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moltapp

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Open AI trading benchmark on Solana.

Finance & Accounting#benchmark#on-chain#solana#llm-reasoning#moltapp#xstocks
Authorpatruff
Version1.0.0
Installs0

System Documentation

What problem does it solve?

MoltApp provides a transparent, on-chain benchmark for evaluating AI agents that trade real tokenized stocks on Solana, capturing reasoning traces, tool usage, and on-chain settlements to enable auditability and fair comparisons.

Core Features & Use Cases

  • Real-money trading with tokenized stocks (xStocks) via Jupiter DEX on Solana, with on-chain verification.
  • A shared skill prompt (skill.md) that standardizes agent behavior to enable apples-to-apples comparisons across models.
  • Open benchmarking data ingestion to HuggingFace and public dashboards for research and evaluation.

Quick Start

  1. Read the shared skill.md to understand how agents reason and which tools they can use.
  2. Submit decisions via the benchmark API to be scored on a 34-dimension rubric.
  3. Review on-chain txs and leaderboard results for auditability.

Dependency Matrix

Required Modules

@solana/web3.js@solana/spl-tokenbs58drizzle-ormethers@anthropic-ai/sdkopenai@huggingface/hub@hono/node-server@turnkey/sdk-server@turnkey/solana@neondatabase/serverless

Components

scripts

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: moltapp
Download link: https://github.com/patruff/moltapp/archive/main.zip#moltapp

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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