Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
GitHub Copilot
Gemini CLI+17 moreClaude CodeCursorCodex CLIGitHub CopilotGemini CLI
VS Code
Windsurf
Manus+14 moreAgent Loop Guardian
Teaches AI coding agents to detect when they're stuck in a repeating action loop (same file edit, same tool call, same error pattern) and break out before burning tokens. Uses a three-layer detection
Free
See it in action
You say
Research NVDA. Check fundamentals, latest SEC filings, and what the options market sentiment looks like for the upcoming earnings.
Your agent does
Research Report: NVDA
Fundamentals
- P/E Ratio: 32.4
- Revenue Growth: 262%
- FCF: Positive
Options Sentiment
- Put/Call Ratio: 0.62 (Bullish)
- Implied Move: +/- 8.2%
Recent Filings
- 10-K filed 2024-02-21
- 8-K filed 2024-05-22 Macro context: 10Y Treasury at 4.2%. Financials are strong.
About this skill
Teaches AI coding agents (Claude Code, Cursor, Codex CLI) to perform structured financial research using free APIs and systematic methodology. Covers SEC filing analysis, financial metrics extraction, peer comparison, options market sentiment, and macro context gathering. For quant traders and finance-savvy developers who want their agents to do the research legwork without paid subscriptions.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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