Start with your agent

Compare with your vendor

Where this project loads market data, and the same series here. Your agent installs the client, tries the free preview, then does this.

Start in Claude Code (terminal)Start in Claude Desktop Start in Codex

Opening Claude Code (terminal) with this prompt typed in. Nothing opened? It may not be installed here: copy the prompt into any agent.

paste into your agent

Read https://aperiodic.io/start.md and follow it. Then find where this project loads market data from Amberdata, and show me how the same series would load from Aperiodic, side by side, before changing anything.

Every prompt we link to

Buttons across the site, from the catalog and the API docs to notebooks, the guide and Pre-flight, open your agent with one of these. Each reads a skill file and then does one task. The underlined words are what the page you came from fills in.

Start with your agent

Compare with your vendor

Where this project loads market data, and the same series here. Your agent installs the client, tries the free preview, then does this.

Start in Claude Code (terminal)Start in Claude Desktop Start in Codex

Opening Claude Code (terminal) with this prompt typed in. Nothing opened? It may not be installed here: copy the prompt into any agent.

paste into your agent

Read https://aperiodic.io/start.md and follow it. Then find where this project loads market data from Amberdata, and show me how the same series would load from Aperiodic, side by side, before changing anything.

Try the free previewInstall the client and pull a first DataFrame, no key needed.

Pull a dataset into a DataFrameOne dataset for one perp, then what stands out in it.

Find the cheapest venue to tradeWhat a market order costs on each venue, and when.

Download raw dataThe Parquet files behind the metrics, loaded and summarised.

Add Aperiodic to this projectA small module and a test, in the codebase the agent is in.