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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 build if you want to sanity-check artifacts before tagging.
  • Push a version tag such as v0.0.1 to 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)

Source distribution for ai-tooling 0.0.4
File Size Uploaded
ai_tooling-0.0.4.tar.gz 4.9 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for ai-tooling 0.0.4
File Interpreter ABI Platform
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.

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Release 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

Release history Release notifications | RSS feed

This release

0.0.4 This release

2 release files

0.0.3

2 release files

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