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Ai Prompt Optimizer Cn V1.1
by
huyong2023
· GitHub ↗
· v1.1.0
402
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0
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Install in OpenClaw
/install ai-prompt-optimizer-cn-v1-1
Description
AI绘画提示词优化器 v1.1 | 新增：图片反推提示词、提示词收藏库、参数调优、对比测试。支持Midjourney/SD/DALL-E优化、风格转换、批量生成。
README (SKILL.md)
AI绘画提示词优化器 v1.1 🎨
智能优化AI绘画提示词，支持图片反推、参数调优、对比测试、批量生成。
🆕 v1.1 新增功能
🖼️ 图片反推提示词
用户: 分析这张图片的提示词
用户: 从图片生成提示词
用户: 这张图是怎么生成的
反推功能：
- 上传图片自动分析
- 识别风格、构图、光影
- 生成相似提示词
- 支持Midjourney/SD格式
💾 提示词收藏库
用户: 保存这个提示词
用户: 收藏优秀提示词
用户: 查看我的收藏
收藏库功能：
- 按风格分类收藏
- 搜索已收藏提示词
- 一键使用收藏
- 分享收藏库
⚙️ 参数精细调优
用户: 调整分辨率
用户: 修改采样器参数
用户: 优化生成参数
可调参数：
- 分辨率 (512-4096)
- 采样器 (Euler/DPM/DDIM)
- 步数 (20-150)
- CFG Scale (1-30)
- 种子值
- 负面提示词
🔄 提示词对比
用户: 对比这两个提示词
用户: A/B测试
用户: 哪个效果更好
对比功能：
- 并排对比效果
- 差异高亮显示
- 效果评分对比
- 推荐最优版本
🎨 风格混合
用户: 混合动漫和油画风格
用户: 赛博朋克+水彩
用户: 创建风格组合
混合功能：
- 多风格权重调整
- 实时预览混合效果
- 保存混合方案
- 风格推荐
🎯 原有核心功能
📝 提示词优化
用户: 优化这个提示词：一个美丽的女孩
🎨 风格转换（10+种）
📦 批量生成
💰 付费方案
| 版本 | 价格 | 功能 |
|---|---|---|
| 免费版 | ¥0 | 每天5次优化 |
| 基础版 | ¥9.9/月 | 每天50次 + 收藏库 |
| Pro版 | ¥29.9/月 | 无限 + 反推 + 参数调优 |
| 企业版 | ¥99/月 | 批量 + API + 风格混合 |
让AI绘画更专业 🎨 v1.1
Usage Guidance
Before installing or using this skill, ask the publisher for concrete implementation details: where and how uploaded images are analyzed (local vs external API, and which host), where favorites and saved prompt libraries are stored and how sharing works, how effect-scoring is calculated, and which payment provider and API endpoints back the paid tiers. Do not upload sensitive images or secrets until you understand the storage and transmission policy. If the skill later adds an install script or declares environment variables/endpoints, review those carefully (look for external URLs, IPs, or shorteners) and prefer skills that publish a privacy policy, a backend domain, or source code you can audit. Because the registry package is instruction-only and lacks these details, treat it as untrusted for any sensitive data until the author supplies clear storage, network, and billing details.
Capability Analysis
Type: OpenClaw Skill
Name: ai-prompt-optimizer-cn-v1-1
Version: 1.1.0
The skill bundle describes an AI painting prompt optimizer. All files, including the `SKILL.md` instructions, align with the stated purpose of optimizing AI image generation prompts, managing them, and analyzing images. There is no evidence of data exfiltration, malicious execution, persistence, or prompt injection attempts designed to subvert the agent for harmful purposes. The example user prompts are functional and directly related to the skill's features, such as image analysis and prompt adjustments.
Capability Assessment
Purpose & Capability
Name and description align with the SKILL.md content: it aims to optimize image-generation prompts, support reverse-prompting from images, parameter tuning, A/B comparison, style mixing, and a favorites library. However, several claimed capabilities (image analysis, effect scoring, batch generation, paid tiers/API) typically require external services, storage, or runtime components that are not declared here.
Instruction Scope
SKILL.md instructs the agent to accept uploaded images, '自动分析' them, save and share a '收藏库', and perform A/B comparisons and scoring—but gives no instructions on where images or saved prompts are stored, what endpoints (if any) are used for image analysis or scoring, or how sharing is implemented. It also does not constrain where data may be transmitted, which is a privacy and coherence concern.
Install Mechanism
No install spec or code files are present; this is instruction-only, so nothing will be written to disk or installed by the registry. That reduces immediate execution risk, but it also means implementation details (storage, network calls) are unspecified.
Credentials
The skill requests no environment variables or credentials, yet describes paid plans, an 'API' in the Enterprise plan, and features that normally need backend services (image processing, storage, sharing). The absence of declared endpoints/credentials is inconsistent with the claimed functionality and leaves unanswered where sensitive data and payments would be handled.
Persistence & Privilege
The skill claims persistent features (favorites library, saved mix schemes, sharing), but there is no declaration of config paths, storage buckets, or other persistence mechanisms. The skill does not request always:true or other elevated privileges, which is good, but the missing persistence design is a gap that should be resolved.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ai-prompt-optimizer-cn-v1-1 - After installation, invoke the skill by name or use
/ai-prompt-optimizer-cn-v1-1 - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
v1.1.0 introduces major new features for AI绘画提示词优化器：
- 图片反推提示词：上传图片自动分析并生成相关提示词
- 提示词收藏库：保存、分类、搜索与分享优秀提示词
- 参数精细调优：分辨率、采样器、步数、CFG等参数细致可调
- 提示词对比测试：并排对比生成效果并自动评分
- 风格混合：多种AI绘画风格实时权重混合与推荐
- 整体优化Midjourney、SD、DALL-E等平台提示词适配
Metadata
Frequently Asked Questions
What is Ai Prompt Optimizer Cn V1.1?
AI绘画提示词优化器 v1.1 | 新增：图片反推提示词、提示词收藏库、参数调优、对比测试。支持Midjourney/SD/DALL-E优化、风格转换、批量生成。 It is an AI Agent Skill for Claude Code / OpenClaw, with 402 downloads so far.
How do I install Ai Prompt Optimizer Cn V1.1?
Run "/install ai-prompt-optimizer-cn-v1-1" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Ai Prompt Optimizer Cn V1.1 free?
Yes, Ai Prompt Optimizer Cn V1.1 is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Ai Prompt Optimizer Cn V1.1 support?
Ai Prompt Optimizer Cn V1.1 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Ai Prompt Optimizer Cn V1.1?
It is built and maintained by huyong2023 (@huyong2023); the current version is v1.1.0.
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