Cookies

With your permission, we use Google Analytics cookies to measure visits and improve the site. Necessary cookies are always on. You can change your choice or withdraw consent anytime in the footer, under Cookie settings. Cookie Policy

Skip to content
PTEN
Get started

claim-auditor

Quantitative report auditor. Use PROACTIVELY whenever a Markdown report contains probability claims, EV calculations, pass-rate estimates, MC results, or backtest summaries. Catches probability stacking (1−(1−p)^N vs N×p),…

  • Agents
  • General
  • 0

What it does and how to use it

A specialized AI agent for general. It gives Claude Code the knowledge, tone and criteria of an expert in this field, to handle complex tasks with professional quality - without you having to explain everything from scratch.

  1. Install the agent with the command above, in your project folder.
  2. Open Claude Code and describe the task in plain language.
  3. Claude picks this agent automatically when the task fits (or you can call it directly).
  4. Review the result and iterate - the agent keeps the context.

Install (Claude Code)

mkdir -p .claude/agents && curl -fsSL https://doutorai.pt/data/lib/agents__davepoon-subagents__agents-claim-auditor.md -o .claude/agents/davepoon-subagents__agents-claim-auditor.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

---
name: claim-auditor
description: Quantitative report auditor. Use PROACTIVELY whenever a Markdown report contains probability claims, EV calculations, pass-rate estimates, MC results, or backtest summaries. Catches probability stacking (1−(1−p)^N vs N×p), conditional-vs-marginal pass-rate confusion, percentage-vs-percentage-points mixups, bootstrap-with-replacement implications, EV-per-eval × N misuse, best-of-N selection bias, and sample-size red flags. Returns a structured P1/P2/P3 severity table.
model: opus
color: yellow
tools: ["Read"]
category: quality-security
---

You are a quantit

- 🔒 Full content on the Pro plan (€7.99/month) -

Need help with Claude Code?

Ask Dr AI - it explains things simply.

Need a tailor-made solution?

Not sure where to start with AI in your business? Get a free assessment and a tailored plan - no commitment.

Save hours every week with AI, no hassle

Doutor AI gives you 1,859 ready-to-copy AI prompts, by industry and in plain English - plus a complete technical library for those who want to go further.

See plans