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wtf is skill-efficiency-reviewer?

tweetbywale/skill-efficiency-reviewer — explained in plain English

Analysis updated 2026-05-18

0Audience · developerComplexity · 1/5Setup · easy

TL;DR

A Codex skill that audits other Codex skills for clarity, reusability, and quality before you rely on them.

Mindmap

mindmap
  root((skill-efficiency-reviewer))
    What it does
      Audits Codex skills
      Scores 8 dimensions
      Suggests improvements
    Tech stack
      Codex
      Markdown
    Use cases
      Skill quality control
      Pre-share review
    Audience
      Codex skill builders

Code map

Detail Auto

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filefunction / class

Why would anyone build with this?

REASON 1

Score any Codex skill out of ten across eight quality dimensions before using it regularly

REASON 2

Get a report of strengths, weaknesses, and recommended fixes for a skill file

REASON 3

Approve and apply suggested rewrites to improve a skill's clarity and reliability

What's in the stack?

MarkdownCodex

How it stacks up

tweetbywale/skill-efficiency-reviewer0verflowme/alarm-clock0xhassaan/nn-from-scratch
Stars00
LanguageCSSPython
Last pushed2022-10-03
MaintenanceDormant
Setup difficultyeasyeasymoderate
Complexity1/52/54/5
Audiencedevelopervibe coderdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · easy Time to first run · 5min

Wtf does this do

Skill Efficiency Reviewer is a reusable skill for the Codex AI coding tool that audits other Codex skills for quality and usability before you put them into regular use. In Codex, a "skill" is a packaged set of instructions that tells the AI how to handle a particular task, similar to a saved workflow or a custom command. Over time, users accumulate many skills, some well-written and reliable, others vague, brittle, or difficult to reuse. This tool acts as a quality-control layer: you point it at any skill file and it evaluates that skill across eight dimensions, clarity, reusability, workflow logic, practicality, output quality, scalability, maintainability, and update potential. The output is a compact audit report including an overall score out of ten, a quick verdict, a summary of strengths and weaknesses, a table of efficiency factors, identified problems, and recommended improvements. At the end of the review, the tool asks whether you want to apply the suggested changes. It only rewrites the reviewed skill if you explicitly approve. Installation involves cloning the repository, copying the skill file into the Codex skills directory with the required filename, and restarting Codex. Once installed, you invoke it by referencing the path to any skill you want reviewed. It is aimed at people who build their own Codex skills, install skills from others, or want a quick quality check before sharing a skill publicly. No description or topics are listed beyond the README.

Yoink these prompts

Prompt 1
Use Skill Efficiency Reviewer to audit my custom Codex skill for quality issues
Prompt 2
Show me the eight dimensions Skill Efficiency Reviewer uses to score a skill
Prompt 3
Help me install skill-efficiency-reviewer into my Codex skills directory

Frequently asked questions

wtf is skill-efficiency-reviewer?

A Codex skill that audits other Codex skills for clarity, reusability, and quality before you rely on them.

How hard is skill-efficiency-reviewer to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is skill-efficiency-reviewer for?

Mainly developer.

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