# TEXT TO QUANT agent skills for Claude Code, Cursor and RevampKey

> Ready-made TEXT TO QUANT playbooks for AI agents: review a backtest before you trust it, clean up your TextToQuant indicator library, set up a market scan and alert with AI. Free SKILL.md files for Claude Code, Cursor and Codex, or one click in RevampKey.

## Skills

- [Run and read TextToQuant backtests with AI](https://revampkey.com/marketplace/texttoquant/skills/essentials.md): Connects your TextToQuant account to an AI agent so it can read results, compare versions and run tests. It confirms your account and plan first, and asks before spending credits or deleting anything.
- [Review a backtest before you trust it](https://revampkey.com/marketplace/texttoquant/skills/backtest-strategy-review.md): Reads a TEXT TO QUANT backtest for sample size, drawdown, costs, out-of-sample behaviour and parameter sensitivity, then gives a verdict with the caveats stated. It does not run new tests unless you approve them.
- [Clean up your TextToQuant indicator library](https://revampkey.com/marketplace/texttoquant/skills/indicator-library-cleanup.md): Audits your saved indicators and scan alerts to find orphaned, duplicate and broken items, then proposes what to keep, merge or delete. It asks before removing anything.
- [Set up a market scan and alert with AI](https://revampkey.com/marketplace/texttoquant/skills/market-scan-and-alert-setup.md): Turns a screening idea into a saved scan with alert conditions and a notification channel, testing how often it would fire first. It asks for your explicit approval before creating or deleting any alert.
- [Compare strategy iterations in TextToQuant](https://revampkey.com/marketplace/texttoquant/skills/strategy-iteration-compare.md): Compares versions of a trading strategy side by side, checks that the runs are comparable, and tests whether a gain is robust or just curve fitting. It asks before running any new backtest.

## Install

- RevampKey: connect TEXT TO QUANT at https://revampkey.com/marketplace/texttoquant; the skills come with it.
- Any Agent Skills tool, into the current project:

```bash
for s in essentials backtest-strategy-review indicator-library-cleanup market-scan-and-alert-setup strategy-iteration-compare; do
  curl -fsSL --create-dirs -o .agents/skills/texttoquant-$s/SKILL.md https://revampkey.com/marketplace/texttoquant/skills/$s/SKILL.md
done
```

### What is a TEXT TO QUANT agent skill?

A SKILL.md file: a short playbook an AI agent loads when your request matches it. Each TEXT TO QUANT skill describes one job, which TEXT TO QUANT tools to use in which order, what to check first and when to stop and ask you.

### Do the TEXT TO QUANT skills change anything on their own?

2 of the 5 only read. The others tell the agent to show you the change and wait for a yes before it creates, edits or deletes anything in TEXT TO QUANT.

### Which tools can use these skills?

Any agent that reads the open Agent Skills format: Claude Code, Cursor, Codex, VS Code with Copilot and RevampKey. In RevampKey they are attached when you connect TEXT TO QUANT; elsewhere you copy the folders into your project or skills directory.

### Do I need the TEXT TO QUANT MCP server too?

Yes. The skills tell the agent how to do the work; the TEXT TO QUANT MCP server gives it the tools to do it. The TEXT TO QUANT MCP setup guide covers every client.

MCP setup guide: https://revampkey.com/marketplace/texttoquant.md