CrewAI

Record a crew's tool calls as CommitLayer actions before the tools run.

pip install 'commitlayer-integrations[crewai]'
export COMMITLAYER_API_KEY=spk_...     # a recorder key

from commitlayer import Client
from commitlayer_integrations.tools import ToolRecorder
import commitlayer_crewai

recorder = ToolRecorder(Client(agent_id="ops-crew"), MAPPING)   # MAPPING: tool name -> contract, subject, params
commitlayer_crewai.install(recorder)                            # registers a before_tool_call hook
result = crew.kickoff()
verdict = recorder.wait("refund:order_10231")                   # the completion gate

install registers CrewAI's before_tool_call hook with a function that records the mapped calls from the hook context's tool_name and tool_input and returns None, so no call is ever blocked. tools=[...] and agents=[...] narrow the hook the way CrewAI's own decorator does; uninstall(recorder) removes it. The tool's result is never sent to CommitLayer.

The mapping format is documented in commitlayer_integrations.tools.