copilot-sdk

doggy8088/agent-skills · updated Apr 8, 2026

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$npx skills add https://github.com/doggy8088/agent-skills --skill copilot-sdk
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summary

The GitHub Copilot SDK is a multi-platform agent runtime that embeds Copilot's agentic workflows into applications. It exposes the same engine behind Copilot CLI, enabling programmatic invocation without requiring custom orchestration development.

skill.md

GitHub Copilot SDK

Overview

The GitHub Copilot SDK is a multi-platform agent runtime that embeds Copilot's agentic workflows into applications. It exposes the same engine behind Copilot CLI, enabling programmatic invocation without requiring custom orchestration development.

Status: Technical Preview (suitable for development and testing)

Supported Languages: TypeScript/Node.js, Python, Go, .NET

Primary Documentation

Language-Specific SDK Docs

CLI and Configuration Docs


Prerequisites

  1. GitHub Copilot Subscription - Pro, Pro+, Business, or Enterprise
  2. GitHub Copilot CLI - Installed and authenticated (copilot --version)
  3. Runtime: Node.js 18+, Python 3.8+, Go 1.21+, or .NET 8.0+

Installation

Language Command
TypeScript/Node.js npm install @github/copilot-sdk
Python pip install github-copilot-sdk
Go go get github.com/github/copilot-sdk/go
.NET dotnet add package GitHub.Copilot.SDK

Architecture

Application → SDK Client → JSON-RPC → Copilot CLI (server mode)

The SDK manages CLI lifecycle automatically. External server connections supported via cliUrl / cli_url.


Quick Start (TypeScript)

import { CopilotClient } from "@github/copilot-sdk";

const client = new CopilotClient();
await client.start();

const session = await client.createSession({ model: "gpt-5" });

// Register handler BEFORE send()
session.on((event) => {
  if (event.type === "assistant.message") {
    console.log(event.data.content);
  }
});

await session.send({ prompt: "What is 2 + 2?" });

await session.destroy();
await client.stop();

Critical: Register event handlers before calling send() to capture all events.

For complete examples in all languages, see references/working-examples.md.


Core Concepts

Client

Main entry point. Manages CLI server lifecycle and session creation.

Operations: start(), stop(), createSession(), resumeSession()

Config: cliPath, cliUrl, port, useStdio, autoStart, autoRestart

Session

Individual conversation context with message history.

Operations: send(), sendAndWait(), on(), abort(), getMessages(), destroy()

Config: model, streaming, tools, systemMessage

Events

Key events during processing:

Event Purpose
assistant.message Complete response
assistant.message_delta Streaming chunk
session.idle Ready for next prompt
tool.execution_start/end Tool invocations

For full event lifecycle and SessionEvent structure, see references/event-system.md.

Streaming

  • streaming: false (default) - Content arrives all at once
  • streaming: true - Content arrives incrementally via assistant.message_delta

Final assistant.message always fires regardless of streaming setting.


Available Models

See Supported AI Models for full list.

Provider Model ID Notes
OpenAI gpt-4.1, gpt-5, gpt-5-mini Included
OpenAI gpt-5.1, gpt-5.1-codex, gpt-5.2 Premium
Anthropic claude-sonnet-4.5 Premium (CLI default)
Anthropic claude-opus-4.5 Premium (3× multiplier)
Google gemini-3-pro-preview Premium

Custom Tools

TypeScript (Zod):

const tool = defineTool("lookup_issue", {
  description: "Fetch issue details",
  parameters: z.object({ id: z.string() }),
  handler: async ({ id }) => fetchIssue(id),
});

Python (Pydantic):

@define_tool(description="Fetch issue details")
async def lookup_issue(params: IssueParams) -> dict:
    return fetch_issue(params.id)

For complete tool examples in all languages, see references/working-examples.md.


Language Conventions

Concept TypeScript Python Go .NET
Create session createSession() create_session() CreateSession() CreateSessionAsync()
Delta content deltaContent delta_content DeltaContent DeltaContent

For full conventions table, see references/event-system.md.


CLI Configuration

Config stored in ~/.copilot/:

  • config.json - General configuration
  • mcp-config.json - MCP server definitions

For custom agents and MCP setup, see references/cli-agents-mcp.md.


Troubleshooting

Problem Solution
Events fire but content empty Use event.data.content, not event.content
Handler never fires Register before send()
Python enum issues Use event.type.value
Go nil pointer Check != nil before dereferencing

For debugging techniques, see references/troubleshooting.md.


Skill References

Detailed documentation in this skill:

  • references/working-examples.md - Complete examples for all languages, custom tools
  • references/event-system.md - Event lifecycle, SessionEvent structure, language conventions
  • references/troubleshooting.md - Common issues, debugging techniques
  • references/cli-agents-mcp.md - CLI configuration, custom agents, MCP server setup

Additional Resources

how to use copilot-sdk

How to use copilot-sdk on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add copilot-sdk
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/doggy8088/agent-skills --skill copilot-sdk

The skills CLI fetches copilot-sdk from GitHub repository doggy8088/agent-skills and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/copilot-sdk

Reload or restart Cursor to activate copilot-sdk. Access the skill through slash commands (e.g., /copilot-sdk) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

Submit your Claude Code skill and start earning

GET_STARTED →

Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

  1. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 7.Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

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general reviews

Ratings

4.565 reviews
  • Diego Smith· Dec 28, 2024

    Solid pick for teams standardizing on skills: copilot-sdk is focused, and the summary matches what you get after install.

  • William Khan· Dec 28, 2024

    I recommend copilot-sdk for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Valentina Flores· Dec 8, 2024

    copilot-sdk is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Kwame Rahman· Dec 8, 2024

    Registry listing for copilot-sdk matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Shikha Mishra· Dec 4, 2024

    Registry listing for copilot-sdk matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Mateo Ramirez· Dec 4, 2024

    We added copilot-sdk from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Arjun Abebe· Dec 4, 2024

    Useful defaults in copilot-sdk — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Layla Brown· Dec 4, 2024

    Solid pick for teams standardizing on skills: copilot-sdk is focused, and the summary matches what you get after install.

  • Isabella Martinez· Nov 27, 2024

    Keeps context tight: copilot-sdk is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Rahul Santra· Nov 23, 2024

    Keeps context tight: copilot-sdk is the kind of skill you can hand to a new teammate without a long onboarding doc.

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