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.
中文简介正在准备中。当前显示英语简介。
- Review comments before committing
- Check prose added across a branch
- Clarify function documentation for future readers
pipecat-ai/pipecat☆ 1.7万2026年10月21日 更新
Analyze a long novel through its opening chapters, chapter summaries, plot causality, reader emotions, pacing, relationships, settings, and prose style. Produce reusable writing references, continue partial analyses, or fill gaps in existing reports using available evidence.
中文简介正在准备中。当前显示英语简介。
- Studying how a novel's first three chapters engage readers
- Mapping plot causality, timelines, and character relationships
- Examining emotional effects, pacing, and prose style
zenstory-ai/oh-story-claudecode☆ 78482026年10月18日 更新
Draft and edit Chinese or English prose, technical instructions, and product copy. Preserve meaning and the author's voice while removing repetition and formulaic AI wording, with support for release notes, social posts, and localization reviews.
中文简介正在准备中。当前显示英语简介。
- Removing formulaic AI wording from a draft
- Clarifying installation or operating instructions
- Polishing release notes and social posts
tw93/Waza☆ 73392026年10月18日 更新
Edit headlines, marketing copy, and product text into clear, concrete prose. Provides examples for removing empty claims, repetitive phrasing, and excessive formatting while preserving the writer’s voice and avoiding invented facts.
中文简介正在准备中。当前显示英语简介。
- Rewriting vague headlines and product descriptions
- Editing repetitive phrasing in AI-written drafts
- Checking claims, figures, and testimonials against source material
miqdadbadjuber/anti-slop☆ 67762026年10月16日 更新
Polish academic English or translate Chinese drafts using Nature and Nature Communications writing patterns. Review section logic before refining sentences, preserve the author's evidence and claims, and provide revised prose with brief notes explaining the main changes.
中文简介正在准备中。当前显示英语简介。
- Polishing an abstract or introduction in academic English
- Translating a Chinese academic draft into English
- Clarifying the roles of Results and Discussion
Galaxy-Dawn/claude-scholar☆ 58672026年10月19日 更新
Draft or restructure scientific manuscripts using Nature-style argument patterns, starting from supplied results, figures, notes, or Chinese drafts. It organizes sections, connects claims to evidence, and identifies missing inputs while keeping conclusions within the research's demonstrated limits.
中文简介正在准备中。当前显示英语简介。
- Drafting an abstract from research results and figures
- Rebuilding an introduction around the research gap
- Turning Chinese research notes into English manuscript prose
Galaxy-Dawn/claude-scholar☆ 58672026年10月19日 更新
Draft and revise research papers, thesis sections, and responses to reviewers, primarily in Chinese or in English on request. Organize arguments around supplied evidence while preserving formulas, citations, terminology, and measured results.
中文简介正在准备中。当前显示英语简介。
- Drafting abstracts and introductions from research notes
- Improving logic and wording in thesis manuscripts
- Preparing responses to peer reviewers
zLanqing/codex-claude-academic-skills☆ 51732026年5月14日 更新
Review English prose for formulaic phrases and other patterns associated with AI writing, then make targeted edits while preserving meaning and voice. Choose findings only, a rewritten version, or direct edits to a prose file.
中文简介正在准备中。当前显示英语简介。
- Checking an English draft before publication
- Reviewing flagged phrases without changing the text
- Editing a Markdown draft directly
conorbronsdon/avoid-ai-writing☆ 51532026年10月20日 更新
Refine AI-assisted academic drafts into natural scholarly prose while preserving citations, statistics, and methodological details. Choose how extensively to revise and which sections to edit, then review a report comparing the original and revised text.
中文简介正在准备中。当前显示英语简介。
- Polishing an AI-assisted academic draft
- Making minimal edits before journal submission
- Revising only the abstract and discussion
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47102026年10月20日 更新
Proofread academic manuscripts in LaTeX, Markdown, or plain text for typos, grammar, and unclear wording. Review proposed changes one at a time before applying them, while preserving arguments, citations, equations, and code.
中文简介正在准备中。当前显示英语简介。
- Checking grammar and typos in an English paper
- Reviewing wording changes one at a time
- Polishing prose in LaTeX or Markdown
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47102026年10月20日 更新
Edit medical research manuscripts for clearer, more natural academic prose. Address inflated claims, vague wording, inconsistent terminology, and repetitive sentence patterns while preserving scientific meaning, supplied data, appropriate caution, and the author's established writing style.
中文简介正在准备中。当前显示英语简介。
- Revise formulaic wording in an English medical paper
- Clarify comparisons and logical links in dense prose
- Standardize terminology throughout a manuscript
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47102026年10月20日 更新
Proofread applied microeconomics manuscripts across prose, equations, tables, notes, and references. The workflow combines specialized reviews into a prioritized report with exact locations, suggested corrections, consistency checks, and items requiring author verification.
中文简介正在准备中。当前显示英语简介。
- Proofreading an economics paper before submission
- Checking numbers against tables and figures
- Reviewing equations and terminology
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47102026年10月20日 更新
Draft a pull request description that explains the problem, implementation, trade-offs, and testing. It combines source-backed reasoning, validated Mermaid diagrams, and actual validation output into one Markdown file reviewers can assess on its own.
中文简介正在准备中。当前显示英语简介。
- Turning branch changes into a PR description
- Explaining design choices and trade-offs
- Presenting test evidence for behavior changes
microsoft/apm☆ 41062026年10月21日 更新
Review a branch diff for tests that do not protect meaningful behavior, prose that adds no useful information, and unnecessary code structures. When editing is authorized, simplify the changes and verify them with focused tests.
中文简介正在准备中。当前显示英语简介。
- Removing tests that do not protect meaningful behavior
- Trimming redundant comments and documentation
- Simplifying unused helpers and compatibility code
marin-community/marin☆ 39952026年10月21日 更新
Use when polishing the prose of an Accounting, Organizations and Society (AOS) manuscript — sustained argumentative writing that carries theory and evidence together, a self-contained abstract, disciplined length despite the absence of a hard cap, and full anonymization for double-anonymized review. Polishes prose; it does not run the submission preflight (aos-submission).
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12832026年9月27日 更新
Use when the user mentions GPT Image 2.0 or GPT Image 2.5, gpt-image-2, gpt-image-2.5, gpt_image_2_5, GPT-Image-2 prompts, the Flare / Sunburst variants, a transparent-background image, or wants to generate an image with GPT Image 2.0 or 2.5. Covers when to prefer GPT Image 2.5 over 2.0 (transparent background, xhigh/max quality, extra aspect ratios — from platform and OpenAI facts), the CLI-vs-MCP disagreement on gpt_image_2, the three-format prompt taxonomy (Format A structured JSON for UI mockups and layout-dense images; Format B dense cinematic prose for single-subject scenes; Format C auto-derive meta-prompt for theme-only concepts), per-format craft patterns, output conventions, the 6-item pre-delivery checklist, and cross-surface workflow context (companion static-ads-workflow.md for ad recreation; higgsfield-marketing-studio cross-surface-workflow.md §3 for ms_image / DTC Ads Higgsfield-native alternative).
中文简介正在准备中。当前显示原文说明。
OSideMedia/higgsfield-ai-prompt-skill☆ 7712026年9月27日 更新
Write and read the between-session handoff file so a fresh agent with no memory can pick up where the last one stopped without re-deriving context. Structured prose, not JSON — the model writes prose better.
中文简介正在准备中。当前显示原文说明。
Archive228/loopkit☆ 7552026年7月15日 更新
One-shot efficiency audit of a file, diff, or whole repo across BOTH axes at once: over-engineered code (reinvented stdlib, needless abstractions, speculative config) AND bloated prose (verbose comments, padded docstrings, redundant doc sections). Neither a pure code-minimizer nor a pure prose compressor does both in one pass. That's the point. Ranked report, biggest saving first; changes nothing. Use when the user says "chisle audit", "/chisle-audit", "audit this for bloat", "what can I cut", "review this PR for over-engineering and verbosity".
中文简介正在准备中。当前显示原文说明。
JayPokale/Chisle☆ 6912026年10月18日 更新
Reviews lyrics and prose for AI-written patterns (abstract noun stacking, over-explained metaphors, cliche escalation, missing idiosyncrasy, prose AI tells). Advisory Warning/Info severity — flags issues, does not block or rewrite. Use when reviewing lyrics for authenticity or before generation to catch AI-sounding language.
中文简介正在准备中。当前显示原文说明。
bitwize-music-studio/claude-ai-music-skills☆ 5762026年10月15日 更新
Decision rubric for when an LM agent should write-and-run code (Program-of-Thought / code interpreter) versus reason in natural language: classify each step as deterministic- computable (emit + execute code, feed the result back) vs judgment (stay in prose). Use when designing or debugging an agent step that does arithmetic/parsing/data transforms, when prose reasoning hallucinates a computation (under-coding), or when a sandbox round- trip is wasted on a judgment task (over-coding). Search keywords: code interpreter, agent does math wrong, calculator hallucination, when to run code vs reason, program of thought, PoT, tool vs reasoning.
中文简介正在准备中。当前显示原文说明。
agentsope/SkillAlchemy☆ 4392026年10月9日 更新
Polish, translate, diagnose, and restructure technical manuscript text into IEEE-style academic English using routed failure-mode guidance. Use for IEEE abstracts, introductions, related work, methods, experiments, conclusions, figure captions, rebuttals, Chinese-to-English technical writing, AI-like or template-like academic prose, and engineering prose that needs clearer problem logic, contribution framing, method rationale, evidence discipline, natural author voice, or reviewer-ready wording.
中文简介正在准备中。当前显示原文说明。
CloudWave818/ieee-skills☆ 3992026年8月12日 更新
Runs parallel prose and craft review agents against a voice profile. Use when checking generated content for AI patterns and voice drift before publishing.
中文简介正在准备中。当前显示原文说明。
athola/claude-night-market☆ 3422026年10月17日 更新
This skill should be used when the user asks to "line edit", "edit my prose", "polish this chapter", "tighten the prose", "improve the sentences", "copyedit", "proofread", "proof pass", "check grammar and punctuation", "dialogue punctuation", "make the voices distinct", "everyone sounds the same", "read it aloud", "read-aloud pass", "text to speech", or wants a sentence-level quality pass on drafted chapters that preserves the author's voice. NOT for creating the style sheet, recording character voices, or checking voice consistency (use voice-style).
中文简介正在准备中。当前显示原文说明。
danjdewhurst/story-skills☆ 3362026年10月21日 更新
This skill should be used when the user asks to "create a style sheet", "style guide", "house style", "keep the voice consistent", "voice drift", "British or American spelling", "character voices", "lint the prose", "prose check", "filter words", "said-bookisms", "overused words", "repeated phrases", "similar character names", "voice fingerprints", or wants to record and enforce the voice and surface conventions of a story project. NOT for rewriting dialogue to make the voices distinct when everyone sounds the same (use line-editing), or a character's profile or arc (use character-management).
中文简介正在准备中。当前显示原文说明。
danjdewhurst/story-skills☆ 3362026年10月21日 更新