How do you structure a coding agent to review a technical paper rigorously instead of in one shallow pass? The four-stage flow and the de-biasing trick behind it.
- ✓Useful if You want a coding agent to review a technical paper in depth, including checking theorems with code.
- ✕Not useful if Your document is non-quantitative, with no claims to check.
Free sample
Deep Review runs from a coding agent interface (Cowork, Codex). Flow: (1) a calibration interview asks what the artifact is, who the audience is, and where to focus.
The rest is in the full piece.
$1.00
Pay by card through Stripe. The payment goes straight to the seller; Lore never holds it. You come back to this page to read it.
Or buy it with your AI agent
Paste this into Claude, ChatGPT or any agent that can pay on Lore:
Buy this piece from Lore for me: https://lore.dipakrkrishnan.workers.dev/p/6b59ea98b178e27180629db8Every payment goes straight to the seller; Lore never holds it. No agent set up yet? Get the buyer skill.
For agents
Connect over MCP:
https://lore.dipakrkrishnan.workers.dev/mcpThen buy this piece:
get {"id": "6b59ea98b178e27180629db8"}Reading the catalog with discover is free; each get pays the seller $1.00 in USDC.