lls-jimeng-image-editing-coach SKILL.md skillA

lls-jimeng-image-editing-coach from philrobinluo/ai-coevolution-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add philrobinluo/ai-coevolution-skills/lls-jimeng-image-editing-coach@git:20260728.7cf7926

Pins git:20260728.7cf7926 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
philrobinluo/ai-coevolution-skills
Path
skills/lls-jimeng-image-editing-coach/SKILL.md
Versions recorded
3
Latest version
git:20260728.7cf7926, committed Jul 28, 2026
First version recorded
Jul 28, 2026
Size
6,023 bytes
Repository stars
4
License
a license file GitHub does not identify

指导用户在即梦等图片编辑工具中基于原图做局部替换、扩图、消除、背景调整、风格统一和版本对比。用于用户希望保留主体身份、产品结构或构图,只修改明确区域时;必须先备份原图、建立保留项与修改项,使用小范围遮罩和单变量迭代,再按边缘、光影、结构、文字与隐私逐项验收。.

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

<!-- workbuddy-install: published; slug: lls-jimeng-image-editing-coach -->
## 在 WorkBuddy 中找到并安装

**Skill slug:`lls-jimeng-image-editing-coach`**

在 WorkBuddy 新会话粘贴:

```text
请按 https://skillhub.cn/install/skillhub.md 检查 SkillHub,搜索 `lls-jimeng-image-editing-coach`;仅在 slug 完全一致时安装到 `~/.workbuddy/skills/`。安装后读取 `~/.workbuddy/skills/lls-jimeng-image-editing-coach/SKILL.md`,核对 name、version 和实际路径,然后新开会话触发该 Skill。
```

也可以打开左侧「技能」→「添加技能 / 查找技能」,搜索 `lls-jimeng-image-editing-coach` 后安装;界面文字可能随 WorkBuddy 版本变化。

# 罗老师即梦图片编辑教练

## 与文生图的区别

图片编辑的目标不是“重新生成一张差不多的图”,而是:

- 明确保留什么;
- 只改变指定区域;
- 保持人物、产品、透视、光线和构图连续;
- 每次修改可以比较、撤回和验收。

## 一、建立编辑任务单

```text
原图用途:
最终尺寸/比例:
必须保留:
允许变化:
本轮只修改:
禁止出现:
参考图:
验收重点:
```

### 必须保留

人物身份、脸部特征、商品形态、Logo、文字、机位、主体姿势、品牌颜色等。

### 本轮修改

一次只选择一个主要目标,例如:

- 删除背景路人;
- 把天空改成傍晚;
- 扩展画面右侧;
- 替换服装颜色;
- 修复手部;
- 将背景改成简洁展台。

“全部变高级”需要拆成光线、背景、色彩、材质等可检查任务。

## 二、保存可回退版本

- 复制原图,不覆盖唯一文件;
- 文件名包含版本和编辑目标;
- 保留未经压缩的原始尺寸;
- 每轮输出新版本,不连续覆盖;
- 记录参考图、遮罩和提示词。

## 三、选择编辑方式

### 局部重绘

适合删除、替换、修复局部。遮罩覆盖目标和少量融合边缘,不要把整个人物或商品全部圈入。

### 扩图

先确定新画幅和主体位置,再描述需要延展的空间、透视、光源和纹理;分方向逐次扩展比一次扩大数倍更稳定。

### 参考图编辑

说明参考图只控制什么:姿势、服装、色彩、材质或场景。不要默认同时复制身份、构图和风格。

### 整体风格调整
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add philrobinluo/ai-coevolution-skills/lls-jimeng-image-editing-coach@sha256:0e7060ce2fb62cc9

The line at the top of this page pins the label git:20260728.7cf7926, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_j7izvtszqx5v76v5.svg)](https://markdownregistry.com/a/art_j7izvtszqx5v76v5)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, all committed on Jul 28, 2026.

versioncommittedcommitsizeaudit
git:20260728.7cf7926 latest2026-07-28 7cf7926 6,023 BA view · diff
v1.1.02026-07-28 e2edbd3 5,768 BA view · diff
git:20260728.377ff552026-07-28 377ff55 5,598 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (6023 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

philrobinluo/ai-coevolution-skills · 4 stars · license a license file GitHub does not identify · pushed 2026-09-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_j7izvtszqx5v76v5
GET https://markdownregistry.com/api/v1/resolve?ref=philrobinluo/ai-coevolution-skills/lls-jimeng-image-editing-coach
GET https://markdownregistry.com/api/v1/blob/0e7060ce2fb62cc931b9a920e6068724c27d684ff3e4490ea7b4aab55d9233d4

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.

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