Playground
Price-Blind Research Auditor
Audit a research prompt bundle for price, direction, and position-state leakage — the contamination that biases LLM trade theses. Browser-only. Free.
- Inputs
- Paste + configure
- Runtime
- 1–15 s
- Privacy
- Client-side · no upload
- API key
- Not required
- Methodology
- Open →
1 · Paste research prompt or context bundle
Paste the system prompt, user prompt, and/or retrieved context the LLM will see. Every line is scanned for explicit prices, directional framing, and position-state leakage. Nothing leaves your browser.
Why price-blind research matters
When an LLM sees current prices, directional language, or position state, it reliably generates a thesis that rationalises whichever direction the data implies. The cleanest agent architectures keep research strictly price-blind: the LLM produces a probabilistic view before the risk engine compares it to market state.
Load the demo to see how a typical (contaminated) prompt bundle scores.
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