# CrewAI multi-agent workflow preflight proof

**Named segment:** teams using CrewAI / `crewAIInc/crewAI` or CrewAI-style multi-agent workflows before they connect repo files, tools, API credentials, task runners, package scripts, or deployment workflows to autonomous crews.

**Public target evidence captured this pulse:** `crewAIInc/crewAI` at https://github.com/crewAIInc/crewAI has 54,995 GitHub stars and was last updated `2026-07-06T09:18:41Z`. Description observed: "Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.".

## Why this buyer should care before checkout

CrewAI projects often mix agents, tools, LLM providers, and task automation in the same repository. The free scanner gives a local, shareable preflight receipt before a crew touches package scripts, `.env`-adjacent paths, workflow files, tool/MCP definitions, or deployment commands.

## 60-second local proof

1. Run the free lite scanner before expanding a CrewAI task from demo data into a real repo.
2. Attach the generated Markdown receipt to the task, issue, PR, or runbook where crew access is being authorized.
3. Use the Green / Yellow / Red output to decide whether the free receipt is enough or whether to buy the paid starter pack for repeatable command hooks, review comments, and handoff templates.

## Buy / skip trigger for CrewAI teams

- **Green:** keep using the free scanner and paste the receipt into the CrewAI task/runbook.
- **Yellow or Red:** buy the $7 starter pack at https://payhip.com/b/1nmxV when the repo includes checked-in agent config, package scripts, deploy workflows, tool/API connector definitions, or secret-adjacent environment paths that need a repeatable preflight command and review comment.

## Copy/paste receipt example

```text
CrewAI workflow preflight: ran ai_agent_safety_lite.py before granting a crew repo/tool scope.
Result: Yellow — package scripts plus workflow/API connector config detected.
Action: require repo preflight hook + review comment before autonomous crew tasks touch the real repository.
Paid trigger: buy the $7 pack only if this Yellow/Red receipt needs repeatable commands/templates.
```

## Privacy and trust posture

The free proof stays local: no private code, secrets, API keys, or repository contents need to be sent to the seller. Buyers can verify the public source first at the GitHub repo, then use the paid pack only when they want the packaged hook/template workflow.