gpt-imagelisted

# 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. ## Requirements - Python 3.11+ with `openai>=1.55`. - Pillow for chroma-key background removal only. - `OPENAI_API_KEY` for the default OpenAI endpoint. C