openrouter

bobmatnyc/claude-mpm-skills · updated Apr 8, 2026

MDX-style export adds YAML metadata + attribution linking explainx.ai and this canonical listing URL.

$npx skills add https://github.com/bobmatnyc/claude-mpm-skills --skill openrouter
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summary

OpenRouter provides a single API to access 200+ language models from OpenAI, Anthropic, Google, Meta, Mistral, and more. It offers intelligent routing, streaming, cost optimization, and standardized OpenAI-compatible interface.

skill.md

OpenRouter - Unified AI API Gateway

Overview

OpenRouter provides a single API to access 200+ language models from OpenAI, Anthropic, Google, Meta, Mistral, and more. It offers intelligent routing, streaming, cost optimization, and standardized OpenAI-compatible interface.

Key Features:

  • Access 200+ models through one API
  • OpenAI-compatible interface (drop-in replacement)
  • Intelligent model routing and fallbacks
  • Real-time streaming responses
  • Cost tracking and optimization
  • Model performance analytics
  • Function calling support
  • Vision model support

Pricing Model:

  • Pay-per-token (no subscriptions)
  • Volume discounts available
  • Free tier with credits
  • Per-model pricing varies

Installation:

npm install openai  # Use OpenAI SDK
# or
pip install openai  # Python

Quick Start

1. Get API Key

# Sign up at https://openrouter.ai/keys
export OPENROUTER_API_KEY="sk-or-v1-..."

2. Basic Chat Completion

import OpenAI from 'openai';

const client = new OpenAI({
  baseURL: 'https://openrouter.ai/api/v1',
  apiKey: process.env.OPENROUTER_API_KEY,
  defaultHeaders: {
    'HTTP-Referer': 'https://your-app.com',  // Optional
    'X-Title': 'Your App Name',              // Optional
  }
});

async function chat() {
  const completion = await client.chat.completions.create({
    model: 'anthropic/claude-3.5-sonnet',
    messages: [
      { role: 'user', content: 'Explain quantum computing in simple terms' }
    ],
  });

  console.log(completion.choices[0].message.content);
}

3. Streaming Response

async function streamChat() {
  const stream = await client.chat.completions.create({
    model: 'openai/gpt-4-turbo',
    messages: [
      { role: 'user', content: 'Write a short story about AI' }
    ],
    stream: true,
  });

  for await (const chunk of stream) {
    const content = chunk.choices[0]?.delta?.content || '';
    process.stdout.write(content);
  }
}

Model Selection Strategy

Available Model Categories

Flagship Models (Highest Quality):

const flagshipModels = {
  claude: 'anthropic/claude-3.5-sonnet',      // Best reasoning
  gpt4: 'openai/gpt-4-turbo',                 // Best general purpose
  gemini: 'google/gemini-pro-1.5',            // Best long context
  opus: 'anthropic/claude-3-opus',            // Best complex tasks
};

Fast Models (Low Latency):

const fastModels = {
  claude: 'anthropic/claude-3-haiku',         // Fastest Claude
  gpt35: 'openai/gpt-3.5-turbo',             // Fast GPT
  gemini: 'google/gemini-flash-1.5',         // Fast Gemini
  llama: 'meta-llama/llama-3.1-8b-instruct', // Fast open source
};

Cost-Optimized Models:

const budgetModels = {
  haiku: 'anthropic/claude-3-haiku',          // $0.25/$1.25 per 1M tokens
  gemini: 'google/gemini-flash-1.5',         // $0.075/$0.30 per 1M tokens
  llama: 'meta-llama/llama-3.1-8b-instruct', // $0.06/$0.06 per 1M tokens
  mixtral: 'mistralai/mixtral-8x7b-instruct', // $0.24/$0.24 per 1M tokens
};

Specialized Models:

const specializedModels = {
  vision: 'openai/gpt-4-vision-preview',     // Image understanding
  code: 'anthropic/claude-3.5-sonnet',       // Code generation
  longContext: 'google/gemini-pro-1.5',      // 2M token context
  function: 'openai/gpt-4-turbo',            // Function calling
};

Model Selection Logic

interface ModelSelector {
  task: 'chat' | 'code' | 'vision' | 'function' | 'summary';
  priority: 'quality' | 'speed' | 'cost';
  maxCost?: number;  // Max cost per 1M tokens
  contextSize?: number;
}

function selectModel(criteria: ModelSelector): string {
  if (criteria.task === 'vision') {
    return 'openai/gpt-4-vision-preview';
  }

  if (criteria.task === 'code') {
    return criteria.priority === 'quality'
      ? 'anthropic/claude-3.5-sonnet'
      : 'meta-llama/llama-3.1-70b-instruct';
  }

  if (criteria.contextSize && criteria.contextSize > 100000) {
    return 'google/gemini-pro-1.5';  // 2M context
  }

  // Default selection by priority
  switch (criteria.priority) {
    case 'quality':
      return 'anthropic/claude-3.5-sonnet';
    case 'speed':
      return 'anthropic/claude-3-haiku';
    case 'cost':
      return criteria.maxCost && criteria.maxCost < 0.5
        ? 'google/gemini-flash-1.5'
        : 'anthropic/claude-3-haiku';
    default:
      return 'openai/gpt-4-turbo';
  }
}

// Usage
const model = selectModel({
  task: 'code',
  priority: 'quality',
});

Streaming Implementation

TypeScript Streaming with Error Handling

async function robustStreamingChat(
  prompt: string,
  model: string = 'anthropic/claude-3.5-sonnet'
) {
  try {
    const stream = await client.chat.completions.create({
      model
how to use openrouter

How to use openrouter 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 openrouter
2

Execute installation command

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

$npx skills add https://github.com/bobmatnyc/claude-mpm-skills --skill openrouter

The skills CLI fetches openrouter from GitHub repository bobmatnyc/claude-mpm-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/openrouter

Reload or restart Cursor to activate openrouter. Access the skill through slash commands (e.g., /openrouter) 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

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.734 reviews
  • Kofi Rao· Dec 28, 2024

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

  • Nia Liu· Dec 4, 2024

    openrouter reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Arjun Khan· Nov 23, 2024

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

  • Li Reddy· Nov 23, 2024

    openrouter has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Arya Sanchez· Nov 19, 2024

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

  • Fatima Abebe· Oct 14, 2024

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

  • Arjun Menon· Oct 14, 2024

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

  • Aisha Abebe· Oct 10, 2024

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

  • Yusuf Choi· Sep 17, 2024

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

  • Yash Thakker· Sep 5, 2024

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

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