Recently Added
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api-tree
by Ender-g
A small utility that quickly generates OpenAPI tree diagrams right in the terminal.
Memex MCP Skill
by shetengteng
Use when the user asks: search memory, find session, what did I discuss, previous conversation, session history, memex, recall, cross-LLM search, AI conversation history.
wechat-reading-custom
by kaiker19
微信读书扩展技能 — 每日阅读回顾（跨书呼应）+ 读后总结 + 笔记导出 + 语义知识库
GNU Radio Flowgraph Assistant
by yoelbassin
Build, edit, validate, execute, and save GNU Radio flowgraphs using the gr-mcp tools. Use when the user wants to create, modify, or run a GNU Radio signal processing pipeline.
avoid-ai-design
by funboy322
Audit and rewrite frontend UI to remove generic AI design patterns ("AI slop"). Use this skill when asked to "de-slop a UI", "make a design look less AI-generated", "audit a component or page for AI design tells", or "fix Claude/Codex-generated frontend that looks generic". Covers HTML/CSS and React/Tailwind/shadcn. Supports a detection-only mode that flags patterns without rewriting.
ai-news-production-harness
by malcolmyu
Project-local guide for producing 第二号 daily digests, research reports, homepage/archive updates, and validation through the Hermes/Codex harness.
get-design-done
by hegemonart
"Master design pipeline for Claude Code. 5-stage workflow: Brief → Explore → Plan → Design → Verify. Run 'brief' first in any new project to capture the design problem, then 'explore' to inventory the codebase and interview for context. Invoke without arguments for status and auto-routing."
gass
by BubblePub
每日追踪 Gabriel Attal 与 Stéphane Séjourné 的法媒/外媒报道与官方行程,聚类、排序(每日三大事置顶)、附来源链接与简短跨源对比,生成中文简报。Use when the user wants the Attal/Séjourné daily digest, French political tracking, or invokes /gass. No API keys required to consume — content comes from a central feed.
Next.js + Supabase Production Engineering Skill
by amarmurmu001
Always prefer the simplest solution that scales.
market-analyzer-meta
by Pengko
A股市场分析聚合层。根据用户意图自动识别分析方向（个股/大盘板块/消息面），路由到对应子 skill 执行。支持三种分析模式：个股微观→宏观、大盘宏观→微观、消息面驱动→板块→个股。
plm
by fishtvlvoe
"個人特質萃取與數位分身指南生成。觸發詞：/plm、啟動 PLM、建立我的分身、更新我的 PLM、有新資料"
ako4all
by TongmingLAIC
Drive an agentic loop that iteratively optimizes a GPU kernel for maximum speedup. Use this skill whenever the user wants to optimize / speed up / benchmark a GPU kernel (CUDA, Triton, TileLang, C++, Python), mentions AKO / AKO4ALL / AKO4X / agentic kernel optimization, asks to "make this kernel faster", or has a kernel they want measured against a PyTorch reference. The skill handles setup, profiling (ncu), correctness checking, iteration logging, and git commits. Bootstraps a workspace in any directory the user points at.
nature-citation
by Yuan1z0825
Add strict Nature/CNS citations to manuscript text by splitting long passages into citable segments, searching only accepted flagship and subjournal titles from Nature Portfolio, the AAAS Science family, and Cell Press, filtering by publication time range, and exporting one reference-manager-ready output by default. Use this skill whenever the user asks to input text and automatically get references, add citations to a paragraph/manuscript, find Nature-series or CNS support for statements, create text-to-reference correspondence, "分段引用", "自动给出引用", "Nature系列引用", "CNS及子刊", "支撑文献", "补引用", "找引用", or export EndNote/RIS/ENW/Zotero RDF. Also trigger on general academic-writing citation needs even without the word "Nature", such as adding references while writing a paper, finding sources/literature for a claim, building a reference list, citation/referencing for academic writing, and Chinese phrasings like 学术写作引用、写论文加引用、写paper找文献、加参考文献、配文献、引用文献、文献支撑.
nature-data
by Yuan1z0825
Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts. Use when the user asks about Nature data availability, research data sharing, repository selection, accession numbers, restricted or sensitive data, source data, supplementary datasets, DataCite-style dataset references, FAIR metadata for academic publication, or Chinese-to-English data availability wording for Chinese-speaking authors preparing Nature-family submissions. Also trigger on general academic-writing data needs even without the word "Nature", such as writing a data availability statement for any journal, code/data sharing sections, repository selection while writing a paper, and Chinese phrasings like 数据可用性声明、数据可用性、 数据共享、代码可用性、学术写作数据声明、写数据声明、数据存放、数据仓库选择.
nature-figure
by Yuan1z0825
Submission-grade Nature/high-impact journal figure workflow for Python or R. Use whenever the user asks to create, revise, audit, or polish manuscript figures, multi-panel scientific plots, figures4papers-style matplotlib plots, or journal-ready SVG/PDF/TIFF outputs, especially for Nature-family or other high-impact journals. Before plotting, define the figure's conclusion, evidence logic, export needs, and review risks. If the user has not chosen Python or R, ask "Python or R?" and stop. Use only the selected backend for figure generation, previewing, exporting, and QA. Supports matplotlib/seaborn and ggplot2/patchwork/ComplexHeatmap. Not for dashboards or Illustrator/Figma-first infographics. Also trigger on general academic-writing figure needs even without the word "Nature", such as making figures/plots for a paper, scientific/academic plotting, data visualization for a manuscript, and Chinese phrasings like 论文配图、学术写作配图、科研绘图、科研作图、画图、作图、出图、论文图表、可视化.
nature-paper2ppt
by Yuan1z0825
Build a complete but efficient Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, abstract, figure legends, or reading notes. Use this skill whenever the user asks to make slides/PPT/PPTX for journal club, group meeting, paper sharing, thesis seminar, lab meeting, department report, or academic presentation from a research paper, not only medical papers. It identifies the paper type and argument, selects only the figures needed for the story, writes Chinese slide content and speaker notes, creates the actual .pptx deck, and runs an explicit self-review/corrective revision loop focused on figure quality, text overflow prevention, and non-template visual design before delivery. Also trigger on general academic-presentation requests even without the word "Nature", such as turning a paper into slides, building an academic talk deck, conference/defense presentations, and Chinese phrasings like 论文做PPT、论文汇报、组会PPT、文献汇报、学术汇报、做幻灯片、讲paper、读书报告PPT.
nature-polishing
by Yuan1z0825
Polish, restructure, or translate academic prose into Nature-leaning English using writing-strategy principles, curated Nature/Nature Communications article patterns, and phrase-level support from Academic Phrasebank. Use whenever the user asks to polish a manuscript paragraph, abstract, introduction, results, discussion, conclusion, title, methods section, or Chinese academic draft for publication-quality English. Also covers LaTeX layout/typesetting (排版) fixes — loose or sparse pages, stranded section headings, figures that don't fill the page or split across pages, "Float too large", multi-panel figure arrangement, and Supplementary Information that looks empty — via references/latex-layout.md. Also trigger on general academic/scientific writing requests even without the word "Nature", including academic writing, scientific writing, SCI/paper writing, English manuscript polishing, language editing, proofreading, and Chinese phrasings such as 学术写作、科研写作、论文润色、写paper、SCI写作、英文论文润色、语言润色、润色、改写、学术英语、英文写作.
nature-reader
by Yuan1z0825
Build full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or pasted text. Use whenever the user asks to translate or read a paper, make 中英文对照/原文对照/全文翻译解读, extract figures or tables into the right positions, preserve figure/table placement near relevant prose, or keep exact source anchors for every block. This skill must not degrade into a summary-only output unless the user explicitly asks for a summary. Also trigger on general paper-reading and translation requests even without the word "Nature", such as reading/translating an academic paper, literature reading, understanding a paper, and Chinese phrasings like 读论文、精读论文、论文翻译、文献翻译、文献阅读、学术阅读、帮我读这篇文章、翻译这篇paper.
nature-response
by Yuan1z0825
Draft, audit, or revise point-by-point reviewer response letters for Nature-family manuscript revisions. Use when the user provides reviewer comments, editor decision letters, revision notes, response drafts, or asks how to respond to major/minor revision requests, rebuttal letters, response to reviewers, peer-review reports, 审稿意见回复, 逐点回复, 修回信, 大修回复, 小修回复, or 如何回复 reviewer. Also trigger on general peer-review response needs during academic writing/revision even without the word "Nature", such as replying to reviewers for any journal, writing a rebuttal/response letter, handling revision comments, and Chinese phrasings like 回复审稿人、审稿回复、返修、 修改稿回复、写rebuttal、回应审稿意见、应对审稿.
nature-writing
by Yuan1z0825
Draft, restructure, or plan Nature-style manuscript sections from author-provided claims, results, figures, notes, or Chinese drafts. Use when the user wants to write or rebuild an abstract, introduction, related-work, method, experiments, discussion, conclusion, title, or full manuscript argument rather than only polish finished prose. Also trigger on general academic-writing requests even without the word "Nature", such as writing a paper from scratch, drafting a manuscript/section, structuring a paper, and Chinese phrasings like 学术写作、科研写作、论文写作、写论文、写paper、SCI写作、帮我写论文、搭论文框架、起草论文、写引言/摘要/讨论.
nature-reviewer
by Yuan1z0825
Simulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal. Use when the user wants a pre-submission review, reviewer report, peer-review style critique, novelty/significance/technical soundness assessment, reviewer-style manuscript evaluation, 审稿人视角评估, 预审稿意见, or Nature reviewer report. Return 3 reviewer reports plus a cross-review synthesis, grounded only in the local Nature reviewer source basis. Also trigger on general pre-submission review requests during academic writing even without the word "Nature", such as getting a mock peer review for any journal, critiquing a draft as a reviewer would, assessing novelty/rigor before submission, and Chinese phrasings like 审稿人视角、模拟审稿、预审、帮我审一下论文、投稿前自审、审稿意见模拟、找论文问题.
finance-replication
by Echo-Tian1
复现金融学实证论文的标准化工具包。涵盖数据预处理（CRSP/Compustat 清洗、 缩尾、合并）、资产定价（Fama-MacBeth、组合排序、因子模型）、公司金融 （面板固定效应、DID、事件研究）、机器学习资产定价等核心实证范式，以及 学术发表级可视化模板。提供 Python 管线模板、关键库速查和本地参考项目索引。 TRIGGER: 论文复现、实证资产定价、Fama-MacBeth、因子模型、事件研究、 组合排序、DID、面板回归、金融异象、收益率预测、波动率建模。
storyboard-spec
by cskwork
Generate side-by-side storyboard-style screen design docs (스토리보드식 화면설계서) — left = pixel-faithful replica of the real screen with numbered callouts, right = per-element annotation table (action/data/exception), plus a thumbnail board index. Reusable across any domain.
good-looking-html
by lorayanglan
Create good-looking self-contained HTML artifacts, single-file HTML pages, visual reports, interactive review surfaces, and PPT-like web decks from notes, outlines, source material, or a topic. Use when the user asks for "Good Looking HTML", "beautiful HTML", "make this into HTML", "HTML artifact", "single-file HTML", "visual report", "interactive page", "web deck", "slide deck", "slides", "presentation", or asks to choose from reusable visual templates. Do not use for ordinary summaries, Markdown-only notes, or generic app development unless the user explicitly wants an HTML artifact or deck.