iterative-refinement

Name: iterative-refinement
Rating: 5 (2 reviews)
Author: Sandeeprdy1729

This rapid iterative refinement skill applies 4-6 structured improvement cycles to any output, from writing to code. It ensures coherence and prevents regression or drift from the original intent, with each cycle targeting a specific dimension until a quality threshold is met.

2stars

Updated 17 days ago

View on GitHub ↗License: Apache-2.0

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Iterative Refinement Loops

"Make it better" produces one of two failure modes: circular iteration (the output changes but doesn't improve, just moves sideways) or regression (fixing one dimension breaks another).

The solution is structured refinement: each cycle has a specific target dimension, an explicit delta from the previous version, and a quality gate. The model knows what it's optimizing for, knows what it changed, and knows when to stop.

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