GitHub Repository

Use locality of reference, a declarative style, and more to simplify code and make it more readable

1 stars

Tighten skill to read AI-generated code faster

Name: Tighten skill to read AI-generated code faster
Availability: InStock
Author: markrogersjr

by markrogersjr·Mar 9, 2026·2 points·0 comments

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AI Analysis

●Mid

Code-reformatting skill to read AI output faster, but narrow scope and unproven impact.

Strengths

•Articulates an underexplored UX problem: AI code readability beyond style (spatial locality matters)
•Blog post signals genuine thinking about why code style affects reading speed, not just aesthetics

Weaknesses

•Skill (not a tool or product)—only works within Claude ecosystem, limited distribution
•No metrics, no before/after examples, no evidence that variable-distance minimization actually improves read speed

Post Description

After repeatedly asking Claude Code to rewrite things in my coding style, I decided to write a skill to do it automatically. Articulating my coding style made me realize that beyond aesthetics, it actually serves an important function: it minimizes the distance between variable references, which means I read code much faster. This is especially useful in the new era of agentic engineering, where the bottleneck is no longer writing code but reading and reviewing it. The skill is called Tighten.

Blog post: https://inmimo.me/blog/tighten Skill: https://github.com/markrogersjr/skills/blob/main/skills/tigh...