Agent skill

Tanyuan Search

by infometa in infometa/workbuddyskills

腾讯探元文博检索工具集(Agentic RAG)。封装两个 HTTP API 为 Node.js 脚本,由 Agent 依据问题特征选择工具并构造 query: - search-relics(文物/世界遗产数据库 NL→SQL):适合结构化事实的详情、列表、统计与排行查询 -…

No licenceAuto-check passedAI & LLM Engineering

Install Tanyuan Search

skills CLI
$ npx skills add infometa/workbuddyskills --skill tanyuan-search -a claude-code

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

GitHub CLI
$ gh skill install infometa/workbuddyskills tanyuan-search --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/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/experts/tanyuan-cultural-heritage-expert/skills/tanyuan-search .claude/skills/tanyuan-search && 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/

Facts

Skill name
tanyuan-search
GitHub stars
348
Token cost
~1.2k tokens
SKILL.md length
212 words
Files
4 (incl. scripts, references)
Skills in repo
218
Repo updated
First seen
Licence
None found

At a glance

腾讯探元文博检索工具集(Agentic RAG)。封装两个 HTTP API 为 Node.js 脚本,由 Agent 依据问题特征选择工具并构造 query: - search-relics(文物/世界遗产数据库 NL→SQL):适合结构化事实的详情、列表、统计与排行查询 -…

  • Works in 2 steps: scripts/search-relics.js — 文物 / 世界遗产结构化检索 → scripts/search-knowledge.js — 文博知识向量检索
  • Tasks that involve REST APIs
  • SKILL.md covers 运行要求, 工具怎么选(Agentic RAG), 脚本清单 and 参考资料, plus 1 more section
  • Runs JavaScript scripts from its folder; calls node

What it does

Tanyuan Search is an agent skill from infometa/workbuddyskills. 腾讯探元文博检索工具集(Agentic RAG)。封装两个 HTTP API 为 Node.js 脚本,由 Agent 依据问题特征选择工具并构造 query: - search-relics(文物/世界遗产数据库 NL→SQL):适合结构化事实的详情、列表、统计与排行查询 - search-knowledge(关键词+向量语义检索):适合开放/语义问题(背景/原因/工艺/故事/鉴赏/对比论证/攻略/研学) 触发词:文物 / 查文物 / 馆藏 / 朝代 / 年号 / 青铜器 / 瓷器 / 出土 / 世界遗产 / 入选年份 / 评定标准 / 濒危 / 背后故事 / 工艺 / 历史 / 对比 / 参观 / 研学 / 攻略

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/api-spec.md`, `scripts/search-knowledge.js` and `scripts/search-relics.js`).

It sits in AI & LLM Engineering, covering REST APIs, Retrieval-augmented generation and SQL. It works with SQL and Node.js. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.

When your agent uses it

  • Tasks that involve REST APIs
  • Tasks that involve Retrieval-augmented generation
  • Tasks that involve SQL

Example prompts

  • “/tanyuan-search”

Requirements

  • Node.js

Workflow steps

2 steps, taken from the step headings in SKILL.md.

  1. scripts/search-relics.js — 文物 / 世界遗产结构化检索
  2. scripts/search-knowledge.js — 文博知识向量检索

What it can do on your machine

Read from SKILL.md and the folder at commit 91b77ea. 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

    Ships 2 files in scripts/ (JavaScript), which the agent can run.

    Shell commands in SKILL.md call:

    • node

    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

Tanyuan Search loads about 1.2k tokens when it runs, and up to ~2.8k if it reads all its reference files. Until then it costs about 82 tokens; SKILL.md has 212 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~82
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.8k

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 212 words (~1,221 tokens).

“为「腾讯探元文博专家」提供两个后端 HTTP API 的调用能力,覆盖文物与世界遗产结构化查询、文博知识检索。使用时遵循 Agentic RAG 思路:先按问题形态选择工具和数据源,再为 Text2SQL 保留完整问题语义,或为向量检索提炼核心 query。”

— opening of SKILL.md by infometa
name
tanyuan-search

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (scripts, references) in experts/tanyuan-cultural-heritage-expert/skills/tanyuan-search of infometa/workbuddyskills.

  • SKILL.md
  • references/api-spec.md
  • scripts/search-knowledge.js
  • scripts/search-relics.js

Open the folder on GitHubat commit 91b77ea

Compare with similar skills

Tanyuan Search 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.

Tanyuan Search compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tanyuan Search this skillinfometa/workbuddyskills348—~1.2kAutomated safety check: PassNone
DBoracle/skills877—~1.4kAutomated safety check: PassUPL-1.0
Aliyun Opensearch Searchcinience/alicloud-skills397—~1.1kAutomated safety check: PassMIT
Snowflake Cortex AIMindrally/skills271—~2.4kAutomated safety check: PassApache-2.0
Ravendbravendb/docs115—~2.3kAutomated safety check: PassMIT
Postgrestimescale/pg-aiguide1.9k—~941Automated safety check: PassApache-2.0

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Works with

Questions about Tanyuan Search

What does Tanyuan Search do?

腾讯探元文博检索工具集(Agentic RAG)。封装两个 HTTP API 为 Node.js 脚本,由 Agent 依据问题特征选择工具并构造 query: - search-relics(文物/世界遗产数据库 NL→SQL):适合结构化事实的详情、列表、统计与排行查询 -…. Tanyuan Search is an agent skill from infometa/workbuddyskills.

When should I use Tanyuan Search?

Tanyuan Search fits situations like: tasks that involve REST APIs; tasks that involve Retrieval-augmented generation; tasks that involve SQL.

How do I install Tanyuan Search in Claude Code?

Run `npx skills add infometa/workbuddyskills --skill tanyuan-search -a claude-code`. Or copy the skill folder (experts/tanyuan-cultural-heritage-expert/skills/tanyuan-search in infometa/workbuddyskills) into .claude/skills/tanyuan-search in your project. Claude Code loads it when a task matches its description.

How do I install Tanyuan Search in Codex?

Run `npx skills add infometa/workbuddyskills --skill tanyuan-search -a codex`. Or copy the skill folder (experts/tanyuan-cultural-heritage-expert/skills/tanyuan-search in infometa/workbuddyskills) into .agents/skills/tanyuan-search in your project. Codex loads it when a task matches its description.

Can I use Tanyuan Search 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 infometa/workbuddyskills --skill tanyuan-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tanyuan-search, .gemini/skills/tanyuan-search, .github/skills/tanyuan-search and .opencode/skills/tanyuan-search in your project.

What does Tanyuan Search need to run?

Going by SKILL.md and its folder, Tanyuan Search needs JavaScript for the scripts in its folder and the command-line tools its instructions call (node). Our summary lists: Node.js.

Does Tanyuan Search 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 Tanyuan Search 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Tanyuan Search use?

No licence was found for Tanyuan Search or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Tanyuan Search use?

About 1.2k tokens (SKILL.md is roughly 4.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.6k tokens, read only when the agent opens those files.

What are the alternatives to Tanyuan Search?

Skills that share tags, products or a category with Tanyuan Search: DB (oracle/skills, 877 stars), Aliyun Opensearch Search (cinience/alicloud-skills, 397 stars), Snowflake Cortex AI (Mindrally/skills, 271 stars) and Ravendb (ravendb/docs, 115 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tanyuan Search?

infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 348 GitHub stars. The repository holds 218 skills in this directory. The repository was last updated on October 9, 2026.

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