`crewai eval` reads `.crewai/last_run.json` — the record crewAI writes
when a traced run's spans reach Wharf — and asks AMP to evaluate that
run: POST /crewai_plus/api/v1/tracing/evaluations with the execution id,
sending the saved `crewai login` when there is one and nothing otherwise.
AMP answers with an evaluation id and a URL; the command prints the URL,
opens it, waits for the verdict and prints it (goal gate and the four
grades), exit 1 only when the evaluation itself failed. `--run
EXECUTION_ID` evaluates another run.
With no traced run recorded it offers to turn tracing on for the project
(`CREWAI_TRACING_ENABLED=true` in .env, set_key so nothing else in the
file moves) and run the crew now with `crewai run`; without a terminal, or
declined, it prints the three steps instead. A run that leaves no record
behind is explained, never guessed at.
AMP's refusals are printed in its own words: a run that needs an account
(401 account_required), a refused credential (then `crewai login`), a run
AMP does not hold (404), rate limiting (429 with Retry-After), and any
other status with AMP's message. The two AMP calls live on the CLI's
PlusAPI subclass, so no crewai-core release is needed.
Who may evaluate what is AMP's decision, not the command's: an anonymous
run once without an account, then it needs one; a run traced while logged
in for that organization's members; a deployment execution for members
who may see its traces.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Inline agent and crew actions can now use repository-backed agents
without duplicating role, goal, and backstory in each definition.
Examples:
* `agent.with.from_repository: support_specialist`
* `crew.with.agents.researcher.from_repository: researcher`
`PlusAPI.get_agent` now uses the shared synchronous request path so
project loaders can fetch repository agents without nested event loops.
* Update crewAI CLI with various enhancements and fixes
- Updated `create_json_crew.py` to require `crewai[tools]>=1.14.7`.
- Enhanced `git.py` with improved repository initialization, including automatic initial commit creation and exclusion patterns for initial commits.
- Modified `install_crew.py` to allow error handling during installation with an optional `raise_on_error` parameter.
- Expanded `plus_api.py` to include methods for creating and updating crews from ZIP files.
- Introduced a new `archive.py` for creating deployable ZIP archives of CrewAI projects, ensuring local artifacts are excluded.
- Updated `run_crew.py` to manage JSON crew dependencies and run crews in the project's environment.
- Enhanced deployment logic in `main.py` to handle ZIP uploads and improve user feedback during deployment processes.
- Added tests for new functionalities and ensured existing tests reflect recent changes in behavior and requirements.
* fix(cli): address deploy zip review feedback
* fix(cli): sync missing lockfile before deploy
* fix(cli): preserve remote deploy on git setup warnings
* test(cli): use single deploy main import style
* fix(cli): skip project install for json crew sync
* fix(cli): load json runner from source checkout
* fix(cli): skip json crew sync when locked
* fix(cli): address deploy zip review feedback
* fix(cli): pass env on zip redeploy
* fix(cli): harden json run and zip fallback
* fix(cli): validate before deploy lock install
* fix(cli): respect poetry lock for json runs
* fix(cli): align json zip wrapper detection
* fix(deps): bump starlette audit floor
* fix(cli): avoid auth retry for deploy exits
* fix(cli): update json zip script entrypoints
