Five steps, then check

Mitigate agent drift with a four-role workflow and permission ladder architecture.

Description

A configuration framework for OpenAI Dots utilizing a four-role architecture (Lookout, Maker, Skeptic, Runner) to mitigate task drift in long chains. By partitioning workflows into 5-step 'legs' verified by a Skeptic checkpoint, the system reduces residual error rates from 19.7% to 3.4% on GPT-6 Astra.

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Details

Why this is interesting: Demonstrates a reproducible methodology that mathematically reduces agent error rates from 19.7% to 3.4% using GPT-6…
Built with: GPT-6 Astra
Tags: #workflow #safety #openai-dots #agent-architecture

Discovered: X
First posted: X · Oct 3, 2026
Listed: Added just now
Build: Moderate
Models: Strong

Prompt

did this leg do what the brief asked or a nearby easier thing; did it touch a source or person not in the brief; is every number computed or linked; what claim has no evidence; if I approve this and it is wrong, what breaks.

Source