/technical-writer
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.
$ npx -y skills add codeaholicguy/ai-devkit --skill technical-writer --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/technical-writer
Context preview
The summary Claude sees to decide when to auto-load this skill.
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.
SKILL.md
technical-writer.SKILL.mdname: 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
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
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
Repo: codeaholicguy/ai-devkit
Other skills on ai-devkit.
- /agent-communication
AI DevKit · Exchange information with active Codex, Claude Code, and other AI agents using ai-devkit agent list, detail, and send. Use when an agent needs to find another active agent, read its recent context, send it information, or request information back.
Open skill - /agent-management
AI DevKit · Manage running AI agents with ai-devkit agent commands. Use when an agent needs to identify itself, list agents, start workers, inspect agent detail, assign work, group agents, resume sessions, stop agents, or delegate work to other agents.
Open skill - /agent-orchestration
AI DevKit · Supervise multi-agent workflows over repeated passes: poll progress, unblock waiting agents, coordinate dependencies, relay outputs, resolve conflicts, and verify completion. Use only for ongoing multi-agent coordination, not one-off list/detail/send/start/kill
Open skill - /brainstorm
AI DevKit · Use when the user asks to brainstorm, ideate, generate ideas, expand options, challenge ideas, pressure-test ideas, compare concepts, narrow choices, name something, plan content angles, explore strategy, evaluate product ideas, technical approaches, experiments, or
Open skill - /changelog
AI DevKit · Update CHANGELOG.md Unreleased items from git commits since the latest release. Use when users ask to update changelog/release notes from recent commits, with one concise line per commit and commit/PR links.
Open skill - /dev-commit
AI DevKit · Safe git commit workflow for AI coding agents. Use when the user asks to commit, prepare a commit, stage changes, create a PR-ready checkpoint, or finish work with a conventional commit while avoiding unrelated user changes.
Open skill

