Knowledge Search
dataelement/bisheng
Search the user's knowledge bases and knowledge spaces (企业知识库检索).
Domain expert routing. An agent skill from Harryoung/efka.
Install Expert Routing
$ npx skills add Harryoung/efka --skill expert-routing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Harryoung/efka expert-routing --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/Harryoung/efka.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/expert-routing .claude/skills/expert-routing && 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 "expert-routing" agent skill from https://github.com/Harryoung/efka/tree/main/skills/expert-routing into .claude/skills/expert-routing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "expert-routing", 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/Harryoung/efka/tree/main/skills/expert-routingType 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 Harryoung/efka --skill expert-routing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Harryoung/efka expert-routing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Harryoung/efka.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/expert-routing .agents/skills/expert-routing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "expert-routing" agent skill from https://github.com/Harryoung/efka/tree/main/skills/expert-routing into .agents/skills/expert-routing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "expert-routing", 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 Harryoung/efka --skill expert-routing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Harryoung/efka expert-routing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Harryoung/efka.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/expert-routing .cursor/skills/expert-routing && 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 "expert-routing" agent skill from https://github.com/Harryoung/efka/tree/main/skills/expert-routing into .cursor/skills/expert-routing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "expert-routing", 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/Harryoung/efka.git --path skills/expert-routing--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 Harryoung/efka --skill expert-routing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Harryoung/efka expert-routing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Harryoung/efka.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/expert-routing .gemini/skills/expert-routing && 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 "expert-routing" agent skill from https://github.com/Harryoung/efka/tree/main/skills/expert-routing into .gemini/skills/expert-routing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "expert-routing", 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 Harryoung/efka expert-routingInstalls 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 Harryoung/efka --skill expert-routing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Harryoung/efka.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/expert-routing .github/skills/expert-routing && 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 "expert-routing" agent skill from https://github.com/Harryoung/efka/tree/main/skills/expert-routing into .github/skills/expert-routing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "expert-routing", 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 Harryoung/efka --skill expert-routing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Harryoung/efka expert-routing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Harryoung/efka.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/expert-routing .opencode/skills/expert-routing && 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 "expert-routing" agent skill from https://github.com/Harryoung/efka/tree/main/skills/expert-routing into .opencode/skills/expert-routing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "expert-routing", 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
expert-routing- GitHub stars
- 104
- Token cost
- ~325 tokens
- SKILL.md length
- 110 words
- Files
- 2
- Skills in repo
- 6
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Domain expert routing. An agent skill from Harryoung/efka.
- Works in 4 steps: Identify domain → Determine the domain… → Query expert → Get expert information… → Notify expert → Send message to expert… → …
- Condition: No results in 6-stage retrieval
- SKILL.md covers Applicable Scenarios, Quick Workflow, Domain Identification Examples and Detailed Workflow
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Expert Routing is an agent skill from Harryoung/efka. Domain expert routing. When the knowledge base cannot answer user questions, find and notify the corresponding expert based on the question domain. Only available in IM mode. Trigger condition: No results in 6-stage retrieval.
Its SKILL.md is about 330 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `WORKFLOW.md`).
It sits in Knowledge Management, covering Knowledge bases. The repository describes itself as: AI-powered knowledge management without vector embeddings. Built upon Claude Agent SDK, File system based, Agent driven. Maybe slower, but results are much more reliable! The licence is Apache-2.0.
When your agent uses it
- Condition: No results in 6-stage retrieval
- Tasks that involve Knowledge bases
Example prompts
- “/expert-routing”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Identify domain → Determine the domain based on question semantics
- Query expert → Get expert information from domain_experts.xlsx
- Notify expert → Send message to expert with user question
- Notify user → Inform user that expert has been contacted
What it can do on your machine
Read from SKILL.md and the folder at commit 9e6d3a4. 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
No URLs in SKILL.md.
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
Expert Routing loads about 325 tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 110 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 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 Harryoung/efka at commit 9e6d3a4, republished under its Apache-2.0 licence (© Harryoung). 110 words, ~325 tokens.
Download SKILL.mdSave it as
.claude/skills/expert-routing/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- expert-routing
- description
- Domain expert routing. When the knowledge base cannot answer user questions, find and notify the corresponding expert based on the question domain. Only available in IM mode. Trigger condition: No results in 6-stage retrieval.
Domain Expert Routing
Automatically route questions to domain experts when the knowledge base cannot answer user questions.
Applicable Scenarios
- User question has no answer in knowledge base
- Question belongs to a specific domain requiring professional response
- Only available in IM mode (WeCom/Feishu/DingTalk)
Quick Workflow
- Identify domain → Determine the domain based on question semantics
- Query expert → Get expert information from domain_experts.xlsx
- Notify expert → Send message to expert with user question
- Notify user → Inform user that expert has been contacted
Domain Identification Examples
| Question Keywords | Domain |
|---|---|
| Salary/wage/adjustment | Compensation & Benefits |
| Leave/attendance/clock-in | Attendance Management |
| Onboarding/new employee/training | Recruitment & Training |
| Contract/labor/resignation | Employee Relations |
Detailed Workflow
For complete expert routing workflow, see WORKFLOW.md
© Harryoung, Apache-2.0. 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 1 other file in skills/expert-routing of Harryoung/efka.
- SKILL.md
- WORKFLOW.md
Open the folder on GitHubat commit 9e6d3a4
Compare with similar skills
Expert Routing 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 |
|---|---|---|---|---|---|---|
| Expert Routing this skillHarryoung/efka | 104 | — | ~325 | Automated safety check: Pass | Apache-2.0 | |
| Knowledge Searchdataelement/bisheng | 12k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Capture Conversationoutline/outline | 41k | — | ~474 | Automated safety check: Pass | Custom licence | |
| Find And Citeoutline/outline | 41k | — | ~537 | Automated safety check: Pass | Custom licence | |
| Xhs Virtual Productchenjin-cmd/xhs-virtual-product | 729 | — | ~862 | Automated safety check: Pass | MIT | |
| OpenkbVectifyAI/OpenKB | 4.8k | 1 repos | ~2k | Automated safety check: Warn | Apache-2.0 |
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Capture Conversation
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Find And Cite
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Answer questions from the Outline knowledge base with quotes and links to the source documents; use when the user asks what the team knows, documented, or decided about a topic.
Xhs Virtual Product
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This skill helps plan, select, produce, and market Xiaohongshu (RED) virtual/digital products — templates, knowledge bases, test tools, study materials.
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Turns books, PDFs, slides and web pages into a source-grounded knowledge base and an interactive learning page in English or Chinese, with quizzes, relationship maps and reusable methodology notes.
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Related
Categories
Questions about Expert Routing
What does Expert Routing do?
Domain expert routing. An agent skill from Harryoung/efka. Expert Routing is an agent skill from Harryoung/efka. Domain expert routing.
When should I use Expert Routing?
Expert Routing fits situations like: condition: No results in 6-stage retrieval; tasks that involve Knowledge bases.
How do I install Expert Routing in Claude Code?
Run `npx skills add Harryoung/efka --skill expert-routing -a claude-code`. Or copy the skill folder (skills/expert-routing in Harryoung/efka) into .claude/skills/expert-routing in your project. Claude Code loads it when a task matches its description.
How do I install Expert Routing in Codex?
Run `npx skills add Harryoung/efka --skill expert-routing -a codex`. Or copy the skill folder (skills/expert-routing in Harryoung/efka) into .agents/skills/expert-routing in your project. Codex loads it when a task matches its description.
Can I use Expert Routing 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 Harryoung/efka --skill expert-routing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/expert-routing, .gemini/skills/expert-routing, .github/skills/expert-routing and .opencode/skills/expert-routing in your project.
What does Expert Routing need to run?
SKILL.md names no scripts, command-line tools or credentials: Expert Routing is instructions for the agent only.
Does Expert Routing access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Expert Routing 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 Expert Routing use?
Expert Routing is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Expert Routing use?
About 325 tokens (SKILL.md is roughly 1.3k 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 Expert Routing?
Skills that share tags, products or a category with Expert Routing: Knowledge Search (dataelement/bisheng, 12k stars), Capture Conversation (outline/outline, 41k stars), Find And Cite (outline/outline, 41k stars) and Xhs Virtual Product (chenjin-cmd/xhs-virtual-product, 729 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Expert Routing?
Harryoung (a GitHub user) maintains it in Harryoung/efka, which has 104 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on March 16, 2026.
Source: Harryoung/efka on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.