AI / LLM Integration

Integrate Titan swap functionality into AI agents and LLM-powered applications.

Use Titan's swap infrastructure from AI agents, LLM tool-calling workflows, and autonomous trading systems.

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Claude Code Skill

The fastest way to build Titan integrations with AI. The @titanexchange/titan-api-skill package gives Claude Code protocol-aware code generation for the Titan API.

• Package: @titanexchange/titan-api-skill

• Source: github.com/Titan-Pathfinder/titan-api-claude-skills

What it provides

• Protocol-aware code generation — Generates TypeScript with correct MessagePack encoding, BigInt amounts, and bs58-decoded token mints matching the Titan WebSocket API spec.

• SDK and raw WebSocket support — Covers both SDK-based and direct WebSocket integration depending on developer needs.

• Parameter structure enforcement — Places fields like slippageBps, intervalMs, and num_quotes in their correct nested objects matching the expected request schema.

• Runnable examples included — Ships with working TypeScript examples that can be executed directly.

Installation

npx (recommended):

# For current project
npx @titanexchange/titan-api-skill

# For all projects (global)
npx @titanexchange/titan-api-skill --global

# Overwrite existing install
npx @titanexchange/titan-api-skill --force

Then type /titan-swap-api in Claude Code to use the skill.

Manual install (curl):

# Global
mkdir -p ~/.claude/skills/titan-swap-api
curl -o ~/.claude/skills/titan-swap-api/SKILL.md \
  https://raw.githubusercontent.com/Titan-Pathfinder/titan-api-claude-skills/main/SKILL.md

# Project-level
mkdir -p .claude/skills/titan-swap-api
curl -o .claude/skills/titan-swap-api/SKILL.md \
  https://raw.githubusercontent.com/Titan-Pathfinder/titan-api-claude-skills/main/SKILL.md

Quick example

Ask Claude Code:

"Help me stream USDC to SOL quotes using Titan API"

Claude will generate protocol-correct code:

import { V1Client } from "@titanexchange/sdk-ts";
import bs58 from "bs58";

const client = await V1Client.connect(`${WS_URL}?auth=${AUTH_TOKEN}`);

const { stream } = await client.newSwapQuoteStream({
  swap: {
    inputMint: bs58.decode("EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v"),
    outputMint: bs58.decode("So11111111111111111111111111111111111111112"),
    amount: BigInt(100_000_000), // 100 USDC — must be BigInt!
  },
  transaction: {
    userPublicKey: bs58.decode(USER_PUBLIC_KEY),
  },
});

for await (const quotes of stream) {
  console.log(quotes);
}

Runnable examples

The /examples directory contains working TypeScript examples:

cd examples
npm install
cp .env.example .env
# Edit .env with your credentials

npm run stream-sdk   # SDK streaming
npm run stream-raw   # Raw WebSocket
npm run proxy        # Backend proxy

Required credentials

• WS_URL — Titan WebSocket endpoint.

• AUTH_TOKEN — API authentication token. See Get API Access.

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LLM-friendly docs (llms.txt)

Titan's documentation is automatically available in LLM-optimized formats via the llms.txt standard. AI agents and LLMs can ingest the full docs without scraping HTML.

• /llms.txt — Index of all doc sections with links to individual pages in Markdown format.

• /llms-full.txt — The entire documentation as a single Markdown file — ideal for full-context ingestion.

• Every page as .md — Append .md to any doc page URL to get the raw Markdown version.

These endpoints are generated automatically by GitBook and stay up-to-date with every publish. No configuration needed.

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Key things to know

• Protocol — WebSocket + MessagePack (not JSON).

• Amounts — Must be BigInt, not number.

• Token mints — Must be Uint8Array via bs58.decode().

• Parameters — slippageBps goes in swap, intervalMs goes in update.

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Related pages

• SDK Reference — TypeScript and Rust SDK documentation

• Connection & Negotiation — WebSocket setup and protocol details

• Quickstart — End-to-end integration example