gpt-image2-prompt-directorlisted

# GPT Image2 Prompt Director Create high-quality GPT image2 prompts from weak ideas, or evaluate generated prompts against the archived Xiaoxiaodong expert prompt benchmark. ## Default Workflow 1. Identify the input mode: - **Weak idea**: one theme, title, object, phrase, image concept, or product. - **No idea**: user only gives identity, platform, or goal; first generate candidate ideas. - **Prompt repair**: user provides an existing prompt; evaluate and revise it. - **Evaluation**: user asks to run or inspect the benchmark. 2. Load [references/prompt-framework.md](references/prompt-framework.md) when generating or repairing prompts. 3. If the idea feels ordinary, avatar/IP-like, UI-like, or product-like, also load [references/artifact-spec-framework.md](references/artifact-spec-framework.md). First choose the artifact container before writing the prompt. 4. For avatar, profile-picture, sticker, emoji, meme, or expression-pack tasks, also load [references/avatar-expression-framework.md](references/avatar-expression-framework.md). Treat the output as a reusable identity asset or expression system, not as a generic portrait. 5. Generate one complete final prompt, plus 2-3 optional creative directions when useful. 6. Before finalizing, check the prompt has: - role positioning - anti-definition - input contract - internal planning - content planning - visual system - anti-failure constraints - output spec - self-check 7. If the user asks