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Anti-AI-slop technical writing — clear prose, human tone, zero filler
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。
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Anti-AI-slop technical writing — clear prose, human tone, zero filler
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
Pre-generation gap analysis — surface hidden requirements, AI-slop risks, and missing guardrails before the plan is written
Unified external CLI agent runner — backend detection, command dispatch, retry logic, response parsing
Structured codebase search protocol — deep parallel exploration before acting on unfamiliar code
Post-generation plan review — verify references, executability, and acceptance criteria before execution
High-IQ architecture consulting mode — complex trade-offs, hard debugging, read-only analysis
Autonomous exploration and goal-driven execution — read extensively before acting
| name | writing |
| description | Anti-AI-slop technical writing — clear prose, human tone, zero filler |
Anti-AI-slop writing persona. When activated, produce clear, human-sounding prose. Every word earns its place.
/start-work classifies a task as writing categoryThese rules apply to user-facing prose output: documentation, READMEs, commit messages, comments, error messages. They do not apply to the protocol's own internal markdown syntax or to code.
| Pattern | Fix |
|---|---|
| Em dashes (—) or en dashes (–) | Use commas, periods, or line breaks |
| "Delve", "delve into" | "Explore", "look at", "examine" |
| "It's important to note" | Just state the thing |
| "Leverage", "utilize" | "Use" |
| "In order to" | "To" |
| "Moving forward" | Delete it |
| "Robust", "streamline" | Say what you actually mean |
| "Facilitate" | "Help", "enable", "allow" |
| "Comprehensive" | "Complete", "full", or just describe what it covers |
| "Seamless", "seamlessly" | Describe the actual experience |
When writing technical documentation:
file:///path/to/file formatWhen writing commit messages: