crewai - 💡(How to fix) Fix Feature: ClawMoat security integration for crew agent pipelines [1 participants]

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crewAIInc/crewAI#5145Fetched 2026-04-08 01:44:53
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Code Example

from clawmoat.integrations.crewai import ClawMoatTaskGuard

# Scan all task inputs/outputs automatically
crew = Crew(
    agents=[researcher, writer],
    tasks=[research_task, write_task],
    security=ClawMoatTaskGuard(policy="strict")
)
RAW_BUFFERClick to expand / collapse

Security Integration Proposal

Hey CrewAI team — I built ClawMoat, open-source runtime security for AI agents (npm, MIT, zero deps).

After watching RSAC 2026 (live exploitation demos of every major AI agent platform) and incidents like the LiteLLM supply chain attack, I think crew-based agents need a security layer between task execution steps.

The gap

CrewAI agents hand off tasks between agents in a pipeline. Each handoff is a potential injection point — a malicious output from one agent becomes a malicious input to the next. ClawMoat can intercept at each step.

Proposed: ClawMoat Crew Task Guard

from clawmoat.integrations.crewai import ClawMoatTaskGuard

# Scan all task inputs/outputs automatically
crew = Crew(
    agents=[researcher, writer],
    tasks=[research_task, write_task],
    security=ClawMoatTaskGuard(policy="strict")
)

Open to building this as a contributed integration or keeping it as a ClawMoat-side package.

Would love to discuss the right approach: https://github.com/darfaz/clawmoat

extent analysis

Fix: Implementing ClawMoat Crew Task Guard

To address the security gap in CrewAI agents, we will implement the ClawMoat Crew Task Guard.

Fix Plan

  • Integrate ClawMoat into the CrewAI pipeline:
    • Install ClawMoat using npm: npm install clawmoat
    • Import ClawMoatTaskGuard in your CrewAI code: from clawmoat.integrations.crewai import ClawMoatTaskGuard
  • Configure the security policy:
    • Set the security policy to "strict" for automatic input/output scanning: security=ClawMoatTaskGuard(policy="strict")
  • Example code:
from clawmoat.integrations.crewai import ClawMoatTaskGuard

# Define agents and tasks
researcher = Agent()
writer = Agent()
research_task = Task()
write_task = Task()

# Create a Crew instance with ClawMoatTaskGuard
crew = Crew(
    agents=[researcher, writer],
    tasks=[research_task, write_task],
    security=ClawMoatTaskGuard(policy="strict")
)

Verification

  • Test the integration by simulating malicious input/output scenarios
  • Verify that the ClawMoatTaskGuard correctly intercepts and blocks malicious data

Extra Tips

  • Regularly review and update the security policy to ensure it remains effective against emerging threats
  • Consider contributing the integration to the ClawMoat project for broader adoption and maintenance.

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