Skills

Skills are capability bundles — a named set of instructions and tools that can be applied to any agent. They let you package reusable behaviours once and share them across agents without copying prompt logic or tool wiring.

import {
  webResearchSkill,
  codeReviewerSkill,
  pdfSummarizerSkill,
} from 'confused-ai/skills';

---

Attach built-in skills

import { createAgent } from 'confused-ai';
import { webResearchSkill, codeReviewerSkill } from 'confused-ai/skills';

const agent = createAgent({
  name: 'research-reviewer',
  instructions: 'Help users research topics and review code.',
  model: 'gpt-4o-mini',
  apiKey: process.env.OPENAI_API_KEY!,
  skills: [webResearchSkill, codeReviewerSkill],
});

---

Built-in skills

webResearchSkill

Gives the agent a fetch_page tool that retrieves the visible text from any HTTPS URL:

import { webResearchSkill } from 'confused-ai/skills';

const agent = createAgent({
  name: 'researcher',
  instructions: 'Research questions using the web.',
  model: 'gpt-4o-mini',
  apiKey: process.env.OPENAI_API_KEY!,
  skills: [webResearchSkill],
});

const result = await agent.run('What is the latest version of Node.js?');
// Agent will call fetch_page('https://nodejs.org/en/download/releases') internally

codeReviewerSkill

Gives the agent a read_source_file tool that loads source files from disk:

import { codeReviewerSkill } from 'confused-ai/skills';

const agent = createAgent({
  name: 'code-reviewer',
  instructions: 'Review source code files for bugs and security issues.',
  model: 'gpt-4o-mini',
  apiKey: process.env.OPENAI_API_KEY!,
  skills: [codeReviewerSkill],
});

const result = await agent.run('Review src/runtime/jwt-rbac.ts for security vulnerabilities.');
// Supported extensions: .ts, .js, .py, .go, .rs, .java, .sql, .yaml, .md and more

pdfSummarizerSkill

Gives the agent the ability to load and summarise PDF documents:

import { pdfSummarizerSkill } from 'confused-ai/skills';

const agent = createAgent({
  name: 'doc-summarizer',
  instructions: 'Summarise documents and answer questions about their content.',
  model: 'gpt-4o',
  apiKey: process.env.OPENAI_API_KEY!,
  skills: [pdfSummarizerSkill],
});

const result = await agent.run('Summarise the document at ./reports/Q4-2024.pdf');

---

Author a custom skill

A Skill is a plain object with name, optional instructions, and an array of tools:

import type { Skill } from 'confused-ai';
import { tool } from 'confused-ai';
import { z } from 'zod';

const getWeather = tool({
  name: 'get_weather',
  description: 'Get the current weather for a city.',
  schema: z.object({ city: z.string() }),
  execute: async ({ city }) => fetchWeather(city),
});

export const weatherSkill: Skill = {
  name: 'weather',
  instructions: 'You can look up current weather for any city using get_weather.',
  tools: [getWeather],
};

// Use it
const agent = createAgent({
  name: 'travel-agent',
  instructions: 'Help users plan trips.',
  model: 'gpt-4o-mini',
  apiKey: process.env.OPENAI_API_KEY!,
  skills: [weatherSkill],
});

---

Skill interface

interface Skill {
  /** Unique name for the skill */
  name: string;
  /** Additional instructions appended to the agent system prompt */
  instructions?: string;
  /** Tools this skill provides */
  tools?: Tool[];
}

---

Where to go next

• Custom tools — build the individual tools that skills expose.
• Tool composition — wrap and extend skill tools.
• Plugins — framework-level extension points.