AI Tooling
| Package | Description | CLI | Required Env Vars |
|---|---|---|---|
ai_tooling.generate_image_description |
Generates a short, structured README description for a Docker image by summarizing its build context and querying the OpenAI Responses API. | poetry run generate-image-description |
OPENAI_API_KEY |
Repo Skills
update-readme-subpackages
Refreshes the README.md package table by scanning ai_tooling, reading discovered subpackages, and matching Poetry CLI scripts from pyproject.toml.
Invoke it by asking Codex to use $update-readme-subpackages, for example: Use $update-readme-subpackages to refresh the README package table.
Release Workflow
GitHub Actions publishes releases from Git tags that match v*.
- Build locally with
poetry buildif you want to sanity-check artifacts before tagging. - Push a version tag such as
v0.0.1to trigger.github/workflows/publish.yml. - The workflow builds the wheel and sdist, attaches them to a GitHub Release, and publishes them to PyPI.
Metadata
Release files for ai-tooling 0.0.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| ai_tooling-0.0.4.tar.gz | 4.9 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ai_tooling-0.0.4-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 11.9 kB
Release files / ai_tooling-0.0.4.tar.gz
| Download URL | ai_tooling-0.0.4.tar.gz |
|---|---|
| Size | 4.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
615220a422ce68dee885033a3fe166d78f45eb74f95fd34211178e199066e6d4
|
|
BLAKE2b-256 checksum How to use checksums |
bb8645ed324998c8ef19d39743be86096d08066bd341c85bf81104345596145d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 28, 2026.
Transparency logRelease files / ai_tooling-0.0.4-py3-none-any.whl
| Download URL | ai_tooling-0.0.4-py3-none-any.whl |
|---|---|
| Size | 7.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
1e2d1fa042334ddafc81f6f40555d78a4afe1d5270ea55e4008c5a3395fda511
|
|
BLAKE2b-256 checksum How to use checksums |
ccfbdd020710c592857c3b3907d70a6b03e13083e301264bfbc061226696104c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 28, 2026.
Transparency log