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Review prose for repetitive wording, inflated language, and overly regular structure. Get an issues-only audit, a rewritten version, or targeted file edits that preserve the author's voice, existing facts, and protected quoted material.
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Add two to four introductory sentences to French and English whitepaper sections that start directly with tables, code, or lists, supplying practical context while keeping additions within defined line limits.
中文简介正在准备中。当前显示英语简介。
Edit prose that sounds AI-generated while preserving its meaning and the writer’s voice. Review repetitive structures, inflated claims, stock phrases, and unnecessary formatting, then rewrite naturally without inventing facts or losing supported information.
中文简介正在准备中。当前显示英语简介。
Draft, edit, or check prose for formulaic wording and readability problems while preserving source facts and the writer’s voice. Use it to produce plain text or receive specific findings without a full rewrite.
中文简介正在准备中。当前显示英语简介。
Review articles, emails, documentation, and other reader-facing prose for invisible characters and formulaic writing. When measured signals are high, revise the wording while preserving facts, the writer’s voice, code, citations, and required disclosures.
中文简介正在准备中。当前显示英语简介。
Edit prose to remove formulaic AI phrasing, vague claims, inflated language, and repetitive structures. Apply context-appropriate tone to scientific papers, blog posts, and workplace documents, with review scores covering directness, rhythm, authenticity, and concision.
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依据Vercel写作指南检查文档和文章的表达风格、语气、格式与结构，以简洁的文件名和行号报告问题，默认使用随附的固定版本保持审查标准一致。
Create or edit Markdown with each prose paragraph on one source line, letting the viewer wrap the text automatically. Preserve meaningful line breaks in lists, code, and poetry while reducing unnecessary changes in file comparisons.
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Review documentation and prose against the latest Writing Guidelines. Provide files or a file pattern, and the skill checks the retrieved rules and returns concise findings with file names and line numbers.
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Draft or revise technical documentation in a direct, friendly style based on Modal's documentation. Lead with the concept or benefit, place a runnable example near the top, and reduce jargon and vague promotional wording.
中文简介正在准备中。当前显示英语简介。
Edit drafts to remove predictable AI writing habits, including filler phrases, formulaic contrasts, vague claims, and repetitive sentence rhythms. Use concrete wording and active voice, then assess the prose across five review criteria.
中文简介正在准备中。当前显示英语简介。
Submit current work as a GitHub pull request, handling relevant uncommitted changes and reviewing prose before pushing. After creating the PR, run companion skills to generate changelog files, update the description, and return its URL.
中文简介正在准备中。当前显示英语简介。
Edit drafts to remove predictable AI writing patterns, including filler, formulaic contrasts, and vague claims. Make prose more direct and specific, vary sentence rhythm, and assess quality across five dimensions.
中文简介正在准备中。当前显示英语简介。
Edit English and Chinese prose to reduce formulaic AI writing patterns, including filler, inflated claims, and vague attribution. Preserves the original meaning and intended tone while improving sentence variety, directness, and the writer’s voice.
中文简介正在准备中。当前显示英语简介。
Audit or revise formulaic prose while preserving facts, voice, and document structure. A local Python script measures selected writing patterns and checks explicit source details, while the assistant reviews context and makes edits.
中文简介正在准备中。当前显示英语简介。
Edit English and Chinese prose to reduce formulaic wording, inflated claims, vague attributions, and repetitive sentence patterns. It preserves the core meaning and intended tone while improving rhythm, directness, and the writer’s voice.
中文简介正在准备中。当前显示英语简介。
Proofread English academic prose in Quarto .qmd documents for grammar, typos, punctuation, and clarity. Receive a separate Markdown report organized by section, with suggested revisions and reasons, while keeping the source file unchanged.
中文简介正在准备中。当前显示英语简介。
Review prose in Quarto manuscript files for clutter, weak verbs, inconsistent voice, and unclear explanations using William Zinsser’s writing principles. Receive a separate Markdown report with section-based recommendations and reasons, while the source file remains unchanged.
中文简介正在准备中。当前显示英语简介。
Draft economics papers with section outlines, paragraph plans, and original prose for abstracts, introductions, results, and more. Checks help align causal wording with the research design and keep missing evidence clearly marked.
中文简介正在准备中。当前显示英语简介。
Edit drafts to remove predictable AI writing habits, including filler phrases, formulaic contrasts, vague claims, and repetitive sentence rhythms. Use concrete wording and active voice, then assess the prose across five review criteria.
中文简介正在准备中。当前显示英语简介。
Applies Han's shared Human-Readable Output Standard to a target you already have — a file on disk, text pasted into the prompt, or a draft already produced in the conversation — by dispatching the readability-editor to rewrite its prose so the main point comes first, headings are descriptive, each paragraph carries one idea, and sentences stay short and active, while preserving every fact. Use when you want to make a document or draft readable, edit or polish prose for readability, clean up writing, tighten wording, or re-apply the readability standard to something already written. Rewrites prose only, leaving code, diagrams, and citation identifiers unchanged. Does not write new feature or system documentation — use project-documentation. Does not restructure code or review it — use refactor to restructure code and code-review to audit it. Does not judge the underlying work or raise findings; it only rewrites the writing.
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Check that a document's claims about code are actually true by reading the prose, the code, and the tests and reporting (or fixing) where they disagree. Use whenever the user wants to verify a README, guide, spec, or docstring still matches the code; whenever they mention documentation drift, doc-code sync, "is this still accurate", stale docs, or keeping docs/tests/code consistent; before publishing or merging a docs change; or as a periodic doc-accuracy sweep. The agent reads the prose's meaning directly — there is no claim-comment DSL to maintain. Pairs with TDD — the test suite is the deterministic behavioral gate, this skill is the semantic prose-vs-reality review.
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Load at the start of any task whose deliverable is prose another person will read — a PR description, commit message, README, doc, postmortem, blog post, issue or review comment, report, release note or essay — before drafting it, whether the result is pushed, posted, published or saved to a file, without being asked. Draft, then run this pass on the draft before handing it over. Also use when someone says "de-claude", "de-slop", "humanize this", "this reads like AI", "make it sound human", or asks for a voice, tone or register edit. Rewrites the constructions that mark prose as model-written (staged reveals, verdict headers, aphoristic closers, "it's not X, it's Y", em-dash drama, forced triads, flat-certainty adverbs) into plain technical prose and checks the rewrite kept every claim. Not for fiction, poetry, code, or quoted text; for a full adversarial review of a deliverable use challenging.
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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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