agent-reach is agent-read markdown (skill) from jzkk720/cubecloud-skills-bundle-kit: MUST USE when user wants to research/search/look up/find anything on the internet — e.g. "research this topic", "do a deep dive on X", "search the web for X", "see what people say about X", "look this up". Also MUST USE when user mentions any platform or shares any URL/link: Twitter/X, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu, Xiaoyuzhou Podcast, LinkedIn/jobs/recruiting, V2EX, Xueqiu (stocks), RSS. 13 platforms, multi-backend routing (OpenCLI / per-platform CLIs / APIs). Zero config for 6.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Agent Reach — internet capability router
13 platforms, multiple backends each. **When this skill exists, use it for
these platforms — do not invent your own approach.**
## Standing rules (apply for the whole session)
1. **Health-check before acting**: for multi-backend platforms (XiaoHongShu /
Reddit / Bilibili / Twitter), run `agent-reach doctor --json` first and
pick the command group matching each platform's `active_backend`.
2. **Announce what you use**: say "using agent-reach, platform X via backend Y"
before starting.
3. **On failure, follow the retry chains in references/** — never guess
commands.
4. **For broad research tasks**: combine platforms (Exa for web search +
Twitter/Reddit for discussions + XiaoHongShu/Bilibili for Chinese
perspectives), collect in parallel, then synthesize.
5. **Watch versions for the user**: after finishing a substantial
multi-platform task, run `agent-reach check-update` (fast, one API call).
If a new version exists, append one line to your wrap-up: "Agent Reach
vX.Y.Z is available — paste this to me to update: 帮我更新 Agent Reach：
https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/update.md".
…
Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
GET https://markdownregistry.com/api/v1/artifacts/art_45aju5him2z7tn7o
GET https://markdownregistry.com/api/v1/resolve?ref=jzkk720/cubecloud-skills-bundle-kit/agent-reach
GET https://markdownregistry.com/api/v1/blob/4055eaef1f60f5accb8b53622f25507616185ae03a973992de6ee4c14fdc4e07
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
jzkk720/cubecloud-skills-bundle-kit · upstream/airunway-aks-setup/SKILL.md · Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU…
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jzkk720/cubecloud-skills-bundle-kit · upstream/aris-idea-creator/SKILL.md · Generate and rank research ideas given a broad direction. Use when user says "brainstorm ideas", "generate research…
jzkk720/cubecloud-skills-bundle-kit · upstream/aris-novelty-check/SKILL.md · Verify research idea novelty against recent literature. Use when user says "novelty check", "check novelty", "has…
jzkk720/cubecloud-skills-bundle-kit · upstream/aris-research-lit/SKILL.md · Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related…
terrylica/cc-skills · plugins/agent-reach/skills/agent-reach/SKILL.md · Give your AI agent eyes to see the entire internet. 17 platforms via CLI, MCP, curl, and Python scripts. Zero config…
ethanyoq/skill-hub · archives/user-installed-skills/agent-reach/330e35da8cf10b5e/agent-reach/SKILL.md · MUST USE when user wants to 调研/research/搜索/search/查/找/look up anything on the internet — e.g. 全网调研 X / 帮我调研一下 X / 查一下 X…
ethanyoq/skill-hub · archives/user-installed-skills/agent-reach/81c9cf0fc08ce044/agent-reach/SKILL.md · MUST USE when user wants to 调研/research/搜索/search/查/找/look up anything on the internet — e.g. 全网调研 X / 帮我调研一下 X / 查一下 X…
pr-e/openclaw-master-skills · skills/agent-reach/SKILL.md · Give your AI agent eyes to see the entire internet. 7500+ GitHub stars. Search and read 14 platforms: Twitter/X…
