Agent Reach Agent Skill

Routes research and web search queries across 15+ social, media, and search platforms using multi-backend tool orchestration.

Context cost
8.8k tokensestimated from the bundle, loaded when it triggers
Bundle
9 files · 35.3 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

MUST USE when user wants to 调研/research/搜索/search/查/找/look up anything on the internet — e.g. 调研 X / 搜搜 X / research this topic。Also MUST USE when user mentions any platform or shares any URL: 小红书/xiaohongshu/xhs, Twitter/推特/X, B站/bilibili, Reddit, Facebook, Instagram, V2EX, LinkedIn/领英/招聘/求职/jobs, YouTube, GitHub code search, 小宇宙播客, 雪球/股票行情, RSS feeds, or any web URL。15 platforms, multi-backend routing。NOT for: 内容加工/写操作;有专门 skill 的平台先用专门 skill。复杂场景读 references/*.md。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

agentresearchscraping

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md6.8 kB · preview
--- name: agent-reach metadata: homepage: https://github.com/Panniantong/Agent-Reach ---
8# Agent Reach — 互联网能力路由器
9
1015 平台、多后端。**本 skill 存在时必须用它访问这些平台,不要自己发明方案。**
11
12## 常驻规则(全程适用)
13
140. **便携自愈(仅当工具缺失时执行)**:本环境 agent-reach 是便携部署,凭据已持久化为
15 用户级环境变量(GROQ_API_KEY / TWITTER_AUTH_TOKEN / TWITTER_CT0 / XUEQIU_COOKIE /
16 HTTP(S)_PROXY),agent-reach 通过环境变量回退自动读取,**日常无需任何初始化**。
17 仅当出现 command not found / agent-reach 不可用 / 换了新机器时才运行:
18 ```powershell
19 powershell -ExecutionPolicy Bypass -File "D:\CODEX\deepseek\DeepSeek-Harness-Portable\data\agent-reach\bootstrap.ps1"
20 ```
21 该脚本会:自动安装缺失工具(pip/npm/winget)→ 重新持久化凭据 → 跑 doctor 验证。
22 执行后继续正常工作即可。
231. **动手前先体检**:多后端/登录态平台(小红书/Reddit/B站/Twitter/Facebook/Instagram)先跑
24 agent-reach doctor --json。active_backend 有值时按它选命令组;active_backend: null
25 表示 Doctor 为避免触发浏览器 Cookie 读取或远端写入而没有做实时验证,不代表后端不存在。
26 只有用户任务明确需要该平台时,才按对应 reference 的只读命令手动验证。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md482 words
Files9
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈140
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
8,685
on trigger
The instruction body and 8 supporting files, read only when the skill fires.
4.4%
of a 200k window
Ten skills this size would take about 44% of the window before you open a file.
050k100k150k200k context window

8.8k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

9 files, 35.3 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md6.8 kB
  • SKILL_en.md6.7 kB
  • references/career.md0.7 kB
  • references/dev.md1.4 kB
  • references/finance.md1.5 kB
  • references/search.md1.1 kB
  • references/social.md10.5 kB
  • references/video.md5.5 kB
  • references/web.md1.1 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 9 files you can review in full before installing.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Agent Reach · 8.8k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/vink77aaaa-agent-reach/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/agent-reach" ] && { [ ! -e .claude/skills/agent-reach ] || { mv .claude/skills/agent-reach "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/agent-reach" .claude/skills/ && echo "Installed .claude/skills/agent-reach"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add vink77aaaa/agent-reach

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/agent-reach/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/vink77aaaa-agent-reach/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/agent-reach" ] && { [ ! -e ~/.claude/skills/agent-reach ] || { mv ~/.claude/skills/agent-reach "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/agent-reach" ~/.claude/skills/ && echo "Installed ~/.claude/skills/agent-reach" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/agent-reach/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencevink77aaaa/agent-reach

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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