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Review follow-ups from @lucasgomide:
- Type flow helpers as Flow[Any] (via TYPE_CHECKING import) instead of Any and
drop the defensive getattr chains — _definition is a typed PrivateAttr and
name/suppress_flow_events are typed fields, so attribute access is safe.
- Replace the silent `except Exception: pass` blocks with logger.debug(...,
exc_info=True) so unexpected failures are diagnosable in the field
(_flow_method_types, _flow_uses_human_feedback, suppress_flow_events toggle).
- Flow-vs-crew naming: the flow worker now uses group="flow" (was the
misleading "crew"), and the shared completion/failure handlers report the
run with an entity-aware noun ("flow" vs "crew") via _run_noun.
Deferred (separate PR): the os._exit(130) hard-kill on user quit is kept as-is
to match the existing crew convention (run_crew._run_json_crew).
Tests: test_flow_done_uses_flow_wording_for_unfinished_tool; existing crew
wording tests unchanged.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RBYGqJHC2TMC6fonFziuuh
crewai-cli
CLI for CrewAI — scaffold, run, deploy and manage AI agent crews without installing the full framework.
Installation
pip install crewai-cli
This pulls in crewai-core (shared utilities) but not the crewai framework
itself, so commands that don't need a crew loaded — crewai version,
crewai login, crewai org list, crewai config *, crewai traces *,
crewai create, crewai template * — work standalone.
Commands that load a user's crew or flow (crewai run, crewai train,
crewai test, crewai chat, crewai replay, crewai reset-memories,
crewai deploy push, crewai tool publish) require crewai to be installed
in the project's environment. They print a clear error if it is missing.
To install both at once:
pip install crewai[cli]