Agent skill

Input Router

by gaotiexinqu in gaotiexinqu/OneResearchClaw

Use the input path to select the correct downstream grounding pipeline and continue execution until the selected grounding workflow is completed.

MITAuto-check passedResearch & Science

Install Input Router

skills CLI

$ npx skills add gaotiexinqu/OneResearchClaw --skill input-router -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install gaotiexinqu/OneResearchClaw input-router --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/gaotiexinqu/OneResearchClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.cursor/skills/input-router .claude/skills/input-router && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "input-router" agent skill from https://github.com/gaotiexinqu/OneResearchClaw/tree/main/.cursor/skills/input-router into .claude/skills/input-router/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "input-router", 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

$skill-installer install https://github.com/gaotiexinqu/OneResearchClaw/tree/main/.cursor/skills/input-router

Type 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.

skills CLI

$ npx skills add gaotiexinqu/OneResearchClaw --skill input-router -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install gaotiexinqu/OneResearchClaw input-router --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/gaotiexinqu/OneResearchClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.cursor/skills/input-router .agents/skills/input-router && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "input-router" agent skill from https://github.com/gaotiexinqu/OneResearchClaw/tree/main/.cursor/skills/input-router into .agents/skills/input-router/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "input-router", 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.

skills CLI

$ npx skills add gaotiexinqu/OneResearchClaw --skill input-router -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install gaotiexinqu/OneResearchClaw input-router --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/gaotiexinqu/OneResearchClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.cursor/skills/input-router .cursor/skills/input-router && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "input-router" agent skill from https://github.com/gaotiexinqu/OneResearchClaw/tree/main/.cursor/skills/input-router into .cursor/skills/input-router/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "input-router", 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

$ gemini skills install https://github.com/gaotiexinqu/OneResearchClaw.git --path .cursor/skills/input-router

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add gaotiexinqu/OneResearchClaw --skill input-router -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install gaotiexinqu/OneResearchClaw input-router --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/gaotiexinqu/OneResearchClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.cursor/skills/input-router .gemini/skills/input-router && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "input-router" agent skill from https://github.com/gaotiexinqu/OneResearchClaw/tree/main/.cursor/skills/input-router into .gemini/skills/input-router/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "input-router", 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.

GitHub CLI

$ gh skill install gaotiexinqu/OneResearchClaw input-router

Installs 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).

skills CLI

$ npx skills add gaotiexinqu/OneResearchClaw --skill input-router -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/gaotiexinqu/OneResearchClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/.cursor/skills/input-router .github/skills/input-router && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "input-router" agent skill from https://github.com/gaotiexinqu/OneResearchClaw/tree/main/.cursor/skills/input-router into .github/skills/input-router/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "input-router", 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.

skills CLI

$ npx skills add gaotiexinqu/OneResearchClaw --skill input-router -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install gaotiexinqu/OneResearchClaw input-router --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/gaotiexinqu/OneResearchClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.cursor/skills/input-router .opencode/skills/input-router && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "input-router" agent skill from https://github.com/gaotiexinqu/OneResearchClaw/tree/main/.cursor/skills/input-router into .opencode/skills/input-router/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "input-router", 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: input-router
GitHub stars: 450
Token cost: ~2.2k tokens
SKILL.md length: 985 words
Files: 1
Skills in repo: 15
Repo updated: May 9, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Use the input path to select the correct downstream grounding pipeline and continue execution until the selected grounding workflow is completed.

Works in 5 steps: inspect the input path, → determine the file type strictly by… → select the correct downstream grounding… → …
Research & Science work in your project
SKILL.md covers What This Skill Does, What This Skill Does Not Do, Routing Principle and Supported Routing Table, plus 7 more sections
Reaches arxiv.org and youtube.com

What it does

Input Router is an agent skill from gaotiexinqu/OneResearchClaw. Use the input path to select the correct downstream grounding pipeline and continue execution until the selected grounding workflow is completed.

Its SKILL.md is about 2.2k 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 Research & Science. It works with arXiv and YouTube. The repository describes itself as: Any research. One Claw. 🦞 From any materials to research with fully autonomous & skill-driven researcher. The licence is MIT.

When your agent uses it

Research & Science work in your project

Example prompts

“/input-router”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

inspect the input path,
determine the file type strictly by extension,
select the correct downstream grounding pipeline,
invoke the corresponding existing skill,
and continue until the selected downstream skill's workflow has completed.

What it can do on your machine

Read from SKILL.md and the folder at commit 37e86c6. 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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
- arxiv.org
- youtube.com
- bilibili.com
- youtu.be
- b23.tv
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

Input Router loads about 2.2k tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 985 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~40
When it runs · the whole SKILL.md, loaded when a task matches: ~2.2k

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 passed

The automated check found no risky patterns in SKILL.md.

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 gaotiexinqu/OneResearchClaw at commit 37e86c6, republished under its MIT licence (© gaotiexinqu). 985 words, ~2,203 tokens.

Download SKILL.mdSave it as .claude/skills/input-router/SKILL.md (or your agent's skills folder).

name: input-router
description: Use the input path to select the correct downstream grounding pipeline and continue execution until the selected grounding workflow is completed.

Input Router

Use this skill as the unified input entry layer for the system.

This skill is a system-level dispatcher. It does not implement document parsing, transcription, table extraction, PPT grounding, archive unpacking, or meeting summarization logic by itself.

However, it does not stop at routing analysis. After identifying the correct input type, it must immediately invoke the correct downstream skill and continue the task until that downstream grounding workflow is completed.

What This Skill Does

This skill must:

inspect the input path,
determine the file type strictly by extension,
select the correct downstream grounding pipeline,
invoke the corresponding existing skill,
and continue until the selected downstream skill's workflow has completed.

What This Skill Does Not Do

This skill must not directly implement the grounding logic that belongs to downstream skills. It must not:

transcribe audio by itself
extract content from documents by itself
parse tables by itself
ground PPTX files by itself
unpack archives by itself
write grounded.md by bypassing the downstream skill

Those tasks belong to the selected downstream skill.

Routing Principle

Route inputs strictly by file extension or URL pattern.

URL Detection (Priority 1)

If the input is a URL instead of a local file:

URL Pattern	Route To	Output Type
`arxiv.org/abs/` or `arxiv.org/pdf/`	`remote-input`	`.pdf`
`youtube.com/watch`, `youtu.be`, `youtube.com/shorts`	`remote-input`	`.mp4`/`.mkv`
`bilibili.com/video`, `b23.tv`	`remote-input`	`.mp4`/`.mkv`

URL routing workflow:

Detect URL pattern
Invoke remote-input skill to download
Use returned local path for downstream routing
- If merge_failed: true, use audio_path instead of path
Continue with extension-based routing

Note on merge failure: When remote-input returns merge_failed: true, the actual file for downstream routing is the audio file (.webm etc.), which routes to meeting-audio-grounding instead of meeting-video-grounding.

File Extension Detection (Priority 2)

For local files, route strictly by file extension:

Extension	Route To
`.mp3`, `.wav`, `.m4a`, `.webm`, `.aac`, `.ogg`	`meeting-audio-grounding`
`.mp4`, `.mov`, `.mkv`	`meeting-video-grounding`
`.pdf`, `.docx`, `.md`, `.txt`	`document-grounding`
`.xlsx`, `.csv`	`table-grounding`
`.pptx`	`pptx-grounding`
`.zip`	`archive-grounding`

Do not use filename semantics, directory names, or inferred task intent to override the extension-based mapping.

Supported Routing Table

URL Patterns (Remote Inputs)

URL Pattern	Route To	Local Output
`arxiv.org/abs/` or `arxiv.org/pdf/`	`remote-input`	PDF in `remote/arxiv/`
`youtube.com/watch`, `youtu.be`, `youtube.com/shorts`	`remote-input`	Video in `remote/youtube/`
`bilibili.com/video`, `b23.tv`	`remote-input`	Video in `remote/bilibili/`

File Extensions (Local Inputs)

Extension	Route To
`.mp3`, `.wav`, `.m4a`, `.webm`, `.aac`, `.ogg`	`meeting-audio-grounding`
`.mp4`, `.mov`, `.mkv`	`meeting-video-grounding`
`.pdf`, `.docx`, `.md`, `.txt`	`document-grounding`
`.xlsx`, `.csv`	`table-grounding`
`.pptx`	`pptx-grounding`
`.zip`	`archive-grounding`

Required Workflow

When using this skill, you must follow this workflow:

Detect input type:
- If input contains URL patterns (arxiv.org, youtube.com, youtu.be, bilibili.com, b23.tv): goto URL handling
- Otherwise: goto file handling
URL handling:
1. Match URL pattern to remote-input
2. Invoke remote-input skill
3. Receive returned local file path
4. Use the local path for downstream routing
File handling:
1. Inspect the input path
2. Determine the file extension
3. Match the extension to the routing table
4. Select the corresponding downstream skill
Continue:
1. Immediately invoke the selected downstream skill
2. Follow the downstream skill's own workflow strictly
3. Do not stop after only reporting the routing decision

URL Detection Patterns

arXiv URLs

Pattern: https?://(?:www\.)?arxiv\.org/(abs|pdf)/
Examples:
- https://arxiv.org/abs/2301.07041
- https://arxiv.org/pdf/2301.07041.pdf
- http://arxiv.org/abs/2301.07041

YouTube URLs

Pattern: https?://(?:www\.)?youtube\.com/(watch|shorts)/ or https?://youtu\.be/
Examples:
- https://www.youtube.com/watch?v=dQw4w9WgXcQ
- https://youtu.be/dQw4w9WgXcQ
- https://www.youtube.com/shorts/abc123

Bilibili URLs

Pattern: https?://(?:www\.)?bilibili\.com/video/ or https?://b23\.tv/
Examples:
- https://bilibili.com/video/BV1xx411c7JZ
- https://www.bilibili.com/video/av12345678
- https://b23.tv/abc123

Merge Failure Handling

When downloading video from URL (YouTube or Bilibili), the downloader may produce separate video and audio files instead of a merged video file (merge failure). This happens when:

The video has separate video and audio streams that couldn't be merged
Common pattern: .mp4 file without audio + .webm audio file

Show full SKILL.md (386 more words)Show less

Detection and Recovery

After remote-input downloads video content:

Check return values for merge_failed field:
- merge_failed: false → Use path as normal (video with audio)
- merge_failed: true → Use audio_path instead of path
Reroute based on actual file type:
- If audio_path is used → route to meeting-audio-grounding
- If path is used → route based on extension (video → meeting-video-grounding)

Routing After Merge Failure

When merge_failed: true, the local file is typically a pure audio file (.webm, .mp3, etc.):

Returned File Type	Route To
`.mp3`, `.wav`, `.m4a`, `.webm`, `.aac`, `.ogg`	`meeting-audio-grounding`
`.mp4`, `.mov`, `.mkv` (with audio)	`meeting-video-grounding`

Workflow Example

User: https://youtube.com/watch?v=xxx
           ↓
remote-input downloads video
           ↓
Returns: {
  "path": "video.mp4",           // video without audio
  "audio_path": "audio.webm",    // separate audio file
  "merge_failed": true
}
           ↓
Since merge_failed=true, use audio_path
           ↓
audio.webm extension → .webm
           ↓
Route to: meeting-audio-grounding

Completion Rule

The task is not complete after:

identifying the URL pattern or extension,
naming the downstream skill,
or reporting the selected pipeline.

The task is complete only after:

for URL inputs: remote-input has successfully downloaded the content
the selected downstream skill has been invoked,
its required workflow has been followed,
and the expected grounding result for that input type has been produced.

Unsupported Inputs

If the input is neither a supported URL nor a supported file extension:

report that the input is unsupported by the current router,
do not guess a pipeline,
do not force the file through an unrelated skill.

Dispatch Behavior

The router is an entry skill, not a stopping point.

For URL inputs:

do not stop after saying remote-input; run it
use the returned local path to continue routing

For audio inputs, do not stop after saying meeting-audio-grounding; run it For video inputs, do not stop after saying meeting-video-grounding; run it For document inputs, do not stop after saying document-grounding; run it For table inputs, do not stop after saying table-grounding; run it For PPT inputs, do not stop after saying pptx-grounding; run it For ZIP inputs, do not stop after saying archive-grounding; run it

Practical Meaning

From the user's perspective, this skill should behave like a unified input layer:

For URL inputs:

the user provides a URL (arxiv paper or YouTube video),
this skill downloads the content to data/raw_inputs/remote/,
the task continues through the appropriate grounding pipeline.

For local file inputs:

the user provides one input file,
this skill selects the correct downstream grounding pipeline,
and the task continues through that pipeline until grounding is actually completed.

The user should not need to manually re-enter another instruction just because the router has already identified the correct skill.

Files

Just SKILL.md in .cursor/skills/input-router of gaotiexinqu/OneResearchClaw.

Open the folder on GitHubat commit 37e86c6

Compare with similar skills

Input Router 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.

Input Router compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Input Router this skillgaotiexinqu/OneResearchClaw	450	—	~2.2k	Automated safety check: Pass	MIT	5 mo ago
Larksnap FetchAmbroseX/larksnap	291	—	~923	Automated safety check: Pass	Apache-2.0	1 mo ago
Superlearnraiyanyahya/Superlearn	122	—	~6.2k	Automated safety check: Pass	MIT	1 mo ago
Insane Searchfivetaku/gptaku-plugins-codex	128	—	~5.6k	Automated safety check: Pass	MIT	1 mo ago
Horizontal-Vertical Deep ResearchKKKKhazix/khazix-skills	21k	—	~2.1k	Automated safety check: Pass	MIT	9 days ago
Huashu Reportalchaincyf/huashu-report	447	—	~1.4k	Automated safety check: Pass	MIT	26 days ago

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Questions about Input Router

What does Input Router do?

Use the input path to select the correct downstream grounding pipeline and continue execution until the selected grounding workflow is completed. Input Router is an agent skill from gaotiexinqu/OneResearchClaw. Use the input path to select the correct downstream grounding pipeline and continue execution until the selected grounding workflow is completed.

When should I use Input Router?

Input Router fits situations like: research & Science work in your project.

How do I install Input Router in Claude Code?

Run `npx skills add gaotiexinqu/OneResearchClaw --skill input-router -a claude-code`. Or copy the skill folder (.cursor/skills/input-router in gaotiexinqu/OneResearchClaw) into .claude/skills/input-router in your project. Claude Code loads it when a task matches its description.

How do I install Input Router in Codex?

Run `npx skills add gaotiexinqu/OneResearchClaw --skill input-router -a codex`. Or copy the skill folder (.cursor/skills/input-router in gaotiexinqu/OneResearchClaw) into .agents/skills/input-router in your project. Codex loads it when a task matches its description.

Can I use Input Router 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 gaotiexinqu/OneResearchClaw --skill input-router -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/input-router, .gemini/skills/input-router, .github/skills/input-router and .opencode/skills/input-router in your project.

What does Input Router need to run?

SKILL.md names no scripts, command-line tools or credentials: Input Router is instructions for the agent only.

Does Input Router access the network?

SKILL.md names 5 domains. In commands or code: arxiv.org, youtube.com, bilibili.com, youtu.be and b23.tv; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Input Router safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Input Router use?

Input Router 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 Input Router use?

About 2.2k tokens (SKILL.md is roughly 8.8k 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 Input Router?

Skills that share tags, products or a category with Input Router: Larksnap Fetch (AmbroseX/larksnap, 291 stars), Superlearn (raiyanyahya/Superlearn, 122 stars), Insane Search (fivetaku/gptaku-plugins-codex, 128 stars) and Horizontal-Vertical Deep Research (KKKKhazix/khazix-skills, 21k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Input Router?

gaotiexinqu (a GitHub user) maintains it in gaotiexinqu/OneResearchClaw, which has 450 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on May 9, 2026.

Source: gaotiexinqu/OneResearchClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Input Router

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Input Router

What This Skill Does

What This Skill Does Not Do

Routing Principle

URL Detection (Priority 1)

File Extension Detection (Priority 2)

Supported Routing Table

URL Patterns (Remote Inputs)

File Extensions (Local Inputs)

Required Workflow

URL Detection Patterns

arXiv URLs

YouTube URLs

Bilibili URLs

Merge Failure Handling

Detection and Recovery

Routing After Merge Failure

Workflow Example

Completion Rule

Unsupported Inputs

Dispatch Behavior

Practical Meaning

Files

Compare with similar skills

Similar skills

More from gaotiexinqu/OneResearchClaw

Related

Questions about Input Router