Topic analysis

Agentic Trading with Safe Guardrails

Agents can do almost everything now. Except trade. Shuriken is the infrastructure for agentic trading. Every major asset class, 24/7. Onchain tokens, perpetuals, real-world assets, pre-IPO equity, prediction markets. Plug your agent into the sources where information breaks first. Twitter, Telegram, Discord, on-chain activity. Your agent acts before the market does. Your agent only does what you permit. Granular permissions, no seed phrases in your runtime. We are at the beginning of autonomous finance. This is where it starts. Agent-consumable integration guidance for the Shuriken platform. This repository packages guidance skills that help any LLM-backed agent reason about integrating with Shuriken: how to authenticate, how to scope permissions, how to call the API or SDK. It is consumed by Shuriken's internal NLP stack (via the Rust crate at the repo root) and by external coding/agentic assistants (via their native plugin loaders). The repo ships native plugin/extension manifests for every major coding agent. Install via your agent's own plugin command — skills surface as shuriken: (e.g. shuriken:api-integration ). Use Cursor's /add-plugin from the Agent chat and point at this repo, or install from the Cursor Marketplace once we are listed. Add to the plugin array in opencode.json : Cursor (rules), Aider, Zed, Windsurf, Cline, and Roo Code auto-detect AGENTS.md at the repo root. Clone the repo into the consuming project (or a parent directory) and the agent will pick up the skill index automatically. Each marketplace consumes the manifests already committed to this repo: