Ranger Finance logo

Ranger Finance

Organization
sendaifun
ranger-finance

Ranger Finance SDK for building perpetual futures trading applications on Solana. The first Solana Perps Aggregator - aggregates liquidity across multiple perp protocols (Drift, Flash, Adrena, Jupiter). Use when integrating perps trading, smart order routing, position management, or building AI trading agents.

Overview

Publishersendaifun
Repositoryskills
Skill nameranger-finance
Stars
128
Forks
81
Bundled files
8
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 8 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by sendaifun on GitHub. Read the source before you install it.

Installation

Install the Ranger Finance AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/sendaifun/skills.git /tmp/skills
mkdir -p .claude/skills
cp -r /tmp/skills/skills/ranger-finance .claude/skills/ranger-finance
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ranger Finance in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Ranger Finance on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Ranger Finance is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Ranger Finance SDK Development Guide

A comprehensive guide for building Solana applications with Ranger Finance - the first perpetual futures aggregator on Solana.

Overview

Ranger Finance is a Smart Order Router (SOR) that aggregates perpetual futures trading across multiple Solana protocols:

  • Drift Protocol: Leading perps DEX on Solana
  • Flash Trade: High-performance perpetuals
  • Adrena: Leverage trading protocol
  • Jupiter Perps: Jupiter's perpetuals platform

Key Benefits

  • Best Execution: Automatically routes orders to venues with best pricing
  • Unified API: Single interface for all supported perp protocols
  • Position Aggregation: View and manage positions across all venues
  • AI Agent Support: Built-in MCP server for AI trading agents

Quick Start

Installation (TypeScript)

bash
# Clone the SDK demo
git clone https://github.com/ranger-finance/sor-ts-demo.git
cd sor-ts-demo
npm install

Environment Setup

Create a .env file:

bash
RANGER_API_KEY=your_api_key_here
SOLANA_RPC_URL=https://api.mainnet-beta.solana.com
WALLET_PRIVATE_KEY=your_base58_private_key  # Optional, for signing

Basic Setup

typescript
import { SorApi, TradeSide } from 'ranger-sor-sdk';
import dotenv from 'dotenv';

dotenv.config();

// Initialize the SOR API client
const sorApi = new SorApi({
  apiKey: process.env.RANGER_API_KEY!,
  solanaRpcUrl: process.env.SOLANA_RPC_URL,
});

// Your wallet public key
const walletAddress = 'YOUR_WALLET_PUBLIC_KEY';

Core Concepts

1. Trade Sides

typescript
type TradeSide = 'Long' | 'Short';

2. Adjustment Types

typescript
type AdjustmentType =
  | 'Quote'           // Get a quote only
  | 'Increase'        // Open or increase position
  | 'DecreaseFlash'   // Decrease via Flash
  | 'DecreaseJupiter' // Decrease via Jupiter
  | 'DecreaseDrift'   // Decrease via Drift
  | 'DecreaseAdrena'  // Decrease via Adrena
  | 'CloseFlash'      // Close via Flash
  | 'CloseJupiter'    // Close via Jupiter
  | 'CloseDrift'      // Close via Drift
  | 'CloseAdrena'     // Close via Adrena
  | 'CloseAll';       // Close entire position

3. Position Interface

typescript
interface Position {
  id: string;
  symbol: string;
  side: TradeSide;
  quantity: number;
  entry_price: number;
  liquidation_price: number;
  position_leverage: number;
  real_collateral: number;
  unrealized_pnl: number;
  borrow_fee: number;
  funding_fee: number;
  open_fee: number;
  close_fee: number;
  created_at: string;
  opened_at: string;
  platform: string;  // 'DRIFT', 'FLASH', 'ADRENA', 'JUPITER'
}

4. Quote Response

typescript
interface Quote {
  base: number;
  fee: number;
  total: number;
  fee_breakdown: {
    base_fee: number;
    spread_fee: number;
    volatility_fee: number;
    margin_fee: number;
    close_fee: number;
    other_fees: number;
  };
}

interface VenueAllocation {
  venue_name: string;
  collateral: number;
  size: number;
  quote: Quote;
  order_available_liquidity: number;
  venue_available_liquidity: number;
}

interface OrderMetadataResponse {
  venues: VenueAllocation[];
  total_collateral: number;
  total_size: number;
}

Trading Operations

Get a Quote

Before executing a trade, get a quote to see pricing across venues:

typescript
import { SorApi, OrderMetadataRequest, TradeSide } from 'ranger-sor-sdk';

const sorApi = new SorApi({ apiKey: process.env.RANGER_API_KEY! });

async function getQuote() {
  const request: OrderMetadataRequest = {
    fee_payer: walletAddress,
    symbol: 'SOL',
    side: 'Long' as TradeSide,
    size: 1.0,                        // 1 SOL position size
    collateral: 10.0,                 // 10 USDC collateral (10x leverage)
    size_denomination: 'SOL',
    collateral_denomination: 'USDC',
    adjustment_type: 'Quote',
  };

  const quote = await sorApi.getOrderMetadata(request);

  console.log('Available venues:');
  quote.venues.forEach(venue => {
    console.log(`  ${venue.venue_name}: ${venue.quote.total} USDC`);
  });

  return quote;
}

Open/Increase a Position

typescript
async function openLongPosition() {
  const request = {
    fee_payer: walletAddress,
    symbol: 'SOL',
    side: 'Long' as TradeSide,
    size: 1.0,
    collateral: 10.0,
    size_denomination: 'SOL',
    collateral_denomination: 'USDC',
    adjustment_type: 'Increase' as const,
  };

  // Get transaction instructions
  const response = await sorApi.increasePosition(request);

  console.log('Transaction message (base64):', response.message);

  if (response.meta) {
    console.log('Executed price:', response.meta.executed_price);
    console.log('Venues used:', response.meta.venues_used);
  }

  return response;
}

// Open a short position
async function openShortPosition() {
  const request = {
    fee_payer: walletAddress,
    symbol: 'ETH',
    side: 'Short' as TradeSide,
    size: 0.5,
    collateral: 100.0,
    size_denomination: 'ETH',
    collateral_denomination: 'USDC',
    adjustment_type: 'Increase' as const,
  };

  return await sorApi.increasePosition(request);
}

Decrease a Position

typescript
async function decreasePosition() {
  const request = {
    fee_payer: walletAddress,
    symbol: 'SOL',
    side: 'Long' as TradeSide,
    size: 0.5,                        // Decrease by 0.5 SOL
    collateral: 5.0,                  // Withdraw 5 USDC collateral
    size_denomination: 'SOL',
    collateral_denomination: 'USDC',
    adjustment_type: 'DecreaseFlash' as const,  // Route through Flash
  };

  return await sorApi.decreasePosition(request);
}

Close a Position

typescript
// Close entire position on a specific venue
async function closePosition() {
  const request = {
    fee_payer: walletAddress,
    symbol: 'SOL',
    side: 'Long' as TradeSide,
    adjustment_type: 'CloseFlash' as const,
  };

  return await sorApi.closePosition(request);
}

// Close all positions across all venues
async function closeAllPositions() {
  const request = {
    fee_payer: walletAddress,
    symbol: 'SOL',
    side: 'Long' as TradeSide,
    adjustment_type: 'CloseAll' as const,
  };

  return await sorApi.closePosition(request);
}

Sign and Execute Transaction

typescript
import { Keypair, VersionedTransaction } from '@solana/web3.js';
import bs58 from 'bs58';

async function executeTradeWithSigning() {
  // Get transaction instructions
  const txResponse = await sorApi.increasePosition({
    fee_payer: walletAddress,
    symbol: 'SOL',
    side: 'Long',
    size: 1.0,
    collateral: 10.0,
    size_denomination: 'SOL',
    collateral_denomination: 'USDC',
    adjustment_type: 'Increase',
  });

  // Create keypair from private key
  const privateKeyBytes = bs58.decode(process.env.WALLET_PRIVATE_KEY!);
  const keypair = Keypair.fromSecretKey(privateKeyBytes);

  // Define signing function
  const signTransaction = async (tx: VersionedTransaction) => {
    tx.sign([keypair]);
    return tx;
  };

  // Execute the transaction
  const result = await sorApi.executeTransaction(txResponse, signTransaction);

  console.log('Transaction signature:', result.signature);
  return result;
}

Position Management

Fetch All Positions

typescript
async function getAllPositions() {
  const positions = await sorApi.getPositions(walletAddress);

  positions.positions.forEach(pos => {
    console.log(`${pos.symbol} ${pos.side}: ${pos.quantity} @ ${pos.entry_price}`);
    console.log(`  Platform: ${pos.platform}`);
    console.log(`  PnL: ${pos.unrealized_pnl}`);
    console.log(`  Liquidation: ${pos.liquidation_price}`);
  });

  return positions;
}

Filter Positions by Platform

typescript
async function getDriftPositions() {
  const positions = await sorApi.getPositions(walletAddress, {
    platforms: ['DRIFT'],
  });

  return positions;
}

async function getFlashAndAdrenaPositions() {
  const positions = await sorApi.getPositions(walletAddress, {
    platforms: ['FLASH', 'ADRENA'],
  });

  return positions;
}

Filter Positions by Symbol

typescript
async function getSolPositions() {
  const positions = await sorApi.getPositions(walletAddress, {
    symbols: ['SOL-PERP'],
  });

  return positions;
}

AI Agent Integration

Ranger provides an MCP (Model Context Protocol) server for AI agent integration.

Installation (Python)

Clone ranger-agent-kit and follow its README for setup.

MCP Server Tools

The Ranger MCP server exposes these tools:

SOR Tools:

  • sor_get_trade_quote - Get pricing quotes
  • sor_increase_position - Open/increase positions
  • sor_decrease_position - Reduce positions
  • sor_close_position - Close positions

Data API Tools:

  • data_get_positions - Fetch current positions
  • data_get_trade_history - Trading history
  • data_get_liquidations - Liquidation data and signals
  • data_get_funding_rates - Funding rate analytics

Example: Mean Reversion Agent

python
import asyncio
from ranger_mcp_agent.examples.mean_reversion_agent import run_mean_reversion_agent

async def main():
    # Run a mean reversion trading strategy
    await run_mean_reversion_agent()

if __name__ == "__main__":
    asyncio.run(main())

Starting the MCP Server

bash
cd ranger-agent-kit/perps-mcp
cp .env.example .env
# Edit .env with your API credentials
python -m ranger_mcp

API Reference

SorApi Class

typescript
class SorApi {
  constructor(config: SorSdkConfig);

  // Get quote for a trade
  getOrderMetadata(request: OrderMetadataRequest): Promise<OrderMetadataResponse>;

  // Open or increase a position
  increasePosition(request: IncreasePositionRequest): Promise<TransactionResponse>;

  // Reduce a position
  decreasePosition(request: DecreasePositionRequest): Promise<TransactionResponse>;

  // Close a position
  closePosition(request: ClosePositionRequest): Promise<TransactionResponse>;

  // Get positions for a wallet
  getPositions(
    publicKey: string,
    options?: {
      platforms?: string[];
      symbols?: string[];
      startDate?: string;
      endDate?: string;
    }
  ): Promise<PositionsResponse>;

  // Execute a signed transaction
  executeTransaction(
    transactionResponse: TransactionResponse,
    signTransaction: (tx: VersionedTransaction) => Promise<VersionedTransaction>
  ): Promise<{ signature: string }>;

  // Get Solana connection
  getConnection(): Connection;
}

Configuration

typescript
interface SorSdkConfig {
  apiKey: string;
  sorApiBaseUrl?: string;   // Default: Ranger SOR API
  dataApiBaseUrl?: string;  // Default: Ranger Data API
  solanaRpcUrl?: string;    // Default: Mainnet RPC
}

Request Types

typescript
interface BaseRequest {
  fee_payer: string;
  symbol: string;
  side: TradeSide;
  size_denomination?: string;
  collateral_denomination?: string;
}

interface IncreasePositionRequest extends BaseRequest {
  size: number;
  collateral: number;
  size_denomination: string;
  collateral_denomination: string;
  adjustment_type: 'Increase';
}

interface DecreasePositionRequest extends BaseRequest {
  size: number;
  collateral: number;
  size_denomination: string;
  collateral_denomination: string;
  adjustment_type: 'DecreaseFlash' | 'DecreaseJupiter' | 'DecreaseDrift' | 'DecreaseAdrena';
}

interface ClosePositionRequest extends BaseRequest {
  adjustment_type: 'CloseFlash' | 'CloseJupiter' | 'CloseDrift' | 'CloseAdrena' | 'CloseAll';
}

Response Types

typescript
interface TransactionResponse {
  message: string;  // Base64-encoded transaction
  meta?: {
    executed_price?: number;
    executed_size?: number;
    executed_collateral?: number;
    venues_used?: string[];
  };
}

interface PositionsResponse {
  positions: Position[];
}

Supported Markets

Ranger aggregates perpetual markets across:

ProtocolMarkets
DriftSOL, BTC, ETH, and 20+ assets
FlashSOL, BTC, ETH
AdrenaSOL, BTC, ETH
JupiterSOL, BTC, ETH

Error Handling

typescript
try {
  const response = await sorApi.increasePosition(request);
} catch (error) {
  if (error.error_code) {
    // API error
    console.error('API Error:', error.message);
    console.error('Error code:', error.error_code);
  } else {
    // Network or other error
    throw error;
  }
}

Best Practices

  1. Always Get Quotes First: Before executing trades, use getOrderMetadata to compare pricing across venues.

  2. Handle Transaction Signing Securely: Never hardcode private keys. Use environment variables or secure key management.

  3. Monitor Positions: Regularly fetch positions to track PnL and liquidation prices.

  4. Use Appropriate Venue: When decreasing/closing, choose the venue where your position exists.

  5. Set Appropriate Collateral: Consider leverage when setting collateral. Higher collateral = lower liquidation risk.

Resources

Skill Structure

ranger-finance/
├── SKILL.md                           # This file
├── resources/
│   ├── api-reference.md               # API endpoint reference
│   └── types-reference.md             # Complete TypeScript types
├── examples/
│   ├── basic/
│   │   └── example.ts                 # Basic trade operations
│   ├── positions/
│   │   └── example.ts                 # Position queries and management
│   └── transactions/
│       └── example.ts                 # Transaction signing flow
├── templates/
│   └── setup.ts                       # Ready-to-use setup template
└── docs/
    ├── troubleshooting.md             # Common issues and solutions
    └── ai-agent-integration.md        # AI agent setup guide

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Ranger Finance AI skill do?

Ranger Finance SDK for building perpetual futures trading applications on Solana. The first Solana Perps Aggregator - aggregates liquidity across multiple perp protocols (Drift, Flash, Adrena, Jupiter). Use when integrating perps trading, smart order routing, position management, or building AI trading agents.

Why use Ranger Finance on TypingMind?

Because you install it once and use it with any model. Ranger Finance is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Ranger Finance in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/sendaifun/skills/tree/main/skills/ranger-finance. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Ranger Finance?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Ranger Finance?

As many as you like. As long as a model supports skills, you can use Ranger Finance with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Ranger Finance AI skill free?

Yes. It is published on GitHub by sendaifun under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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