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hebertzhuhebertzhu/agent-foundry/skills/imagegen/SKILL.md

imagegen

Skill0 starsChanged 8 months agoMITView on GitHub

Use when the user wants to generate, edit, or batch-produce images via the OpenAI Image API; prefer the bundled `scripts/image_gen.py`, require `OPENAI_API_KEY`, and make the generate-vs-edit intent explicit before running.

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46 other projects use a version of this.

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Projects with it also use send-user-message, tinyagi-admin and 10 more.

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Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
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The file

We split this skill into the rules it gives an agent

4 rules. 0 are common, 2 are distinctive, and 2 are very specific to this project.

  • 0

    Common

    Most of the 41 edited versions we read keep these.

  • 2

    Distinctive

    This author's own choices. Worth a look.

  • 2

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Use for generating new images, editing existing images, inpainting, background work, and batch image production.

    line 9
  2. Very specific:

    Prefer the bundled scripts/image_gen.py so runs stay reproducible and easy to rerun.

    line 14
  3. Very specific:

    Do not ask the user to paste OPENAI_API_KEY into chat.

    line 26
  4. Distinctive:

    Do not invent new creative requirements that were not requested or clearly implied.

    line 27

“Common” is measured: kept by at least 6 in 10 of the 41 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Image Generation

Intent

  • Use for generating new images, editing existing images, inpainting, background work, and batch image production.

Default operating pattern

  1. Decide whether the request is generate, edit, or batch before choosing flags or output paths.
  2. Collect the concrete constraints up front: prompt, exact text, required style, invariants, avoid list, and any input images or masks.
  3. Prefer the bundled scripts/image_gen.py so runs stay reproducible and easy to rerun.
  4. For edit flows, explicitly list what must stay unchanged so the output does not drift away from the source asset.
  5. Validate the result against the user's actual use case, then iterate with one targeted change at a time.

Bundled helper

  • scripts/image_gen.py handles OpenAI Image API generation, edits, and batches.

Pack fit

  • Included in: docs-media
  • Best for teams that want reusable media generation workflows rather than one-off prompts.

Boundary

  • Do not ask the user to paste OPENAI_API_KEY into chat; ask them to set it locally.
  • Do not invent new creative requirements that were not requested or clearly implied.

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