QUICKSTART.zh

A Chinese-language quick-start guide for adding OpenSkills to Python and TypeScript agent projects. It includes examples using LangChain and the Vercel AI SDK.

In plain words
What is it for?
Use it to discover skills, list them, and execute them through small Python or TypeScript agent examples.
Why use it?
It gives developers ready-made starting points instead of requiring them to work out the integration structure themselves.

Agent

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/geeksfino/openskills/quickstart.zh
Clone the repo
git clone --depth 1 https://github.com/Geeksfino/openskills
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 467 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00000 $0.00467
Opus 5 $0.00000 $0.00234
Sonnet 5 $0.00000 $0.00093
Haiku 4.5 $0.00000 $0.00047

Measured 2d ago against content hash c8ec59ad512e, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

QUICKSTART.zh scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

examples/agents/QUICKSTART.zh.md · 78 lines

What it actually says

OpenSkills 代理集成 - 快速开始

在5分钟内开始在您的代理框架中使用 OpenSkills。

选择您的路径

Python 开发者 (LangChain)
cd with_langchain-python
pip install -r requirements.txt
python main.py
TypeScript 开发者(Vercel AI SDK 示例)
cd with_vercel-ai-sdk
npm install
npm run start
TypeScript 开发者(现有项目 - LangChainJS)
cd with_langchain-js
npm install
npm run start
高级示例 (LangChainJS)
cd with_langchain-js
npm run advanced

您将获得什么

  • 每个框架的最小代理,暴露一个 run_skill 工具
  • 一个高级示例(LangChainJS)使用每个技能一个工具
  • examples/skills 加载的技能

基本集成 (TypeScript)

import { OpenSkillRuntime } from "@finogeek/openskills";

const runtime = OpenSkillRuntime.fromDirectory("./examples/skills");
runtime.discoverSkills();

const skills = runtime.listSkills();
console.log(skills.map((s) => s.id));

const result = runtime.executeSkill("example-skill", {
  input: JSON.stringify({ query: "hello" }),
  timeout_ms: 5000,
});
console.log(result.outputJson);

基本集成 (Python)

from openskills import OpenSkillRuntime

runtime = OpenSkillRuntime.from_directory("./examples/skills")
runtime.discover_skills()

skills = runtime.list_skills()
print([s["id"] for s in skills])

result = runtime.execute_skill(
    "example-skill",
    input={"query": "hello"},
    timeout_ms=5000,
)
print(result.get("output", ""))

下一步

  • 阅读集成指南:GUIDE.md
  • 浏览示例:with_langchain-js/with_langchain-python/with_vercel-ai-sdk/
  • examples/skills 下构建您自己的技能
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 78 lines · 0 tokens per session scan A c8ec59ad512e

Subscribe to this mod's changes

QUICKSTART.zh is an agent published in the GitHub repository Geeksfino/openskills (70 stars, last pushed 4d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 467 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.