass from notes — then stop for human edit. No fake claims or invented metrics. (CrewAI multi-agent Python sketch for one job.)

Who for

Builders working on Content jobs who can run CrewAI themselves.

Works with

Need to run

You will run this locally or on infra you control.
No production credentials in prompts or committed files.
Python 3.10+
CrewAI in a venv
Local or keyed LLM endpoint with budget awareness

How to use

Create a venv; install CrewAI (pin versions yourself).
Configure a local OpenAI-compatible base URL when possible.
Save crew_writing_draft.py and run: python crew_writing_draft.py
Replace PASTE_EXAMPLE_IN with your real input.
Read Pass/Fail gate output before trusting the draft.

Limitations

Not a substitute for professional legal, medical, or investment advice.
Outputs can be wrong; human review required before publish or spend.
Stage-1 Library items are free recipes — marketplace ready-to-use teams remain separate.
Do not attach billing cloud LLM nodes without a human budget check.

Test status

Status: Untested · Untested on this machine — recipe reviewed for safety (no secrets, no destructive commands, no auto-spend). Mark tested after you run it locally.

Files

crew_writing_draft.py — CrewAI agents + tasks
requirements-hint.txt — Suggested packages (pin yourself)

Full prompt / config / code

# crew_writing_draft.py — Writing Draft (CrewAI)
# Safety: local/OpenAI-compatible endpoint preferred. No keys in source.
# pip install crewai  (pin versions yourself)

from crewai import Agent, Task, Crew, Process

SYSTEM = """You are a first-draft writer. Goal: clear prose from notes — then stop.

RULES:
- Do not invent quotes, customers, metrics, or legal claims.
- Mark gaps as [NEED FACT].
- Keep tone plain. Prefer short paragraphs.
- One draft only; wait for human edit directions.

OUTPUT:
1) Working title
2) Draft body
3) [NEED FACT] list
4) Suggested next edit pass"""

GOAL = "Draft a clear first pass from notes \u2014 then stop for human edit. No fake claims or invented metrics."

lead = Agent(
    role="Writing Draft lead",
    goal=GOAL,
    backstory="Local BotShelf operator. One job, then stop. No spend. No destructive tools.",
    allow_delegation=False,
    verbose=False,
)

reviewer = Agent(
    role="Quality gate",
    goal="Check the lead output against the required sections; list gaps only.",
    backstory="Pedantic reviewer. Does not invent facts.",
    allow_delegation=False,
    verbose=False,
)

produce = Task(
    description=(
        "Follow SYSTEM strictly.\n\nSYSTEM:\n" + SYSTEM +
        "\n\nUSER INPUT:\n{user_input}"
    ),
    expected_output="Complete Writing Draft structured result.",
    agent=lead,
)

gate = Task(
    description=(
        "Verify the previous result has all required sections. "
        "Return Pass/Fail + missing sections. Do not rewrite creatively."
    ),
    expected_output="Pass/Fail and gap list.",
    agent=reviewer,
)

crew = Crew(
    agents=[lead, reviewer],
    tasks=[produce, gate],
    process=Process.sequential,
)

def run(user_input: str) -> str:
    return str(crew.kickoff(inputs={"user_input": user_input}))

if __name__ == "__main__":
    print(run("PASTE_EXAMPLE_IN"))

Example in

Notes: announce Build Library stage 1. Free. Local AI. Not replacing marketplace teams. Soft CTA to sell/fork.
Audience: AI builders

Example out

Title: Build Library stage 1 is on the shelf
Draft: BotShelf Vampire now has a free Build Library for local AI users…
[NEED FACT]: exact item count at publish
Next edit: tighten CTA; keep marketplace distinction.

Model / runtime notes

Two-agent crew (produce + gate). Keep tools disabled unless you add read-only tools on purpose.

Canonical Team

Parent: writing-draft · implementation_id: crewai/writing-draft

GitHub source

teams/writing-draft/crewai · commit eb87e8e049fdf9908e438305ff827c7b617505b5 · license: free-use-at-own-risk

Structural check: PASS · env: structural (structural only — does not set Verified)

Related Library items

Related marketplace Team pages

Soft thematic links only — not identity merges. Marketplace Teams ≠ Library AI Team records.

Use Write (marketplace Team page — separate entity)
GPT Draft (marketplace Team page — separate entity)