Agent Reach
Panniantong/Agent-Reach
Routes web research and platform lookups across 16 sites, including Twitter, Reddit, YouTube, Bilibili, Xiaohongshu and GitHub, through one command-line tool.
用 AutoCLI 二进制驱动用户已登录的 Chrome 抓取 Twitter/X、知乎、Bilibili、Reddit 等 55+ 站点
Install Browser Scrape
$ npx skills add ChanningLua/prax-agent --skill browser-scrape -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ChanningLua/prax-agent browser-scrape --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/ChanningLua/prax-agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/prax/skills/browser-scrape .claude/skills/browser-scrape && 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 "browser-scrape" agent skill from https://github.com/ChanningLua/prax-agent/tree/main/src/prax/skills/browser-scrape into .claude/skills/browser-scrape/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "browser-scrape", 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/ChanningLua/prax-agent/tree/main/src/prax/skills/browser-scrapeType 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 ChanningLua/prax-agent --skill browser-scrape -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ChanningLua/prax-agent browser-scrape --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ChanningLua/prax-agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/prax/skills/browser-scrape .agents/skills/browser-scrape && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "browser-scrape" agent skill from https://github.com/ChanningLua/prax-agent/tree/main/src/prax/skills/browser-scrape into .agents/skills/browser-scrape/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "browser-scrape", 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 ChanningLua/prax-agent --skill browser-scrape -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ChanningLua/prax-agent browser-scrape --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ChanningLua/prax-agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/prax/skills/browser-scrape .cursor/skills/browser-scrape && 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 "browser-scrape" agent skill from https://github.com/ChanningLua/prax-agent/tree/main/src/prax/skills/browser-scrape into .cursor/skills/browser-scrape/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "browser-scrape", 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/ChanningLua/prax-agent.git --path src/prax/skills/browser-scrape--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 ChanningLua/prax-agent --skill browser-scrape -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ChanningLua/prax-agent browser-scrape --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ChanningLua/prax-agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/prax/skills/browser-scrape .gemini/skills/browser-scrape && 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 "browser-scrape" agent skill from https://github.com/ChanningLua/prax-agent/tree/main/src/prax/skills/browser-scrape into .gemini/skills/browser-scrape/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "browser-scrape", 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 ChanningLua/prax-agent browser-scrapeInstalls 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 ChanningLua/prax-agent --skill browser-scrape -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ChanningLua/prax-agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/prax/skills/browser-scrape .github/skills/browser-scrape && 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 "browser-scrape" agent skill from https://github.com/ChanningLua/prax-agent/tree/main/src/prax/skills/browser-scrape into .github/skills/browser-scrape/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "browser-scrape", 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 ChanningLua/prax-agent --skill browser-scrape -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ChanningLua/prax-agent browser-scrape --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ChanningLua/prax-agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/prax/skills/browser-scrape .opencode/skills/browser-scrape && 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 "browser-scrape" agent skill from https://github.com/ChanningLua/prax-agent/tree/main/src/prax/skills/browser-scrape into .opencode/skills/browser-scrape/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "browser-scrape", 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
browser-scrape- GitHub stars
- 273
- Token cost
- ~587 tokens
- SKILL.md length
- 159 words
- Files
- 1
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- MIT
At a glance
用 AutoCLI 二进制驱动用户已登录的 Chrome 抓取 Twitter/X、知乎、Bilibili、Reddit 等 55+ 站点
- Works in 4 steps: 安装 AutoCLI Rust 二进制：参见… → 装 autocli Chrome 扩展（仓库 README 里有下载链接和加载步骤） → 保持 Chrome 运行并在目标站点处于登录态 → …
- Tasks that involve Web scraping
- SKILL.md covers 前置要求（由用户完成一次即可）, 能力范围, 常用命令（按频次排序） and 典型抓取流程, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Browser Scrape is an agent skill from ChanningLua/prax-agent. 用 AutoCLI 二进制驱动用户已登录的 Chrome 抓取 Twitter/X、知乎、Bilibili、Reddit 等 55+ 站点
Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Data & Analytics, covering Web scraping. It works with X (Twitter), Bilibili and Reddit. The repository describes itself as: Self-improving agent runtime that learns from experience — test-verify-fix loops, correction detection, cross-project memory, multi-model orchestration. The licence is MIT.
When your agent uses it
- Tasks that involve Web scraping
Example prompts
- “/browser-scrape”
Requirements
- Pre-approved tools (allowed-tools): Bash, Write, Read, Glob
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 安装 AutoCLI Rust 二进制：参见 https://github.com/nashsu/AutoCLI（单文件 ~4.7MB，无运行时依赖）
- 装 autocli Chrome 扩展（仓库 README 里有下载链接和加载步骤）
- 保持 Chrome 运行并在目标站点处于登录态
- autocli doctor 应报告 OK
What it can do on your machine
Read from SKILL.md and the folder at commit 19d016b. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
BashWriteReadGlob
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Browser Scrape loads about 587 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 159 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.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Bash, Write, Read, Glob
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); files beside SKILL.md are not scanned.
SKILL.md
The full file from ChanningLua/prax-agent at commit 19d016b, republished under its MIT licence (© ChanningLua). 159 words, ~587 tokens.
Download SKILL.mdSave it as
.claude/skills/browser-scrape/SKILL.md (or your agent's skills folder).- name
- browser-scrape
- description
- 用 AutoCLI 二进制驱动用户已登录的 Chrome 抓取 Twitter/X、知乎、Bilibili、Reddit 等 55+ 站点
- allowed-tools
- Bash, Write, Read, Glob
- triggers
- 抓取, 爬取, 登录态, Chrome, scrape, 推文, timeline, hot, 热榜, zhihu, bilibili, twitter, X, reddit, autocli
- tags
- browser, scraping, data-collection, autocli
- priority
- 7
浏览器抓取技能（AutoCLI）
复用用户本机 Chrome 的登录态抓取需要登录的站点（推特/X、知乎、Bilibili、Reddit、小红书等 55+ 平台）。不需要 cookie 配置、不需要 API key。
前置要求（由用户完成一次即可）
- 安装 AutoCLI Rust 二进制：参见 https://github.com/nashsu/AutoCLI（单文件 ~4.7MB，无运行时依赖）
- 装 autocli Chrome 扩展（仓库 README 里有下载链接和加载步骤）
- 保持 Chrome 运行并在目标站点处于登录态
autocli doctor应报告OK
如果 autocli doctor 失败，先提醒用户修复前置条件，不要继续抓取。
能力范围
AutoCLI 在 Prax 里通过普通 Bash 工具调用——它不是 MCP server，只是一个 CLI。只要 PATH 里能找到 autocli，任何 Prax agent 都能用。
常用命令（按频次排序）
# 诊断（第一次使用必跑）
autocli doctor
# 推特/X
autocli twitter timeline --limit 20 --format json
autocli twitter search --query "AI safety" --limit 10 --format json
# 知乎
autocli zhihu hot --limit 20 --format json
# Bilibili
autocli bilibili hot --limit 10 --format json
# Reddit
autocli reddit subreddit --name "MachineLearning" --limit 15 --format json
# 任意网页文章（不走登录态）
autocli read https://example.com/article --format md
autocli read https://example.com/article --format text -o /tmp/article.txt--format json|md|text|yaml|csv任选；编程任务优先json，归档任务用md--limit N控制条数autocli --help查所有子命令；单平台用autocli twitter --help
典型抓取流程
用户让我"抓今天 X 上 AI 相关点赞 top 10 存到 Obsidian"，我的动作：
autocli doctor确认前置条件autocli twitter timeline --limit 50 --format json拉最近推文- 本地过滤（按关键词/点赞数），用 Write 工具存到
.prax/vault/ai-news-hub/YYYY-MM-DD/下 - 每条一个 markdown 文件，header 带
tweet_id / author / likes / url / scraped_at - 完成后总结文件路径给用户
产出约定（配合 knowledge-compile 技能）
- 目录命名：
.prax/vault/<topic>/YYYY-MM-DD/（方便 Obsidian 按日期归档） - 文件命名：
<source>-<id>.md，例如twitter-17xxx.md - 文件 frontmatter：至少包含
source / url / scraped_at，供下游knowledge-compile编译 wiki 用 - 原始 JSON 保留：把
autocli ... --format json的原始输出同步存一份到raw/<source>-<stamp>.json，便于溯源
边界与禁区
- 不要用 AutoCLI 做 写操作（发帖/点赞/关注）除非用户明确要求；无脑批量操作会导致账号封禁
- 不要把登录 cookie 或扩展私钥外传
- 被站点频控或返回异常时先停下来报告，不要循环重试——可能会触发风控
配合其他技能
- 抓完 →
knowledge-compile把散文件整理成 wiki - 每天定时运行 →
cron里配prax cron add用本技能 - 出成品 →
Notify工具把结果推到飞书/邮箱
© ChanningLua, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in src/prax/skills/browser-scrape of ChanningLua/prax-agent.
Open the folder on GitHubat commit 19d016b
Compare with similar skills
Browser Scrape 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 |
|---|---|---|---|---|---|---|
| Browser Scrape this skillChanningLua/prax-agent | 273 | — | ~587 | Automated safety check: Notes | MIT | |
| Agent ReachPanniantong/Agent-Reach | 93k | — | ~1.4k | Automated safety check: Pass | MIT | |
| bb-browser Site Commands for OpenClawepiral/bb-browser | 6.2k | — | ~1k | Automated safety check: Pass | MIT | |
| Opinions Crawlerinfometa/workbuddyskills | 342 | — | ~2.2k | Automated safety check: Pass | None | |
| Pp Apifymvanhorn/printing-press-library | 2.1k | — | ~6.4k | Automated safety check: Notes | Apache-2.0 | |
| Funding Signal Monitorgooseworks-ai/goose-skills | 1.2k | 1 repos | ~2.3k | Automated safety check: Pass | MIT |
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Pp Apify
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Related
Works with
Categories
Questions about Browser Scrape
What does Browser Scrape do?
用 AutoCLI 二进制驱动用户已登录的 Chrome 抓取 Twitter/X、知乎、Bilibili、Reddit 等 55+ 站点. Browser Scrape is an agent skill from ChanningLua/prax-agent.
When should I use Browser Scrape?
Browser Scrape fits situations like: tasks that involve Web scraping.
How do I install Browser Scrape in Claude Code?
Run `npx skills add ChanningLua/prax-agent --skill browser-scrape -a claude-code`. Or copy the skill folder (src/prax/skills/browser-scrape in ChanningLua/prax-agent) into .claude/skills/browser-scrape in your project. Claude Code loads it when a task matches its description.
How do I install Browser Scrape in Codex?
Run `npx skills add ChanningLua/prax-agent --skill browser-scrape -a codex`. Or copy the skill folder (src/prax/skills/browser-scrape in ChanningLua/prax-agent) into .agents/skills/browser-scrape in your project. Codex loads it when a task matches its description.
Can I use Browser Scrape 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 ChanningLua/prax-agent --skill browser-scrape -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/browser-scrape, .gemini/skills/browser-scrape, .github/skills/browser-scrape and .opencode/skills/browser-scrape in your project.
What does Browser Scrape need to run?
SKILL.md names no scripts, command-line tools or credentials: Browser Scrape is instructions for the agent only. Its frontmatter pre-approves these tools: Bash, Write, Read, Glob.
Does Browser Scrape 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 Browser Scrape safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Browser Scrape use?
Browser Scrape is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Browser Scrape use?
About 587 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Browser Scrape?
Skills that share tags, products or a category with Browser Scrape: Agent Reach (Panniantong/Agent-Reach, 93k stars), bb-browser Site Commands for OpenClaw (epiral/bb-browser, 6.2k stars), Opinions Crawler (infometa/workbuddyskills, 342 stars) and Pp Apify (mvanhorn/printing-press-library, 2.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Browser Scrape?
ChanningLua (a GitHub user) maintains it in ChanningLua/prax-agent, which has 273 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on September 11, 2026.
Source: ChanningLua/prax-agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.