mr-salticidae/knowledge-base · 08_对外分发/AI视频工作流_学员包/skills/aigc-prompt-optimizer/SKILL.md

aigc-prompt-optimizer skillA

aigc-prompt-optimizer is agent-read markdown (skill) from mr-salticidae/knowledge-base: 把口语化或模糊的 AIGC 创作需求，优化成适合具体工具的专业提示词；支持 prompt battle / 比赛主题发散、Midjourney 出图反馈、二选一选图、视觉问题诊断与迭代改写，并补全构图意图层。支持图片工具（Midjourney、gpt-image、DALL-E、SD、SeaDream）和视频工具（Seedance、Sora、Runway、Kling 等）。当用户说"帮我优化 prompt"、"把这个需求改成 MJ prompt"、"生成 Seedance 提示词"、"prompt battle"、"这张图哪里不好"、"二选一"、"我想做一张/一个视频..."时触发。.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add mr-salticidae/knowledge-base/aigc-prompt-optimizer@v1.5
Exact content
mdr add mr-salticidae/knowledge-base/aigc-prompt-optimizer@sha256:e66595ffcb28031a

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_nfcubbovzokg36pm.svg)](https://markdownregistry.com/a/art_nfcubbovzokg36pm)

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Versions

versioncommittedcommitsizeaudit
v1.5 latest2026-06-27 55f4475 15,902 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (15902 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

GitHub

mr-salticidae/knowledge-base · 27 stars · license NOASSERTION · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nfcubbovzokg36pm
GET https://markdownregistry.com/api/v1/resolve?ref=mr-salticidae/knowledge-base/aigc-prompt-optimizer
GET https://markdownregistry.com/api/v1/blob/e66595ffcb28031a5466e3d6c7584a1e01af0f7089d8112826d1a1adca1a28fe

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.