#SkillRepo stars

1. 97Vibeth3vib3coder/vibe-scienceScientific research engine with agentic tree search. Infinite loops until discovery, rigorous tracking, adversarial review, serendipity preserved.17
2. 98Genesis Mind Strategic IntelligenceElmatadorZ/Genesis-Mind-Cognitive-SkillUse this skill for ANY of the following — do not skip it even if the query seems simple: strategic decisions, business analysis, thesis building, complex problem solving, geopolitical analysis (non-market), philosophical reasoning, academic research, system design, decision under uncertainty, long-form thinking, or any question that benefits from First Principle deconstruction and multi-agent reasoning. ALWAYS use this skill when the user asks about: why something works the way it does, whether a decision is correct, how to think about a complex problem, what could go wrong, analyzing a situat15
3. 99Paper Searchacademicatstool-netizen/Cat_paper_searchFind academic papers and read them — searches real scholarly databases for prior work on a topic, then resolves and deep-reads the open-access PDF of any paper you pick. Use this skill WHENEVER the user wants to discover literature or read a study: "find recent papers on X", "what does the research say about Y", "find sources for my thesis on Z", "search for prior work on ...", or "summarise / read / extract the findings from this paper / this arXiv id / this DOI / this PDF". Trigger even when the tool isn't named. Results are real papers from public APIs (OpenAlex, Crossref, arXiv, Semantic S15
4. 100Giasip ResearchGiaSip/giasip-skillsUse when the user asks to research, investigate, compare competitors, study a market or industry, check the current status of a regulation or policy, search literature, or simply look something up that needs external sources. Any question that requires fetching outside information triggers this skill. To verify specific claims in an existing report, use a dedicated verification pass instead.13
5. 101Visual Researchcurious-endeavor/visual-researchThis skill should be used when analyzing a competitor's brand identity, auditing visual brand elements, researching brand positioning, comparing brand aesthetics, evaluating competitor design language, or conducting systematic visual research on brand identity, logo systems, color palettes, or design patterns for competitive analysis. Triggers on: 'research [brand]', 'visual research', 'brand research', 'brand visual audit', 'competitor visual analysis', 'analyze [brand] identity', 'brand audit', 'visual identity analysis', 'find images for [brand]', 'capture [brand] social'.11
6. 102Embodied AI Paper WriterOpenGHz/embodied-ai-paper-writerProfessional embodied-AI paper-writing coach distilled from 63 top-conference papers (CoRL, RSS, ICRA, IROS, Science Robotics, 2022–2026). Teaches writing craft only — vocabulary, sentence patterns, paragraph flow, figure/table conventions, section-by-section construction, rhetorical pivots, appendix norms. NOT a content advisor: teaches HOW to write, not WHAT to claim. Use when the user mentions writing or reviewing any paper section (abstract, intro, method, related work, experiments, results, ablations, conclusion, limitations, appendix), titling, figure captioning, paragraph polishing, reb15
7. 103Pain MinerAdvancingTitans/pain-minerEvidence-driven community pain research for product discovery. Runs public Reddit, Hacker News and V2EX collection; profiles communities, labels intent and relevance, and renders a source-linked nine-section report. Use for pain mining, user research, community evidence, micro-SaaS discovery, or product opportunity validation.13
8. 104Researchhec-ovi/research-skillAnswers research questions - best X, compare A vs B vs C, what's the latest Y, evaluate this tool, how does Z work. Prefer this over a plain web-search skill for those questions: it searches the web itself and saves the findings. Recalls prior findings from the project's persistent .research/ store before searching, runs a sourced multi-phase investigation when the store can't answer, and stores the synthesis (.research/ with an INDEX.md dispatcher and per-topic FINDINGS.md entries) so the next session skips the re-research.15
9. 105Paper Reviewjam-cc/paper-review.skillReview ML/AI research papers, critique contributions and experiments, write referee reports, or self-review before submission. Use for requests such as 'review this paper', 'what are the weaknesses', 'help me referee', '审稿', '写审稿意见', '评审这篇论文', '帮我审', or '投稿前自审'. Also use to improve an existing review or verify its references.16
10. 106Academic Revision ChecklistJimmyRaoUF/academic-revision-checklistReader-first revision of academic English (dissertation chapters, abstracts, papers, defense slides). Finds the sentences a first-time reader stops at, fixes them in the author's voice, and turns each fix into a rule checked across the whole document. 66 checks from 60+ revision rounds of one HCI dissertation, a 16-item quick list, reading protocols, and a script that lists candidates for the mechanical checks. Use when revising or checking academic writing, when a text reads like AI, or when one reader comment should be applied everywhere. 修改或检查英文学术写作（博士论文、摘要、期刊论文、答辩讲稿）：找出第一次读的人会卡住的句子，按作者的口吻改13
11. 107Academic Figuressai-tv/academic-figuresGenerate professional, publication-ready scientific figures as editable SVG files for academic journals (Nature, Science, Cell, ACS, IEEE, Elsevier). Use this skill whenever the user wants to create a schematic figure, graphical abstract, TOC graphic, experimental workflow diagram, conceptual illustration, multi-panel figure, or any visual for a research paper or presentation. Also trigger when users mention "figure for paper", "journal figure", "scientific illustration", "panel figure", "graphical abstract", "TOC graphic", "schematic diagram", "Inkscape", "Ipe editor", or requests for publica15
12. 108Legal Paper ReviewClara-Ren/legal-paper-review模拟中国法学顶级期刊（如《法学研究》《中国法学》《中外法学》）的匿名同行评审，评估论文的创新性、理论贡献、教义学论证链条与退稿风险，输出结构化审稿意见。本 Skill 只做评价，不替作者修改论文。15
13. 109Industry Chain Researchivanyinjc-blip/industry-chain-research产业链深度研究 9 段对齐 skill(2026-07-06 v4.1:在 8+1 之前加 chain-radar 行业雷达)。 基于「齐码.SKILL」Design-by-Contract 思想 + harrischen/invest 多因子评分 + zhangmusinb/gushifenxi 深度研究方法,形成「周期 × 缺口 × 政策」三角定位法。 每段输入=上段产物,实现"结论=证据"的全链路对齐。 包含三层价值量(成本/利润/瓶颈)、三类缺口(瓶颈/增量/国产替代/新需求)、 反证条件、跟踪指标。聚焦 A 股 + 港股 + 美股产业链投研。12
14. 110Zotero Searchurschrei/zotero_search_skillSearch the user's local Zotero library, find related papers via Semantic Scholar, and discover citations/references. **Claude Code only** - this skill requires a local Zotero instance and access to a port on localhost. Use when the user asks to search their Zotero library, find papers on a topic, explore citations of a paper, or find related literature. Supports cross-referencing Semantic Scholar results against the local library.12
15. 111Lead Research BriefLuispitik/lead-research-briefInvestiga un lead comercial B2B, mapea sus procesos operativos AS-IS y genera el backlog de una app a medida. Entrega 3 artefactos (resumen en chat + HTML interactivo + Word) y opcionalmente una demo-app funcional con datos sintéticos y branding del cliente (Fase 6). USAR SIEMPRE cuando el usuario diga "investiga este lead", "haz el brief de", "prepara la propuesta para", "genera el mapa de procesos de", "brief_investigacion", o proporcione un formulario de lead con organización, sector o problema.10
16. 112Researcher Recruiting SkillLofiSu/recruiting-skillsUse when finding authors and public professional evidence for an arXiv paper or exact paper title, or when enriching a filtered batch of researcher candidates handed off by research-talent-scout.10
17. 113Amazon Product Research Skillshen169/amazon-product-research-skillAmazon Best Sellers category analysis for e-commerce product research and selection decisions. Activates when users analyze Amazon categories, find black horse products, research competitors, or evaluate market entry opportunities. Triggers on phrases like analyze Amazon category, find high-potential products, Amazon Best Sellers research, product selection analysis, competitor analysis, market opportunity scan. Supports macro category analysis (price tiers, brand concentration, monopoly risk), micro product analysis (potential score calculation), AI-powered product labeling (category type, fo11
18. 114Paper2pptwp-a/paper2pptUse when a user wants an editable PowerPoint or PPTX made from a scientific or academic paper, paper PDF, DOI, PMID, arXiv link, article text, abstract with figure legends, or research notes for a journal club, group meeting, lab meeting, paper sharing, thesis seminar, or research talk; also when they ask for 论文转PPT, 文献汇报, 组会PPT, or 论文解读PPT. Not for general-purpose slide decks, business presentations, slide-image reconstruction, or paper-search-only requests.11
19. 115Darin Broll Skilljidarin9383/darin-broll-skillDarin 的外部工具 editorial paper-collage B-roll 提示词工作流。把约 5 秒口播、观点句、小红书/抖音选题或抽象概念压成一个清晰视觉隐喻，再依次输出视觉方向、首帧与尾帧英文提示词、视频生成英文提示词。用户提到“拼贴 B-roll”“纸拼贴视频”“半调拼贴动画”“给这句口播配画面”“首尾帧提示词”或要求把文稿做成编辑拼贴动画时使用。强制执行两次确认：视觉方向确认后才给静帧提示词，静帧提示词确认后才给视频提示词。默认只写提示词，不调用图像或视频生成工具。10
20. 116Math Research Activatorthe-thinker0/math-skill数学研究助手：将 AI 研究目标转成数学对象、可实现机制和可验证结论；用于架构/算子构造、理论分析、跨数学领域思路发现与结构迁移、研究相关数学查询，以及密码学定义、构造、归约与协议审查。纯实现型 debug、重构、调参和一般代码审查不触发。 English: Turn AI research goals into mathematical formulations, implementable mechanisms, and testable conclusions. Use for architecture/operator construction, theoretical analysis, cross-field mathematical discovery, math-to-AI transfer, research-related mathematics, and cryptographic definitions, constructions, reductions, or protocol reviews. Exclude implementation-only debugging, refactoring, tuning, and general code review.12
21. 117Deep Research24601/agent-deep-researchAsync deep research via Gemini Interactions API (no Gemini CLI dependency). RAG-ground queries on local files (--context), preview costs (--dry-run), structured JSON output, adaptive polling. Universal skill for 30+ AI agents including Claude Code, Amp, Codex, and Gemini CLI.9
22. 118Apple Health Analysislabrinyang/apple-health-analysisClinical-grade deep analysis of Apple Health export data. Parses the XML from iPhone's Health app export and produces a comprehensive clinical-quality health assessment report using 20+ peer-reviewed statistical methods including Granger Causality, Transfer Entropy, Convergent Cross Mapping, Sample Entropy, DFA, Cosinor analysis, Kovatchev glucose risk indices, Bayesian change-point detection, and biological age estimation. Use this skill whenever the user mentions Apple Health data, health export, health XML, CGM data, wants to analyze their fitness/sleep/heart rate/glucose/weight trends, or 10
23. 119Fxbaogao Deep Researchfxbaogao/fxbaogao-deep-research围绕行业、公司或主题做深度研究。采用"先想后搜"方法：先明确研究边界，用 MECE 原则拆解关键子问题，再基于发现报告接口定向搜索、筛选核心研报、精读后沉淀事实、对比推导，最终形成结构化结论。10
24. 120Paper Quality Filteryilaai/paper-quality-filterUse when screening, ranking, prioritizing, or explaining academic papers by publication venue quality. This bilingual skill helps AI agents evaluate paper lists, references, search results, BibTeX/RIS-like text, CSV, JSON, Markdown, or DOI metadata using local evidence such as JCR quartiles, impact factors, CAS zones, CCF conference ranks, EI indexing, and Chinese core journal tags including 北大核心, CSSCI, AMI核心, and 科技核心. Use also for Chinese requests such as 筛选高质量论文, 核心期刊筛选, 论文分区判断, CCF会议等级, EI收录, 北大核心, CSSCI, 科技核心, 文献综述筛文献.9
25. 121Clinical CalculatorJuneYaooo/clinical-calculatorUse for searching, selecting, calculating, checking, or explaining executable clinical formulas, medical calculators, risk and staging scores, renal estimates, lab-derived indices, unit conversions, dose arithmetic, or interpretation thresholds; also use to turn a supplied JSON, CSV, Markdown, PDF, DOCX, or written specification into a draft, validated, and installed user-defined scalar/multi-output formula, lookup table, or decision-tree calculator. Supports Chinese and English calculator names and keeps local executability separate from clinical review and release.9
26. 122Paperless NgxColCh/paperless-ngx-skillUse for Paperless-NGX API work: search, upload, download, metadata, tags, status, logs, bulk ops. Triggers: paperless.9
27. 123Sci Introductionstephenlzc/sci-introduction写"国内外研究现状"（文献综述 / Related Work）。当用户提到研究现状、文献综述、国内外研究对比、Literature Review、述评、研究背景、国内外研究现状时使用。即使用户没有明确说"写研究现状"，只要涉及对某一主题的国内外学术研究现状进行结构化梳理，就应该触发此技能。9
28. 124Paper ReadingxiaofengShi/paper-reading-skillRead a research paper from a PDF, arXiv link, URL, or local source and build one offline visual HTML atlas with a Markdown audit copy. Use when the user wants to understand or explain a paper's argument, mechanisms, equations or proofs, figures, and evidence. Two reading modes: Brief Reading for a focused explanation by default, and Deep Reading for full technical reconstruction on request. Reviewer critique and research comparisons are optional lenses.10
29. 125Project Context V2poiuyjie/jev_project_contextManage evidence-first memory across the full lifecycle of long-term scientific research and research engineering. Use when initializing a research project or adopting the memory system into an existing one, resuming work across AI sessions, formulating questions and hypotheses, planning or registering experiments, recording running/completed/failed experiments, preserving raw key tables and provenance, correcting invalid analyses, promoting findings into knowledge, auditing claim support, handing off work, or diagnosing documentation drift without losing reproducibility.10
30. 126Research Cockpitsanngotall/research-cockpitGenerate and dynamically maintain a visual project cockpit for any research or development project — a zero-dependency HTML dashboard with a research-trajectory flowchart, a hypothesis-space force graph, a status header, a pending-decisions list, and a hidden-premises panel. Use it when the user asks to "build / update / refresh the project cockpit", or whenever the project reaches a milestone closure, a major decision point, or a moment when the human needs to re-orient and steer the pace after long agent-run campaigns. The skill is project-agnostic and reusable.10
31. 127Zoteroketthub/zotero-skillQuery your local Zotero library. Supports keyword, fulltext, author, collection, tag, DOI, and recent-additions search. Trigger: /zotero, "my papers", "Zotero", "find paper", "references", "citations". After installation, verify DEFAULT_DB path in scripts/zotero-search.py points to your zotero.sqlite.10
32. 128Academic Researchorhoncan/oneshot-academic-research-skillCreate comprehensive academic research notes with deep literature coverage. Auto-detects language (EN prompt→EN output, TR prompt→TR output). Supports Obsidian markdown and PDF. Performs 8-15 iterative search cycles with 25-50+ sources for comprehensive coverage. Uses footnote citations and visual overviews.8
33. 129Paper AgentRekin226/paper-agentFull academic manuscript skill for quantitative-science papers, with journal profiles for Hydrogeology Journal, Journal of Hydrology Regional Studies, Journal of Hydrology, Water Resources Research, HESS, Groundwater, Engineering Geology, IEEE TIM, JMBE, and Physiological Measurement, plus a field-agnostic generic profile for any other journal. Six modes: Draft, Review, Revise, Proofread, Audit, and Format. Use whenever the user wants to draft, write, review, revise, polish, proofread, or audit a journal manuscript, or respond to reviewer comments, including when they upload a .docx for feedba8
34. 130Apa Referencingkeemanxp/apa-referencing-skillFormat, check, correct, and verify references and citations in APA 7th Edition style. Use whenever the user asks to format, check, proofread, or fix references or citations; verify references are real (not fabricated); convert from other styles to APA 7th; or generate in-text citations and reference list entries. Trigger on mentions of 'APA', 'APA 7th', 'referencing', 'reference list', 'in-text citation', 'cite this', 'check my references', 'bibliography', or when references are pasted for review. Covers all source types: books, journals, conference papers, reports, white papers, theses, newsp9
35. 131Organize Research Literaturemao-yifan/organize-research-literatureBatch organize and deeply review local PDF research papers for any research topic into an existing Excel literature-summary workbook. Use when Codex must recursively scan local PDFs offline, apply a user-provided or inferred research profile, extract metadata and body evidence, deduplicate against Excel, preserve workbook formatting, append new literature rows, fill blank cells only, process only newly added PDFs, restrict to high-relevance papers, write Chinese or user-specified academic summaries, translate English residues in summary columns, mark relevance/read-priority labels with colors,9
36. 132Papercheckadu2077/papercheck「耿同学」论文打假 skill——审查学术论文 PDF 的学术不端线索：图片复用/PS篡改/拼接、数据造假(等差数列/小数巧合/末位异常)、统计自相矛盾(p值/GRIM)、图表不一致、论文工厂特征(ChatGPT指纹/tortured phrases/引用撤稿)，并可跨论文查盗图。当用户想"用耿同学查/打假/审查一篇论文""查图片是否重复或PS""数据是不是编的""有没有学术不端"时使用。Detect research-misconduct signals in a paper PDF: image duplication/manipulation/splicing, data fabrication, statistical inconsistencies, chart mismatches, paper-mill text signals; cross-paper image reuse.9
37. 133Procedural StarfieldCK42BB/procedural-stars-threejsGenerate stunning procedural night skies, starfields, nebulae, and celestial phenomena in Three.js using WebGPU compute with WebGL2 fallback. Covers scientifically-grounded starfields with spectral color temperature, magnitude-based brightness, and twinkling; volumetric nebulae with emission/absorption/reflection types; the Milky Way band; constellations with optional line overlays; planets and moons with phase lighting; shooting stars and meteor showers; aurora integration; eclipses (solar and lunar); comets with ion/dust tails; galaxies as deep-sky backdrop objects; and a full sky dome contr8
38. 134ReportMarcinDudekDev/claude-report-skillGenerate self-contained HTML reports instead of long terminal output. For task completions, research, audits, comparisons, and blockers.8
39. 135Redactanickjlamb/redactaPseudonymises medical and clinical documents by replacing patient identifiers with labelled tokens (e.g. [PATIENT_NAME_1], [NHS_NUMBER_1], [DATE_OF_BIRTH_1]) so the text can be safely processed by AI or shared, with clinical meaning intact. Combines a deterministic pattern layer (NHS numbers with Modulus-11 validation, UK National Insurance numbers, dates of birth, UK postcodes, phone numbers, emails, hospital/MRN numbers) with contextual reasoning for patient names, postal addresses and identifying ages, then returns the redacted document plus a redaction report. Use when the user wants to re8
40. 136Pedagogical Grounding Engineedu-ai-builders/pedagogical-grounding-engine将一篇或多篇学术论文，通过"教学法约束推理"转化为有理论根基的产品设计产物。 核心是构建"学术机制 → 约束交互 → 可解释推理链"的中间层， 再导出多种格式的设计产物。 本skill是一个 Pedagogical Grounding Engine（教学法落地引擎）： 它不是论文摘要工具，而是把教学法意图（pedagogical intent）编译为 可执行的系统设计结构。PRD、System Prompt、Workflow 都是下游导出格式， 核心产物是 Traceability Map——每个设计决策都有明确的教学依据、 认知机制和可追溯的设计理由。 当用户有以下意图时触发本skill： - "把这篇/这几篇论文做成产品/app/提示词/工作流" - "paper to PRD / paper to prompt / paper to product" - "pedagogical grounding / 教学法落地" - "我想基于学习科学设计这个功能/系统提示词" - "从论文提取知识图谱/三元组/TPACK分析" - "我有几篇论文，帮我提炼成一个设计方案" - "帮我把教学法嵌入到产品/提示词中" - "生成 traceability 图" / "把这篇论文可视化" - "我有一个教学场景/教育想法，帮我设计成系统"（不一定有论文） 支持 Commands 模式：流水线6
41. 137Scientific ReviewwuliRothschild/scientific-reviewConduct systematic literature reviews on PubMed with enforced full-text verification and independent audit loops. Use when the user asks for a comprehensive literature search, systematic review, evidence synthesis, or deep research on a biomedical topic. Trigger when the user mentions "literature review", "systematic review", "调研", "文献综述", "汇总分析", "comprehensive search", "what does the literature say", or asks to survey published research on a gene, pathway, disease mechanism, or clinical question. Make sure to use this skill whenever the user wants thorough evidence synthesis — do not skip it7
42. 138Beautsgo BookingBeautsGO/beautsgo-bookingBook appointments at 1300+ top-rated Korean dermatology & plastic surgery clinics in Seoul, Busan, Jeju directly from your AI assistant. Supports laser, injection, Botox, skin boosters, double eyelid, rhinoplasty, anti-aging, acne treatment in Chinese/English/Japanese/Thai. Keywords: Korea medical tourism, Seoul skin clinic, Korean dermatology, plastic surgery Korea, 韩国医美预约, 韩国皮肤科, 韩国整形外科, 首尔美容院, 医疗旅游韩国, 韩国整容, 水光针预约, 肉毒素预约, 韩式双眼皮. 热门医院: 江南 — 梅宗德/Barog/JD皮肤科/hev赫熙/鹿美人/secret希瑞特/金泰拉/伊美芝/爱妮/美LAB/Oganacell奥嘉娜/reberry/Shinebom/ELEV/Pind/GD医院/ID医院/陶瓷医院; 明洞 — UMI优美/reberry/丹雅/lijin/可丽/daybeau/奥缇娜/本思;6
43. 139Collage Broll Minimaxjiangge0804-crypto/collage-broll-minimax将约 5 秒口播文稿、观点句或抽象概念做成高级 editorial halftone paper-collage / 半调纸拼贴 B-roll。用户说“拼贴动画”“collage b-roll”“纸拼贴 b-roll”“半调拼贴”“拼贴风格配画面”“用这段文稿做拼贴动画”“gbro-collage-broll”“collage-broll-minimax”，或希望把一句文稿转成拼贴视觉隐喻时，必须使用此 skill。强制采用三阶段审批：先只提视觉隐喻，用户确认后才生成彩色拼贴静帧，静帧再次确认后才默认调用 MiniMax H3（海螺 3.0，platform.minimaxi.com 国内直连）生成首尾帧组装动画。默认视频模型固定为 MiniMax-H3；只有用户明确指定其他模型时才切换。6
44. 140Alternative Coffee IntelligenceElmatadorZ/alternative-coffee-claudeskillAlternative Slowbar coffee intelligence — scientific analysis from seed to cup using First Principle + System Thinking. Covers: varieties, terroir, cultivation, disease diagnosis, processing, roasting physics/chemistry, extraction science, brewing, business strategy, storytelling. ALWAYS trigger for coffee-related questions requiring scientific depth. DO NOT trigger for simple recipes or general food questions. Style: science-driven, farmer-first, quality-obsessed.6
45. 141Building Rainwater Harvestingdungnotnull/building-rainwater-harvesting-agent-skillA production-grade harness for Building Rainwater Harvesting & Water Reuse analysis and design. Use when the user needs rainwater harvesting system design, water reuse assessment, rainfall calculations, storage sizing, treatment design, or compliance with rainwater standards. This skill provides structured, evidence-backed outputs combining real-time data aggregation, recognized domain methods, and academic research into a single orchestrated workflow with risk/limitation-disclosed recommendations. Always invoke when user mentions rainwater, water harvesting, water reuse, stormwater, building 6
46. 142Econ Management Paper Polishlinkingoscar/econ-management-paper-polishWrite, polish, translate, and review Chinese and English economics, management, and related business-school papers. Preserve evidence and author intent; adapt argument and prose to the field, section, and audience. Use for 经管论文润色、 中英学术翻译、引言与结果写作、方法表述诊断、期刊适配和审稿回复。5
47. 143Handmade Paper Agro Wastedungnotnull/handmade-paper-agro-waste-agent-skillHandmade Paper Production from Agricultural Waste — Professional-grade evidence-backed analysis harness for handmade paper and agro-fiber processing. Use this skill whenever users mention handmade paper, agricultural waste processing, paper production from agro-fibers, straw pulping, bagasse paper, banana fiber paper, paper properties testing, TAPPI standards, or any handmade paper manufacturing analysis. This skill applies to practitioners needing process optimization, researchers requiring academic evidence integration, and decision-makers seeking risk-disclosed recommendations.6
48. 144Knowledge Graph Reasoningmichaelwinczuk/knowledge-graph-reasoningBuild, query, validate, and reason over knowledge graphs. Use this skill whenever the user wants to organize unstructured information into structured knowledge, build a knowledge graph from documents or research, query relationships between concepts, validate new facts against existing knowledge, detect contradictions, traverse entity relationships, or perform structured reasoning over interconnected data. Also use when the user mentions knowledge graphs, ontologies, entity-relationship modeling, fact validation, or structured knowledge bases.5