Results for “prose”

Clinical copy-editor that reviews text for communication issues. Use when user says review for prose or improve the prose

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Review touched Rust files for prose-comment quality, rustdoc accuracy, and manually chopped comment wrapping. Use when a broad review needs a dedicated Rust prose/rustdoc pass or when the user asks for comment-quality review specifically.

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Write or rewrite prose so it sounds like a human wrote it — not a frontier model. Named in homage to Rabindranath Tagore, whose prose carried what frontier models reach for and miss: a point of view, specificity over abstraction, and restraint over puffery. Merges two complementary approaches: a 29-pattern catalog of AI tells (from humanizer) plus an 8-rule operating system with an 8-dimension scoring gate (extending stop-slop). Use when drafting, editing, or reviewing any prose: essays, posts, docs, reports, emails. Detects and removes inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary, passive voice, negative parallelisms, filler phrases, inanimate-verb constructions, narrator-from-a-distance voice, and metronomic rhythm. Adds back the things AI writing usually lacks: point of view, stakes, specificity, restraint, varied rhythm, and trust in the reader.

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Catalog-then-fix slop removal on an existing prose draft. Parallel catalog subagents inventory four slop categories (theatrics, overwrought register, corrective antithesis, dramatic short sentences), fix subagents repair only what a catalog names, mechanical lint + frequency analysis bracket the run, and a regression gate (lint delta, word count, cold meaning check) decides whether the result ships. Use when the user says "deslop this draft", "catalog deslop", "strip the AI patterns from this file", or as the final stage of the article-factory and mosaic-writing skills. For writing or redrafting prose from scratch, use the prose skill instead - this skill only repairs an existing draft in place.

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Draft or revise English prose for any brief — documentation body, intake problem statements, spec context, RCA summaries, marketing copy, README sections, PR descriptions. Mandatorily invokes `Skill(humanizer)` as the final pass on every draft. Conditionally invokes `copywriting` for persuasive register, `documentation` for reference docs, `technical-tutorials` for tutorials. Used when any phase needs human-readable prose written or rewritten. Composition only — research and register-picking happen in the caller's context.

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Clinical copy-editor that reviews text for communication issues. Use when user says review for prose or improve the prose

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A hard-edged writing style contract for timeless, forceful English prose without modern AI tics. Use when users ask for prose or rewrites that must be clean, exact, concrete, and free of AI cadence, filler, or therapeutic tone.

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Write or edit Japanese articles, reports, guides, and public-facing drafts so the argument is clear and the prose reads naturally. Preserve the author's meaning, evidence, and voice when revising. Use for requests to write from a topic or notes, remove AI臭 / AIっぽさ, improve awkward wording or structure, or format notes as 箇条書き, チーム共有, 社内共有, a decision note, handoff, Slack post, or Teams post. For existing prose, ask Gemini through Antigravity CLI to rewrite naturally by default, then audit against the source; use the current model if unavailable. Do NOT use for ordinary Japanese answers, progress updates, technical explanations, code review, English-only prose that is not a bullet-formatting request, or an explicitly incompatible format.

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A hard-edged writing style contract for timeless, forceful English prose without modern AI tics. Use when users ask for prose or rewrites that must be clean, exact, concrete, and free of AI cadence, filler, or therapeutic tone.

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A hard-edged writing style contract for timeless, forceful English prose without modern AI tics. Use when users ask for prose or rewrites that must be clean, exact, concrete, and free of AI cadence, filler, or therapeutic tone.

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Expert knowledge of the saksflyt saga pattern implementation in melosys-api. Use when: (1) Debugging or modifying process flows (Prosessinstans, ProsessType, ProsessSteg), (2) Understanding async step execution and locking mechanisms (låsReferanse), (3) Investigating race conditions, OptimisticLockingException, or entity overwrites, (4) Moving event listeners to saga steps to avoid sync/async conflicts, (5) Adding new process types or steps, (6) Deciding whether to use @DynamicUpdate on entities.

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A hard-edged writing style contract for timeless, forceful English prose without modern AI tics. Use when users ask for prose or rewrites that must be clean, exact, concrete, and free of AI cadence, filler, or therapeutic tone.

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Configure compression for command output, prose, and chat history before sending them to AI providers. Choose suitable engines, adjust language rules, and preview compressed text and reported savings before enabling a mode.

• Reduce tokens in build and test output
• Configure compression for long chat histories
• Preview compression results before enabling a mode

Keep comparison answers readable in a terminal about 100 columns wide. Limits Markdown tables to four columns with short phrases, and switches to lists or per-item headings when the content needs longer explanations.

• Present concise comparisons in a narrow terminal
• Build readable mappings of flags and their effects
• Turn prose-heavy tables into lists

Polish or shorten existing academic prose, or translate Chinese drafts into English, while preserving facts, terminology, and the limits of the evidence. Adapt revisions to manuscript sections and journal context, and address LaTeX layout problems.

• Polishing an existing English academic manuscript
• Translating a Chinese academic draft into English
• Shortening Results or main text while preserving supporting evidence

Review and rewrite prose that feels repetitive, vague, or formulaic while preserving its meaning, evidence, and voice. Get quoted examples of problems, a revised draft, an explanation of edits, and a second review.

• Polishing an AI-assisted blog draft
• Reviewing documentation for vague wording
• Editing repetitive marketing copy

Make agent replies and progress reports concise while preserving exact code, commands, numbers, and meaning. The guidance puts conclusions first, removes filler, and uses complete wording whenever brevity would make warnings or instructions unclear.

• Shortening agent replies
• Making progress reports easier to scan
• Reporting errors with a clear next step

Explain code structure, execution flow, and proposed changes with a focused visual, such as pseudocode, a tree, a Mermaid diagram, or a diff. Use a single HTML artifact when a richer layout is needed.

• Explaining branches and function call order
• Showing UI, module, or file responsibilities
• Comparing structure before and after a change

Review documentation, READMEs, guides, or prose against the good-docs-writing style rules. Receive structured findings with file and line references, quoted passages, and concrete rewrites. Files are edited only when explicitly requested.

• Checking a README's voice and tone
• Auditing a guide against writing rules
• Getting specific rewrites for flagged passages

Write, revise, and review beads user documentation using consistent terminology, explanations, diagrams, and navigation. Follow project rules for generated pages and release alignment, with checks for links, freshness, and documentation consistency.

• Write user guides with consistent beads terminology
• Simplify confusing explanations with diagrams and examples
• Reorganize pages, navigation, links, and redirects

Inspect and remove invisible characters from text and AI provenance metadata, information about content origin, from images and documents. It also supports prose rewriting and reports what changed, with limits on verifying watermark removal.

• Removing invisible characters from owned text
• Cleaning AI provenance metadata from images and documents
• Rephrasing prose while preserving facts and meaning

Develop fiction from existing ideas, notes, or partial drafts. Organize themes, character changes, plot, setting, relationships, reader knowledge, and prose, then use writer-approved plans to guide drafting and revision from short stories to book series.

• Turning scattered novel notes into a story plan
• Exploring character changes and themes
• Drafting scenes from an approved story bible

Improve emails, blog posts, technical documents, and creative prose while preserving the author's voice. Get revised wording with explanations, plus guidance on grammar, structure, and clarity suited to the intended audience and format.

• Making an email easier to understand
• Improving a blog post's structure
• Clarifying technical documentation

Review newly added comments, docstrings, and changelog entries so future readers can understand the current code. Revise development history, redundant explanations, and unclear shorthand while preserving constraints that the code cannot explain on its own.

• Review comments before committing
• Check prose added across a branch
• Clarify function documentation for future readers