Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Eliminate predictable AI writing patterns from prose.
Cut filler phrases. Remove throat-clearing openers, emphasis crutches, and all adverbs. See references/phrases.md.
Break formulaic structures. Avoid binary contrasts, negative listings, dramatic fragmentation, rhetorical setups, false agency. See references/structures.md.
Use active voice. Every sentence needs a human subject doing something. No passive constructions. No inanimate objects performing human actions ("the complaint becomes a fix").
Be specific. No vague declaratives ("The reasons are structural"). Name the specific thing. No lazy extremes ("every," "always," "never") doing vague work.
Put the reader in the room. No narrator-from-a-distance voice. "You" beats "People." Specifics beat abstractions.
Vary rhythm. Mix sentence lengths. Two items beat three. End paragraphs differently. No em dashes.
Trust readers. State facts directly. Skip softening, justification, hand-holding.
Cut quotables. If it sounds like a pull-quote, rewrite it.
Before delivering prose:
Rate 1-10 on each dimension:
| Dimension | Question |
|---|---|
| Directness | Statements or announcements? |
| Rhythm | Varied or metronomic? |
| Trust | Respects reader intelligence? |
| Authenticity | Sounds human? |
| Density | Anything cuttable? |
Below 35/50: revise.
See references/examples.md for before/after transformations.
MIT
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概要と使いどころ
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
日本語の概要は準備中です。原文の説明を表示しています。
Rebuilds session context after a clear by reading git history, plans, and beads state. Triggers on 'catch up'.
日本語の概要は準備中です。原文の説明を表示しています。
Generate a bullet-point summary of branch changes for a PR description. Triggers on "changelog", "pr summary", "summarize branch", or "/changelog".
日本語の概要は準備中です。原文の説明を表示しています。
Commit the current changes with quality checks, status review, staged diff inspection, appropriate tests, and a clear commit message. Use when the user says "commit", "c", asks to make a commit, or wants changes saved in git.
日本語の概要は準備中です。原文の説明を表示しています。
Refactor code to remove dead code, useless comments, unused variables, and unused imports. Use when asked to declutter a class, clean up noisy code, remove cruft, or run `/refactor:declutter`.
日本語の概要は準備中です。原文の説明を表示しています。
Refactor duplicated code by extracting helpers, shared abstractions, or clearer reusable structure. Use when asked to apply DRY, remove duplication, consolidate repeated logic, or run `/refactor:dry`.
日本語の概要は準備中です。原文の説明を表示しています。