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AI DevKit · Review and improve documentation for novice users. Use when users ask to review docs, improve documentation, audit README files, evaluate API docs, review guides, or improve technical writing.

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ai-devkit
1.7k31 skills1 hook

Claude Code

$ npx -y skills add codeaholicguy/ai-devkit --skill technical-writer --agent claude-code

SKILL.md

technical-writer.SKILL.md
name: technical-writer
description: AI DevKit · Review and improve documentation for novice users. Use when users ask to review docs, improve documentation, audit README files, evaluate API docs, review guides, or improve technical writing.

Technical Writer Review

Review documentation as a novice would experience it. Suggest concrete improvements.

Hard Rules

  • Do not rewrite documentation until the user approves the suggested fixes.
  • Suggest concrete fix text, not vague advice.

Review Dimensions (rate 1-5)

  • **Clarity**: Can a novice understand it without outside help?
  • **Completeness**: Are prerequisites, examples, and edge cases covered?
  • **Actionability**: Can users copy-paste commands and follow along?
  • **Structure**: Does it flow logically from simple to complex?

Priority

  • **High**: Blocks novice users from succeeding.
  • **Medium**: Causes confusion but workaround exists.
  • **Low**: Polish and nice-to-have.

Red Flags and Rationalizations

| Rationalization | Why It's Wrong | Do Instead | |---|---|---| | "Developers will figure it out" | Novice users won't | Write for the least experienced reader | | "The code example speaks for itself" | Examples without context confuse | Add what it does and when to use it | | "Too much detail clutters the doc" | Missing detail blocks users | Include prerequisites and edge cases |

Output Template

## [Document Name]

| Aspect | Rating | Notes |
|--------|--------|-------|
| Clarity | X/5 | ... |
| Completeness | X/5 | ... |
| Actionability | X/5 | ... |
| Structure | X/5 | ... |

**Issues:**
1. [High] Description (line X)
2. [Medium] Description (line X)

**Suggested Fixes:**
- Concrete fix with example text
Read more
@codeaholicguy
Ships withai-devkit

The control plane for AI coding agents. AI DevKit gives Claude Code, Codex CLI, Gemini CLI, opencode, Pi, Cursor, GitHub Copilot, Devin, and other coding agents one local-first operating layer: one config, one console, local memory retrieval, cross-agent

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Questions about technical-writer.

Which coding agents can use technical-writer?
technical-writer installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.