Connect Apps with Composio
ComposioHQ/awesome-claude-skills
Connects an agent to 1000+ external apps through the Composio Tool Router plugin, so it can actually send emails, create issues and post messages instead of only drafting them.
Finds GitHub projects mentioned in articles or screenshots and stars them, tracks updates to your starred repos, and builds an HTML dashboard to browse them.
SKILL.md written in Chinese; this summary is our English description.
Install GitHub Star Manager
$ npx skills add cat-xierluo/legal-skills --skill github-star-manager -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install cat-xierluo/legal-skills github-star-manager --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/cat-xierluo/legal-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/github-star-manager .claude/skills/github-star-manager && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "github-star-manager" agent skill from https://github.com/cat-xierluo/legal-skills/tree/main/skills/github-star-manager into .claude/skills/github-star-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-star-manager", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/cat-xierluo/legal-skills/tree/main/skills/github-star-managerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add cat-xierluo/legal-skills --skill github-star-manager -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install cat-xierluo/legal-skills github-star-manager --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cat-xierluo/legal-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/github-star-manager .agents/skills/github-star-manager && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "github-star-manager" agent skill from https://github.com/cat-xierluo/legal-skills/tree/main/skills/github-star-manager into .agents/skills/github-star-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-star-manager", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add cat-xierluo/legal-skills --skill github-star-manager -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install cat-xierluo/legal-skills github-star-manager --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cat-xierluo/legal-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/github-star-manager .cursor/skills/github-star-manager && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "github-star-manager" agent skill from https://github.com/cat-xierluo/legal-skills/tree/main/skills/github-star-manager into .cursor/skills/github-star-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-star-manager", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/cat-xierluo/legal-skills.git --path skills/github-star-manager--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add cat-xierluo/legal-skills --skill github-star-manager -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install cat-xierluo/legal-skills github-star-manager --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cat-xierluo/legal-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/github-star-manager .gemini/skills/github-star-manager && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "github-star-manager" agent skill from https://github.com/cat-xierluo/legal-skills/tree/main/skills/github-star-manager into .gemini/skills/github-star-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-star-manager", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install cat-xierluo/legal-skills github-star-managerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add cat-xierluo/legal-skills --skill github-star-manager -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/cat-xierluo/legal-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/github-star-manager .github/skills/github-star-manager && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "github-star-manager" agent skill from https://github.com/cat-xierluo/legal-skills/tree/main/skills/github-star-manager into .github/skills/github-star-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-star-manager", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add cat-xierluo/legal-skills --skill github-star-manager -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install cat-xierluo/legal-skills github-star-manager --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cat-xierluo/legal-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/github-star-manager .opencode/skills/github-star-manager && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "github-star-manager" agent skill from https://github.com/cat-xierluo/legal-skills/tree/main/skills/github-star-manager into .opencode/skills/github-star-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-star-manager", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
github-star-manager- GitHub stars
- 713
- Token cost
- ~2k tokens
- SKILL.md length
- 562 words
- Files
- 17 (incl. scripts, references, assets)
- Skills in repo
- 62
- Repo updated
- First seen
- Licence
- MIT
At a glance
Finds GitHub projects mentioned in articles or screenshots and stars them, tracks updates to your starred repos, and builds an HTML dashboard to browse them.
- Works in 10 steps: 对话模块：自动发现并 Star → 更新追踪 → 智能分析 → …
- Starring every GitHub project mentioned in an article or screenshot
- SKILL.md covers 简介, 何时使用, 模块说明 and 核心功能, plus 7 more sections
- Runs Python and JavaScript scripts from its folder; calls gh, pip and python; needs OPENAI_API_KEY
What it does
The skill has two parts. In conversation, it pulls GitHub repository references out of an article, a URL, a screenshot or its comment section, turns partial or vague clues into a single owner and repo using GitHub search and the repository lists under an owner, and stars the matches on your account.
The script part runs from the command line or on a schedule. It syncs your starred repositories, watches them for new versions, releases and notable commits, writes structured update reports and generates an HTML dashboard for browsing and filtering. The scripts are main.py, star_tracker.py, dashboard_generator.py, generate_categories.py and quick_export.py, with a config file, category definitions and an example .env alongside. The SKILL.md itself is written in Chinese.
When your agent uses it
- Starring every GitHub project mentioned in an article or screenshot
- Checking which starred repositories have new releases or notable commits
- Browsing and filtering a large starred list in a visual dashboard
- Monitoring release activity of libraries your project depends on
Example prompts
- “Analyze this article and star the GitHub projects it mentions.”
- “Check my starred repositories for new releases since last week.”
- “Generate the HTML dashboard of my starred projects.”
- “Find the GitHub repo shown in this screenshot and star it.”
Requirements
- Python with the packages listed in `assets/requirements.txt`
- A GitHub account that the agent can star repositories on
Workflow steps
10 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit c077fcc. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 5 files in scripts/ (Python and JavaScript), which the agent can run.
Shell commands in SKILL.md call:
ghpippythonbrewapt-get
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
github.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
OPENAI_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
GitHub Star Manager loads about 2k tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 20 tokens; SKILL.md has 562 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteRuns commands with sudoSKILL.md:118
macOS: `brew install python3`<br>Linux: `sudo apt-get install python3` | - NoteMentions a .env fileSKILL.md:125
| `python-dotenv` | 从 .env 文件加载配置 | `pip install python-dotenv` | - NoteMentions a .env fileSKILL.md:138
#### 方式 1：使用 .env 配置文件（推荐） - NoteMentions a .env fileSKILL.md:142
cp assets/.env.example .env - NoteMentions a .env fileSKILL.md:144
# 2. 编辑 .env 文件，填入你的 API 密钥
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from cat-xierluo/legal-skills at commit c077fcc, republished under its MIT licence (© cat-xierluo). 562 words, ~1,970 tokens.
Download SKILL.mdSave it as
.claude/skills/github-star-manager/SKILL.md (or your agent's skills folder). This skill also uses 16 other files; get the full folder from GitHub.- name
- github-star-manager
- description
- GitHub Star 项目管理工具，支持从内容自动发现并 Star 项目，同步追踪更新，生成可视化 Dashboard
- homepage
- https://github.com/cat-xierluo/legal-skills
- author
- 杨卫薪律师（微信ywxlaw）
- version
- 0.6.7
- license
- MIT
GitHub Star 管理器 (GitHub Star Manager)
简介
专注于 GitHub Star 项目的更新追踪与同步工具。自动检测您 Star 的项目是否有新版本、新 Release、重要 Commit 变化，并生成结构化的更新报告。
核心特色: 提供 HTML 可视化 Dashboard，快速浏览所有 Star 项目。
何时使用
本技能在以下场景下触发：
- 用户需要从内容中自动发现并 Star GitHub 项目
- 用户需要追踪 GitHub Star 项目的更新
- 用户需要监控依赖库的版本发布
- 用户需要查看项目活跃度和健康度
- 用户需要管理大量 starred 仓库
- 用户需要快速浏览和筛选 Star 项目
- 用户需要生成项目的可视化报告
模块说明
本技能包含两个模块：
| 模块 | 触发方式 | 功能 |
|---|---|---|
| 对话模块 | 对话触发 | 从内容提取项目并 Star |
| 脚本模块 | 命令行/定时任务 | 同步、Dashboard、追踪、批量管理 |
核心功能
1. 对话模块：自动发现并 Star
从各种内容来源中自动提取 GitHub 仓库引用，并在你的 GitHub 账户上 star 它们。
支持的触发方式：
- "分析这篇文章并 star 里面的项目"
- "从这张截图里找 GitHub 项目并 star"
- "Star [内容] 中提到的所有 GitHub 项目"
工作流程：
内容提取与上下文分析
- 文字/URL：使用 WebFetch 获取文章内容，解析 GitHub URL
- 截图/图片：使用图片分析 MCP 提取文字并识别项目引用
- 评论区/回复也是提取源：作者在评论区亲授的
owner/repo全称是最高优先级证据，优先于一切启发式消歧
仓库发现与智能匹配
- 模糊口述线索推理（内容里没有** GitHub URL、只有用户口述的零散线索时）**：当用户以自然语言描述项目（如"ascll simulation art console"、"8 月 24 号左右更新的"、"ID 可能含 skent"），GitHub 站内搜索通常 0 命中（关键词含 OCR 噪声、用户名被拼写截断、无完整 owner/repo）。走三步推理锚定唯一候选：
- 拆解线索为可枚举字段：① 主题关键词（项目做什么——本例"ascii simulation art console"，可拆 ascii + simulation + art + console）；② 创建/更新时间窗口（"8 月 24 号左右"→
created:2026-08-20..2026-08-28）；③ 用户名/owner 片段（"skent"→ 搜索skent找到候选 ownerskent、Skentir、skent259等）；④ 其它旁证（"近期更新"、"MIT 协议"等可加--sort=updated、license filter） - GitHub Search API 多条件缩范围：用
gh api search/repositories?q=<关键词>+created:<date-range>拿到 ≤30 条候选。若零命中放宽日期±3 天再试；若仍零命中改用关键词子集（先只搜simulation + art）让噪声筛过滤掉，再逐步加严。单字段多关键词 OR / 多字段 AND 的组合顺序决定召回：先粗后细（先 OR 让候选宽一点，再用 AND 紧），避免一开始就用ascii+simulation+art+console拼长串触发 0 命中 - 候选消歧到唯一：在候选列表上跑与"同名候选消歧"相同的证据链——亲授全称 > 语义锚定 > 衍生排除 > 创建时间匹配 > Star 数量级（仅参考）。本场景无亲授/截图，所以重点是：①
created_at落在用户口述的时间窗口内（误差 ±3 天）；②description含线索关键词（"ascii"/"simulation"/"art"/"console"任一）；③ owner 名含候选用户片段（Skent*、skent*任一前缀）。三条都满足即可定为唯一，置信度反映给用户
- 使用约束：① 不要把"用户名片段"当成"完整 owner"——它只用于 owner 候选枚举，不参与最终判定；② 时间窗口比关键词更重要——近期项目关键词噪声大，时间是更稳的锚；③ 候选命中但
created_at偏离用户口述超 ±5 天，要么放宽/收严窗口与用户核对，要么放弃。实测反例：直接搜ascii simulation art console在 8 月 24 号前后日期范围内 GitHub 站内搜索 0 命中，但按"主题 + 时间窗口 + 用户片段"三段拆解后 API 检索唯一命中——这就是本规则的必要性证据
- 拆解线索为可枚举字段：① 主题关键词（项目做什么——本例"ascii simulation art console"，可拆 ascii + simulation + art + console）；② 创建/更新时间窗口（"8 月 24 号左右"→
- 直接匹配：内容中找到的完整 GitHub URL
- 半截 URL 补全：owner 确定而 name 截断（如
mcncarl/jianyi…）时，列该 owner 名下仓库（gh api users/OWNER/repos），按名称前缀 + description 语义匹配补全（实测：jianyi…→jianying-headless，yichen…→yichen-skills） - owner 拼写修正：截图直读的 owner 404 时先怀疑 OCR 误读而非仓库不存在——按 repo 名搜索锁定真身，用星数量级与截图侧栏数字互证（实测：截图误读
webadderalorg→真身webadderallorg/Recordly，30.9k⭐ 与侧栏 20.1k 同量级确认） - 社交账号名 ↔ GitHub owner 互证：博主昵称与 owner 名常有派生关系，可作中优先级佐证（实测：抖音"耳朵"→erduo1998-cell、"姚老师"→yaojingang、"文森特"→Vincentwei1021），但不单独定论
- 改名仓库识别：内容中的旧名 404 时，查
gh api repos/旧名是否返回 301/新 full_name——GitHub API 对改名仓库自动重定向，返回的 full_name 即新名；若新仓库已在库则视为同一项目跳过（实测：erduo-hyperframes-broll → erduo-broll-loop-engineering） - 按名称搜索：当只有项目名时使用
gh search repos - 同名候选消歧（社交内容常只给项目名，同名候选多为 fork/搬运/衍生项目）。证据优先级：来源亲授全称 > 语义比对 > 排除规则 > 版本轨迹；Star 数量级只是参考信号，永不单独定论——实测反例：taste-skill 同名的 Leonxlnx 版 8.9 万⭐比目标 senlindesign 版（366⭐）高两个数量级，靠语义（"Reverse-engineer any website's design taste" 与帖内 tastelab 页面吻合）+ 作者评论区亲授全称才锁定 senlindesign 版：
- 来源亲授证据：作者/评论区给出的 owner/repo 全称直接采信，跳过其余消歧
- 语义锚定：不要只比对项目名文字——把内容展示的功能场景与各候选仓库 description 逐一比对（如"单色印刷审美"帖 ↔ "One-ink editorial print"；"英文内嵌字幕视频截图" ↔ "保留视频内嵌字幕，精确取帧生成长图"；"逆向网站设计品味" ↔ "reverse-engineer any website's design taste"）
- 衍生仓库排除：name 带
-lite/-editor/-skills等后缀、description 自述"基于上游/fork 适配/补原仓库不做的半边"的直接排除 - 版本交叉核对：内容提到版本号（如"升级到 2.0"）时，查候选仓库 releases/tags，原仓库应存在对应版本轨迹
- Star 数量级（仅参考）：多数情况下原仓库比 fork/搬运高 1–2 个数量级（mono-color-skill 3250 vs 0~3；native-subtitle-quote-image 795 vs 5/7），但同名高星同类项目随时可能推翻它——高星候选与亲授/语义证据冲突时，以后者为准
- 候选仍无法唯一确定时：不凭猜测 star，列出候选与判断依据请用户确认
- 上下文相关性验证：检查 topics、description、技术栈是否匹配
- 模糊口述线索推理（内容里没有** GitHub URL、只有用户口述的零散线索时）**：当用户以自然语言描述项目（如"ascll simulation art console"、"8 月 24 号左右更新的"、"ID 可能含 skent"），GitHub 站内搜索通常 0 命中（关键词含 OCR 噪声、用户名被拼写截断、无完整 owner/repo）。走三步推理锚定唯一候选：
检查是否已 Star
bash gh api user/starred/owner/repo 2>/dev/nullHTTP 204 = 已 star，404 = 未 star。
Star 仓库
gh repo star子命令在部分 gh 版本不存在（如 2.83.0 报 unknown command），统一用 API，幂等且跨版本可用：bash gh api -X PUT user/starred/owner/repo成功后用第 3 步的 GET 回读，204 才算完成，不要以 PUT 退出码为准。 批量任务（一次内容提取出多个仓库）时循环执行"查重→star→回读"，单个仓库失败不阻断其余，最后按第 5 步汇总成功/跳过/失败。
生成报告
- 新 star 的仓库列表
- 已 star 的仓库（跳过）
- 需人工确认的仓库
Show full SKILL.md (190 more words)Show less
2. 更新追踪
- 版本检测：检测项目的新 Release 和 Tag
- 活跃度监控：追踪最近的 Commit 活跃度
- 变更摘要：使用 AI 总结版本变更内容
4. 智能分析
- 项目摘要：自动生成项目核心功能说明
- 价值评估：分析项目与您的关注领域匹配度（高/中/低）
- 健康度指标：项目维护状态、Stars 增长趋势
5. HTML 可视化 Dashboard
- 信息密集卡片：一屏展示更多项目
- 颜色编码状态：活跃/近期更新/长期未更一目了然
- 筛选与搜索：按状态、价值、关键词过滤
- 展开详情：点击卡片查看更多信息
依赖
系统依赖
| 依赖 | 安装方式 |
|---|---|
| Python 3.8+ | macOS: brew install python3<br>Linux: sudo apt-get install python3 |
Python 包
| 包名 | 用途 | 安装命令 |
|---|---|---|
requests | HTTP 请求，调用 GitHub API | pip install requests |
python-dotenv | 从 .env 文件加载配置 | pip install python-dotenv |
openai | AI 摘要生成（可选） | pip install openai |
依赖包文件
pip install -r assets/requirements.txt使用方法
1. 环境准备
方式 1：使用 .env 配置文件（推荐）
# 1. 复制示例配置文件
cp assets/.env.example .env
# 2. 编辑 .env 文件，填入你的 API 密钥
# GITHUB_PAT=ghp_xxxxxxxxxxxxxxxxx
# OPENAI_API_KEY=sk-xxxxxxxxxxxx
# 3. 安装依赖
pip install -r assets/requirements.txt方式 2：环境变量
# 直接设置环境变量
export GITHUB_PAT="你的_github_pat_token"
export OPENAI_API_KEY="你的_openai_api_key"如何获取 GitHub PAT
- 访问 https://github.com/settings/tokens
- 点击 "Generate new token (classic)"
- 选择权限：
public_repo（访问公开仓库）- 如果需要访问私有 Star，勾选
repo
- 生成后复制 token（只显示一次！）
Token 作用：
- 无 Token：60 次/小时请求限制
- 有 Token：5000 次/小时请求限制
2. 启动 Dashboard（推荐）
# 导出数据并打开 Dashboard
# 产物固定落在技能目录 output/ 下（绝对路径，与当前工作目录无关），脚本结束时会打印完整路径
python scripts/main.py --export --user 你的用户名
open skills/github-star-manager/output/dashboard.html首次使用说明: 如果 dashboard.html 不存在，系统会自动从 assets/dashboard.example.html 复制一份。
Dashboard 功能：
- 📊 总览：总项目数、本周活跃数、新版本数
- 🔍 筛选：按状态（活跃/近期更新/长期未更）、价值（高/中）过滤
- 🔎 搜索：按项目名、描述、标签搜索
- 📦 卡片：显示项目名、描述、语言、标签、Stars、更新时间、价值评估
- 🖱️ 点击卡片：展开详细信息（创建时间、Forks、Issues、收藏理由）
- 🔗 快速跳转：点击 GitHub 图标直达项目
3. 首次同步（建立基准）
python scripts/main.py --init --user 你的用户名 --limit 50首次运行会保存所有 Star 的快照作为后续对比基准。
4. 检查更新
python scripts/main.py --check --user 你的用户名对比上次快照，生成更新报告。
5. 生成完整报告
python scripts/main.py --report --user 你的用户名 --days 7生成包含项目摘要和更新状态的完整报告。
6. 定期运行（推荐）
# 每周检查一次
python scripts/main.py --check --user 你的用户名 --weekly配置与自定义
配置文件
本技能使用以下配置文件：
| 文件 | 用途 |
|---|---|
assets/categories.yaml | 分类定义和关键词规则 |
assets/tags.json | 标签管理和别名配置 |
assets/.env.example | 环境变量模板 |
首次运行时，配置文件会自动复制到 ~/.github-star-manager/ 目录。
适用场景
- 开发者：及时了解依赖库的版本更新
- 技术爱好者：跟踪 AI/开源领域的最新动态
- 项目经理：监控竞品或相关项目的进展
与其他技能的区别
| 功能 | github-star-manager | repo-research |
|---|---|---|
| 焦点 | Star 项目发现 + 管理 + 追踪 | 单个仓库的深度研究 |
| 输出 | Dashboard + 变更摘要 | 架构分析、代码解读 |
| 用途 | 日常订阅更新 | 一次性深度调研 |
汇报格式规范
当 GitHub Star 同步任务需要汇报时，使用以下固定格式：
⭐ GitHub Stars 同步报告 — YYYY-MM-DD HH:MM
总项目数: XXX 个（±Y）
---
**🔄 仓库转移**（同一项目，owner/name 变了）
- ~~旧路径~~ → **新路径**（⭐ N）
**➕ 新增 Star (N)**
- 项目名（⭐ N）
描述（如果有）
**➖ 取消 Star (N)**
- 项目名
---
**📊 汇总**
- 新增: X 个
- 取消: Y 个
- 转移: Z 个
- 当前总数: XXX规则：
- 无变化时完全静默，不发送任何消息
- 新增和取消分开列出，清晰的 emoji 区分
- 仓库转移放在最前面（因为容易被忽略）
- 最后有汇总行，方便快速扫视
参考文档
- SKILL-GUIDE.md - 技能开发指南
- AGENTS.md - 项目协作规范
© cat-xierluo, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 16 other files (scripts, references, assets) in skills/github-star-manager of cat-xierluo/legal-skills.
- SKILL.md
- CHANGELOG.md
- LICENSE.txt
- assets/.env.example
- assets/categories.yaml
- assets/config.json
- assets/dashboard.example.html
- assets/data.example.js
- assets/requirements.txt
- assets/tags.json
- references/api-guide.md
- references/dev-guide.md
- scripts/dashboard_generator.py
- scripts/generate_categories.py
- scripts/main.py
- scripts/quick_export.py
- scripts/star_tracker.py
Open the folder on GitHubat commit c077fcc
Compare with similar skills
GitHub Star Manager next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| GitHub Star Manager this skillcat-xierluo/legal-skills | 713 | — | ~2k | Automated safety check: Notes | MIT | |
| Connect Apps with ComposioComposioHQ/awesome-claude-skills | 77k | 3 repos | ~557 | Automated safety check: Pass | None | |
| Openclaw Rpalaziobird/openclaw-rpa | 229 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Triage Security Advisoriesactivepieces/activepieces | 25k | — | ~3.9k | Automated safety check: Pass | Custom licence | |
| Superset Automatesuperset-sh/superset | 15k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Aeon Agent Setup and Managementaeonfun/aeon | 767 | — | ~9k | Automated safety check: Warn | MIT |
Similar skills
Openclaw Rpa
laziobird/openclaw-rpa
Record browser, Excel, Word & API actions once — replay without the LLM: faster, cheaper, no hallucinations.
Triage Security Advisories
activepieces/activepieces
Triage the GitHub privately-reported vulnerability backlog for Activepieces — pull repository security advisories from the Security tab, scope-check against SECURITY.md, deeply validate each…
Superset Automate
superset-sh/superset
Turns a recurring chore into a scheduled or event-triggered Superset agent, drafting its prompt, picking a target and trigger, and reviewing the first run.
Aeon Agent Setup and Management
aeonfun/aeon
Sets up and manages an Aeon agent instance that runs skills on a schedule through GitHub Actions: starting, rescheduling, debugging, editing skills and mining chat history.
Agent Workflow Automation
ruvnet/ruflo
Agent skill for workflow-automation - invoke with $agent-workflow-automation
More from cat-xierluo/legal-skills
All 62 skills in this repoElements-Style Complaint Generator
cat-xierluo/legal-skills
Converts a lawyer's ordinary complaint or a described case into the Supreme People's Court's elements-style Word template, with layout checks on the result.
Lecture Performance Review
cat-xierluo/legal-skills
Analyzes raw lecture transcripts for verbal tics, pacing, time use and promise follow-through, with optional slide-by-slide comparison and cross-session tracking.
De-AI Polish for Chinese Articles
cat-xierluo/legal-skills
Detects and rewrites machine-sounding patterns in the body text of Chinese articles while keeping the author's facts, headings and legal terms intact.
Legal Harness Initializer
cat-xierluo/legal-skills
Sets up or incrementally updates AGENTS.md and CLAUDE.md for legal professionals, with a minimal safety baseline and a check that a new session loads and follows the rules.
Moot Court Simulation Builder
cat-xierluo/legal-skills
Chinese-language skill that organizes a case file into a multi-role mock trial with judge, parties and clerk, producing a transcript, issue review and a to-strengthen list.
SVG Article Illustrator
cat-xierluo/legal-skills
Creates SVG illustrations for a Markdown article as animated SVG, static SVG or PNG files, and places them in the text at planned positions.
Related
Works with
Categories
Questions about GitHub Star Manager
What does GitHub Star Manager do?
Finds GitHub projects mentioned in articles or screenshots and stars them, tracks updates to your starred repos, and builds an HTML dashboard to browse them. The skill has two parts. In conversation, it pulls GitHub repository references out of an article, a URL, a screenshot or its comment section, turns partial or vague clues into a single owner and repo using GitHub search and the repository lists under an owner, and stars the matches on your account.
When should I use GitHub Star Manager?
GitHub Star Manager fits situations like: starring every GitHub project mentioned in an article or screenshot; checking which starred repositories have new releases or notable commits; browsing and filtering a large starred list in a visual dashboard; monitoring release activity of libraries your project depends on.
How do I install GitHub Star Manager in Claude Code?
Run `npx skills add cat-xierluo/legal-skills --skill github-star-manager -a claude-code`. Or copy the skill folder (skills/github-star-manager in cat-xierluo/legal-skills) into .claude/skills/github-star-manager in your project. Claude Code loads it when a task matches its description.
How do I install GitHub Star Manager in Codex?
Run `npx skills add cat-xierluo/legal-skills --skill github-star-manager -a codex`. Or copy the skill folder (skills/github-star-manager in cat-xierluo/legal-skills) into .agents/skills/github-star-manager in your project. Codex loads it when a task matches its description.
Can I use GitHub Star Manager in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add cat-xierluo/legal-skills --skill github-star-manager -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/github-star-manager, .gemini/skills/github-star-manager, .github/skills/github-star-manager and .opencode/skills/github-star-manager in your project.
What does GitHub Star Manager need to run?
Going by SKILL.md and its folder, GitHub Star Manager needs Python and JavaScript for the scripts in its folder, the command-line tools its instructions call (gh, pip, python, brew and apt-get) and credentials named OPENAI_API_KEY. Our summary lists: Python with the packages listed in `assets/requirements.txt`; A GitHub account that the agent can star repositories on.
Does GitHub Star Manager access the network?
SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.
Is GitHub Star Manager safe to install?
Our automated static check of SKILL.md found notes only (runs commands with sudo; mentions a .env file), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does GitHub Star Manager use?
GitHub Star Manager is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does GitHub Star Manager use?
About 2k tokens (SKILL.md is roughly 7.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 952 tokens, read only when the agent opens those files.
What are the alternatives to GitHub Star Manager?
Skills that share tags, products or a category with GitHub Star Manager: Connect Apps with Composio (ComposioHQ/awesome-claude-skills, 77k stars), Openclaw Rpa (laziobird/openclaw-rpa, 229 stars), Triage Security Advisories (activepieces/activepieces, 25k stars) and Superset Automate (superset-sh/superset, 15k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains GitHub Star Manager?
cat-xierluo (a GitHub user) maintains it in cat-xierluo/legal-skills, which has 713 GitHub stars. The repository holds 62 skills in this directory. The repository was last updated on October 7, 2026.
Source: cat-xierluo/legal-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.