jeval v0.1.2 — the distribution is jeval-cli
Install
uvx --from git+https://github.com/rlaope/jeval@v0.1.2 jeval demo # nothing installedpip install https://github.com/rlaope/jeval/releases/download/v0.1.2/jeval_cli-0.1.2-py3-none-any.whlThe PyPI distribution is jeval-cli: pip install jeval installs an unrelated project owned by
another account. The jeval command is unchanged.
Hand it to an agent
Install jeval (
uvx --from git+https://github.com/rlaope/jeval jeval --help), find where my
classifier's decisions are logged, describe that shape in.jeval/ingest-map.yaml, run
jeval report, and show me the report file.
- Machine-readable entry point: llms.txt
- The playbook it follows: docs/agent-setup.md
What comes out
| Artifact | What it answers | Who reads it |
|---|---|---|
report.html — one self-contained file |
Are the confidences trustworthy, where do they break, what does the threshold in use cost? | the human |
thresholds.yaml |
The threshold to deploy, with a bootstrap interval | your application |
labels.csv |
Which decisions, labeled next, buy the most certainty | whoever has the answers |
calibration-*.yaml |
An optional correction map, exported only when the gain is real | your application |
Verified
490 tests, ruff + mypy clean, CI green on 3.10 / 3.11 / 3.12. Installed from this release's wheel
into a clean virtualenv, jeval demo produced a 257 KB report with no external references.