gpt-image2-prompt-director SKILL.md skillA
gpt-image2-prompt-director from hanzhangzzz/agent-skills-zh is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hanzhangzzz/agent-skills-zh/gpt-image2-prompt-director@git:20260901.4d9bf39Pins git:20260901.4d9bf39 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hanzhangzzz/agent-skills-zh
- Path
gpt-image2-prompt-director/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260901.4d9bf39, committed Sep 1, 2026
- First version recorded
- May 9, 2026
- Size
- 6,101 bytes
- Repository stars
- 1
- License
- MIT
Turn a weak idea into a high-impact GPT image2 (gpt-image-2) generation brief: prompt director workflows, idea generation, visual prompt frameworks, artifact specs for avatars, sticker/emoji packs, infographics, platform covers, posters and product shots, plus benchmark evaluation against an expert prompt set. Use when the user wants to create, improve, repair or systematically evaluate image generation prompts, or says $gpt-image2-prompt-director, 生图提示词, 图片提示词优化, 头像提示词, 表情包, 信息图提示词, 海报提示词…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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. …
Read the whole file at its exact version.
How to install
mdr add hanzhangzzz/agent-skills-zh/gpt-image2-prompt-director@sha256:9249b910148964bbThe line at the top of this page pins the label git:20260901.4d9bf39, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_vpwrcnorxgwhqpyq)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 9, 2026 and Sep 1, 2026, about one every 114 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260901.4d9bf39 latest | 2026-09-01 | 4d9bf39 | 6,101 B | A | view · diff |
| git:20260509.b4e62ee | 2026-05-09 | b4e62ee | 5,771 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6101 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hanzhangzzz/agent-skills-zh · 1 stars · license MIT · pushed 2026-10-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vpwrcnorxgwhqpyq GET https://markdownregistry.com/api/v1/resolve?ref=hanzhangzzz/agent-skills-zh/gpt-image2-prompt-director GET https://markdownregistry.com/api/v1/blob/9249b910148964bb724ef8e8a7f33967fa4be0ce86d0f1c59044cfc291397230
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.