GPT Image Executor

Execution-only runbook for GPT Image generation and editing. Use the packaged CLI; do not reimplement image API code.

Responsibility boundary

• Accept the prompt or edit instruction produced by the user or an upstream workflow.
• Do not browse prompt examples, invent an art direction, compare creative concepts, or rewrite the prompt semantically.
• Apply only backend-required formatting and parameter mapping. If a required execution input is missing or contradictory, ask one concise question.
• Generate or edit images only through this skill's packaged CLI.
• Do not create a new SDK wrapper or ad-hoc generation script unless the user explicitly asks to modify this repository.

Operating loop

1. Classify operation: generate, edit, inpaint, multi-reference, or chroma-key background removal.
2. Preflight without mutation: verify the CLI, Python 3.11+, required packages, input files, output destination, and credential availability.
3. Map execution parameters: pass the supplied prompt unchanged in meaning; select endpoint flags, size, quality, count, format, and output path from explicit requirements or conservative defaults.
4. Execute via CLI: call the packaged command directly.
5. Report: return output path(s), material flags or defaults, and actionable API errors.