Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/cherryhq/cherry-studio/gh-pr-reviewnpx skills add CherryHQ/cherry-studio --skill gh-pr-reviewgit clone --depth 1 https://github.com/CherryHQ/cherry-studioWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00147 | $0.03298 |
| Opus 5 | $0.00073 | $0.01649 |
| Sonnet 5 | $0.00029 | $0.00660 |
| Haiku 4.5 | $0.00015 | $0.00330 |
Grade A, and why
gh-pr-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
The source is not reproduced here
Licensed AGPL-3.0
The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
What ships with it
11 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- agents/openai.yaml 247 B
- references/checklist-evolution.md 4.7 KB
- references/cherry-review-guidance.md 37 KB
- references/code-checklist.md 10 KB
- references/consumer-review.md 7.4 KB
- references/diagnosis.md 2.6 KB
- references/doc-checklist.md 3.8 KB
- references/judgment-matrix.md 6.8 KB
- references/local-review.md 6.4 KB
- references/pr-review.md 17 KB
- references/teams-review.md 19 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 258 lines · 147 tokens per session scan A 2a8c3611696c
gh-pr-review is a skill published in the GitHub repository CherryHQ/cherry-studio (51,258 stars, last pushed yesterday), licensed AGPL-3.0. It adds 147 tokens to every session and 3,298 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
pptgen-drawio
根据论文或汇报内容生成多页 Draw.io 格式 PPT,支持论文答辩与通用汇报两种模式,自动导出为 .pptx。当用户提到论文答辩 PPT、答辩幻灯片、通用 PPT、汇报 PPT、根据模板生成 PPT、drawio2pptx 时使用。.
create-skill
Guides users through creating effective Agent Skills for Cursor. Use when the user wants to create, write, or author a new skill, or asks about skill structure, best practices, or SKILL.md format.
wechat-article-writer
公众号/自媒体全流程。根据用户表述自动匹配:撰写文章、封面图、正文插图、风格提取。支持多种写作风格。当用户提到写公众号、技术博客、公众号封面、正文插图、步骤图、演示图、流程示意、分析写作风格、克隆文风、模仿爆款、提取风格时使用。详见 reference 目录。.
drawio-diagram
为深度学习模型、网络架构、算法流程等生成标准 Draw.io (.drawio) 格式的可视化图表;支持从零生成与风格迁移两种模式。从零生成:模型架构图、流程图、感受野示意图等;风格迁移:参考图 + 内容描述/项目 → 按参考图风格生成新图。确保 XML 格式正确,可直接在 Draw.io 中打开编辑。.
skill-prompt-convert
在 Skill(SKILL.md)与 Prompt(聊天框指令)两种格式之间相互转换。支持 Skill→Prompt 与 Prompt→Skill 双向转换,保持核心信息零丢失。当用户提到 Skill 转 Prompt、Prompt 转 Skill、格式互转、SKILL.md 转换时使用。.
frontend-design
创建具有高设计品质、可交付生产的前端界面。当用户要求构建 Web 组件、页面、海报或应用(如官网、落地页、仪表盘、React/Vue 组件、HTML/CSS 布局,或对任意 Web UI 进行样式/美化)时使用本技能。产出有创意、打磨到位且避免「AI 通用审美」的代码与界面设计。.