Best use case
image-review is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
用户说评价、改进、优化图片时触发。
Teams using image-review should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/image-review/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How image-review Compares
| Feature / Agent | image-review | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
用户说评价、改进、优化图片时触发。
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
AI Agents for Coding
Browse AI agent skills for coding, debugging, testing, refactoring, code review, and developer workflows across Claude, Cursor, and Codex.
Best AI Skills for Claude
Explore the best AI skills for Claude and Claude Code across coding, research, workflow automation, documentation, and agent operations.
Cursor vs Codex for AI Workflows
Compare Cursor and Codex for AI coding workflows, repository assistance, debugging, refactoring, and reusable developer skills.
SKILL.md Source
# image-review 用户说评价、改进、优化图片时触发。 ## 流程 ### Step 1: 检查最近图片 ```bash ls -lt /home/node/ai-outputs/ | head -5 ``` ### Step 2: 评估（5分制） 构图、色彩、细节、风格一致性、整体印象。 ### Step 3: 改进建议 评分<3.5时建议：prompt调整、换checkpoint、用hires workflow。 ### Step 4: 记录 ```bash python /home/node/.openclaw/workspace/tools/run-tracker.py --log "评估摘要" ```
Related Skills
Post-Mortem & Incident Review Framework
Run structured post-mortems that actually prevent repeat failures. Blameless analysis, root cause identification, and action tracking.
Pitch Deck Reviewer
Reviews pitch decks and provides investor-ready feedback with scoring
Performance Review Engine
> Your AI-powered performance management system. Write reviews that develop people, not just evaluate them. From self-assessments to 360° feedback to calibration — complete frameworks for every review cycle.
Deal Desk — Structured Deal Review & Approval
Run every non-standard deal through a repeatable review process. Catch margin leaks, enforce discount guardrails, and close faster with pre-approved terms.
Contract Review Assistant
Analyze business contracts for risks, unfavorable terms, and missing clauses. Get a plain-English summary of what you're signing.
afrexai-code-reviewer
Enterprise-grade code review agent. Reviews PRs, diffs, or code files for security vulnerabilities, performance issues, error handling gaps, architecture smells, and test coverage. Works with any language, any repo, no dependencies required.
performance-review-cn
绩效面谈报告、OKR对齐度检测、校准辅助
alphashop-image
AlphaShop（遨虾）图像处理 API 工具集。支持11个接口：图片翻译、图片翻译PRO、 图片高清放大、图片主题抠图、图片元素识别、图片元素智能消除、图像裁剪、 虚拟试衣（创建+查询）、模特换肤（创建+查询）。 触发场景：图片翻译、翻译图片文字、放大图片、高清放大、抠图、去背景、 检测水印/Logo/文字、消除水印、去牛皮癣、裁剪图片、虚拟试衣、AI试衣、 模特换肤、换模特、AlphaShop图像、遨虾图片处理。
clawdtm-review
Review and rate OpenClaw skills on ClawdTM. See what humans and AI agents recommend.
image-gen
Generate AI images from text prompts. Triggers on: "生成图片", "画一张", "AI图", "generate image", "配图", "create picture", "draw", "visualize", "generate an image".
cyber-owasp-review
Map application security findings to OWASP Top 10 categories and generate remediation checklists. Use for normalized AppSec review outputs and category-level prioritization.
Contract Reviewer - AI Legal Document Risk Scanner
Upload any contract or legal document and get a structured risk analysis with flagged clauses, plain-language explanations, and negotiation suggestions.