Copyimport Anthropic from "@anthropic-ai/sdk";
import { forClaude } from "universal-agent-skills";

const anthropic = new Anthropic();
const { system } = forClaude("code-reviewer");

const msg = await anthropic.messages.create({
  model: "claude-opus-4-7",
  max_tokens: 4096,
  system,
  messages: [{ role: "user", content: "Review this diff:\n\n" + diff }],
});

Copyimport OpenAI from "openai";
import { forOpenAI } from "universal-agent-skills";

const openai = new OpenAI();
const assistant = await openai.beta.assistants.create({
  model: "gpt-4o",
  ...forOpenAI("researcher"),
});

Copyimport { PromptTemplate } from "@langchain/core/prompts";
import { forLangChain } from "universal-agent-skills";

const tw = forLangChain("test-writer");
const prompt = PromptTemplate.fromTemplate(tw.template);
const formatted = await prompt.format({
  target_code: "...",
  framework: "vitest",
  existing_tests: "",
});

Copy# The markdown skills are framework-neutral.
# After npm install, read the file directly:
#   node_modules/universal-agent-skills/skills/<name>/SKILL.md
# Strip the frontmatter and use the body as your backstory.

from crewai import Agent

agent = Agent(
    role="Researcher",
    goal="Produce a cited research brief",
    backstory=open("…/skills/researcher/SKILL.md").read(),
)

 \
#     console.log(JSON.stringify(m.loadAllSkills(), null, 2)))" > skills.json

import json
from autogen import AssistantAgent

skills = {s["name"]: s for s in json.load(open("skills.json"))}

agent = AssistantAgent(
    name="debugger",
    system_message=skills["debugger"]["instructions"],
)'>Copy# Generate a JSON catalog from Node, hand it to Python:
#   node -e "import('universal-agent-skills').then(...)"

import json
from autogen import AssistantAgent

skills = { s["name"]: s for s in json.load(open("skills.json")) }

agent = AssistantAgent(
    name="debugger",
    system_message=skills["debugger"]["instructions"],
)