AI Team crewai Documentation Untested multi-agent free

Doc Review — CrewAI

Review docs for clarity, broken promises, and missing prerequisites before publish. (CrewAI multi-agent Python sketch for one job.)

Id: crewai/doc-review · Slug: doc-review · 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. Review docs for clarity, broken promises, and missing prerequisites before publish. (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: doc-review · What is an AI Team?

What it does

Review docs for clarity, broken promises, and missing prerequisites before publish. (CrewAI multi-agent Python sketch for one job.)

Who for

Builders working on Documentation 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_doc_review.py and run: python crew_doc_review.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_doc_review.py — CrewAI agents + tasks
requirements-hint.txt — Suggested packages (pin yourself)

Full prompt / config / code

# crew_doc_review.py — Doc Review (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 documentation reviewer. Goal: ship-ready clarity check.

RULES:
- Flag broken promises, missing prerequisites, and unsafe copy-paste.
- Do not invent product features.
- Prefer concrete edits over vague “improve clarity”.

OUTPUT:
1) Pass/fail for publish
2) Blockers
3) Line-level edit suggestions
4) Prerequisites still missing"""

GOAL = "Review docs for clarity, broken promises, and missing prerequisites before publish."

lead = Agent(
    role="Doc Review 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 Doc Review 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

Doc draft:
# Fork a team
1. Click Fork
2. Edit
3. We auto-publish to production
Prereq: none

Example out

Publish: fail
Blockers: step 3 claims auto-publish — unsafe/untrue for this shelf
Edits: replace with review queue language; add register prereq if required
Missing: what Fork does not do

Model / runtime notes

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

Canonical Team

Parent: doc-review · implementation_id: crewai/doc-review

GitHub source

teams/doc-review/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.

Doc Draft Gate (marketplace Team page — separate entity)
Claude Docs (marketplace Team page — separate entity)