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This skill should be used when writing or revising web content, product copy, AI-generated responses, docs, or long-form text where clarity, scannability, and comprehension matter.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Set up or audit Nate's standard dev environment in a project directory. Use when the user says "set up my standard dev environment", "set up my dev env", "change to my standard dev approach", "audit dev env", "check dev env", or wants to add mise tasks, hk hooks, or standardize project tooling.
Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use after modifying code, when asked to simplify code, or during refactoring/cleanup focused on recently changed code.
This skill should be used when creating or revising a GitHub README for a software project, including section structure, onboarding flow, examples, and contribution guidance.
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
Install standardized flog/flay Rake tasks and a pre-commit hook that runs bundle exec rake for Ruby projects. Use when adding or normalizing code complexity and duplication checks.
This skill should be used when users request comprehensive, in-depth research on a topic that requires detailed analysis similar to an academic journal or whitepaper. The skill conducts multi-phase research using web search and content analysis, employing high parallelism with multiple subagents, and produces a detailed markdown report with citations.
| name | readability |
| description | This skill should be used when writing or revising web content, product copy, AI-generated responses, docs, or long-form text where clarity, scannability, and comprehension matter. |
Apply this skill to turn dense copy into web-friendly content that people can scan, understand, and use quickly.
Ground decisions in NN/g guidance from:
references/nng-guidelines.mdCore rules:
Use the bundled script for deterministic checks:
ruby scripts/readability_audit.rb <file>
Optional comparison to baseline branch:
ruby scripts/readability_audit.rb <file> --branch main
Optional grade target (default is 10):
ruby scripts/readability_audit.rb <file> --target-grade 9
The script reports:
Supplemental scripts are available when a narrower check is useful:
ruby scripts/flesch_kincaid.rb <file> [branch]
ruby scripts/vocabulary_profiler.rb <file> [branch]
Use flesch_kincaid.rb for a simple grade-only check. Use vocabulary_profiler.rb to estimate how much copy uses common top-1000 English words; it is backed by scripts/top1000.txt.
Treat these scripts as guardrails, not substitutes for human judgment.
When using this skill in a user-facing task: