processfork-crewai 1.0.0

ProcessFork memory adapter for CrewAI ≥0.130 — time-travel debugging across crew runs.

processfork-crewai

ProcessFork memory adapter for CrewAI ≥0.130. Replaces CrewAI's stock CrewMemory with a ProcessFork-backed implementation; every crew step becomes a .pfimg you can time-travel through.

Install

pip install "processfork-crewai[crewai]"

Use

from crewai import Crew
from processfork_crewai import ProcessForkMemory

crew = Crew(
    agents=[researcher, writer, editor],
    memory=ProcessForkMemory(store="~/.processfork", crew_id="ml-blogpost"),
    tasks=[...],
)

result = crew.kickoff()

# Time-travel:
crew.memory.checkout("sha256:...pre-edit")

Captures:

• All three agents' message histories into the trace blob.
• Tool-call ledgers (web-search, file-write, etc.).
• The output_files/ directory each task writes to (world.fs).

See agent_docs/integration-crewai.md for the spec.