TANDIU Agent Skills
中文 · English
Agent Skills (SKILL.md standard) that let Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI and other agents pull live data from TANDIU — an AI infrastructure data platform — when a question needs it.
Skills are thin instructions: when to use, how to call, how to read the result. All data comes live from TANDIU's MCP server or public JSON; nothing is bundled here.
| Skill | Use it for |
|---|
| tandiu-llm-cost | LLM API price comparison, token cost and monthly budget, cheapest model at a benchmark score, GPU purchase / cloud rental prices, self-hosting vs API for a company |
| tandiu-cn-ai-procurement | China government AI / compute tenders and awards (GPUs, AI servers, intelligent computing centers, LLM services): budgets, winners, award-to-budget ratio |
| tandiu-ai-funding | AI funding rounds (mainly US and China): company, round, amount, valuation, investors, source links |
English
Install
Claude Code (plugin marketplace):
/plugin marketplace add tandiu-ai/agent-skills
/plugin install tandiu-data@tandiu-agent-skills
Any agent supporting Agent Skills (Codex, Cursor, Copilot, Gemini CLI, OpenCode, …) via the skills CLI:
npx skills add tandiu-ai/agent-skills
Manual: copy the folders under skills/ into your agent's skills directory — .agents/skills/ (project, cross-agent), ~/.claude/skills/ (Claude Code) or ~/.codex/skills/ (Codex).
Optional but recommended: also connect the TANDIU MCP server (https://www.tandiu.cn/mcp, Streamable HTTP, no auth) — the skills prefer MCP tools when available. See tandiu-ai/tandiu-mcp.
How it works
- If the TANDIU MCP server is connected, the agent calls its tools (
list_llm_prices, list_ai_funding, …).
- Otherwise it runs
scripts/fetch.py (Python standard library only, HTTPS GET, 10 s timeout) against https://www.tandiu.cn/data/*.json.
- If the main site is unreachable it falls back to the mainland China mirror
https://tandiuai.cn.
Every answer should cite: Source: TANDIU (tandiu.cn), updated <date>.
Safety
Scripts only send GET requests to www.tandiu.cn / tandiuai.cn, never run shell commands, never write files and contain no keys. Requests identify themselves with User-Agent: TANDIU-Skill/<skill>/<version> and X-TANDIU-Client: skill so TANDIU can count skill usage; no personal data is sent. See docs/security-check.md.
TANDIU Pro (optional)
If the environment variable TANDIU_API_KEY is set, tandiu-llm-cost can also query daily official price history (fetch.py history). Without it, only free data is used. Never put the key in a file. Pro: https://www.tandiu.cn/en/api
中文
把 TANDIU(钽铥,tandiu.cn)的数据能力封装成符合 SKILL.md 标准的 Agent Skills。Claude Code、Codex、Cursor、Copilot、Gemini CLI 等 Agent 遇到相关问题时会自动调用 TANDIU 的实时数据。
Skill 只是说明书(何时用、怎么调、怎么解读),数据全部实时来自 TANDIU 的 MCP 服务或公开 JSON,仓库里不含数据。
| Skill | 用途 |
|---|
| tandiu-llm-cost | 大模型 API 价格对比、Token 成本与月度预算、同等评测分最便宜的模型、GPU 价格与云端时租、企业自部署 vs API 选型 |
| tandiu-cn-ai-procurement | 中国政府采购网 AI / 算力采购需求与中标成交:预算、中标方、成交价占预算比例 |
| tandiu-ai-funding | AI 公司投融资(中美为主):轮次、金额、估值、投资方、原文链接 |
安装
- Claude Code:
/plugin marketplace add tandiu-ai/agent-skills,再 /plugin install tandiu-data@tandiu-agent-skills。
- 其他支持 Agent Skills 的工具:
npx skills add tandiu-ai/agent-skills。
- 手动:把
skills/ 下的目录复制到 .agents/skills/(项目内、通用)、~/.claude/skills/ 或 ~/.codex/skills/。
建议同时接入 TANDIU MCP(https://www.tandiu.cn/mcp,无需认证),Skill 会优先用 MCP 工具。
调用顺序
已连接 MCP → 调 MCP 工具;未连接 → 运行 scripts/fetch.py(仅 Python 标准库、仅 GET、10 秒超时);主站不可达 → 自动回退境内镜像 tandiuai.cn。回答需注明「数据来源:TANDIU(tandiu.cn),更新于 <日期>」。
安全
脚本只向 www.tandiu.cn / tandiuai.cn 发 GET,不执行 shell、不写文件、不含任何密钥。请求带 User-Agent: TANDIU-Skill/<skill>/<version> 和 X-TANDIU-Client: skill 用于统计 Skill 调用量,不发送任何个人信息。
Pro(可选)
设置环境变量 TANDIU_API_KEY 后,tandiu-llm-cost 可查询逐日官方牌价历史;未设置时只用免费数据。不要把 key 写进任何文件。
License
Skill text and scripts: MIT. Data returned by TANDIU is governed by the TANDIU data terms / Terms of Service.
Skill 文本与脚本采用 MIT 许可;TANDIU 返回的数据适用 数据使用条款。
