#SkillRepo stars

1. 49Paper GlanceDiaugeia/paper-glance-skill论文全能处理工具。每当用户上传论文 PDF、粘贴论文文本/摘要，或提到"论文"、"paper"、"文献"、"arxiv"时必须使用此 skill。功能包括：深度分析报告、思维导图、审稿意见、宣传推广脚本、播客音频生成。即使用户只说"帮我看这篇论文"或直接上传 PDF 也必须触发。106
2. 50Biomedical Paper ReaderGaoyuan-0423/biomedical-paper-reader为单篇生物医学研究论文生成中文精读报告：逐图解释实验为什么这样设计、方法与结果如何支持结论、证据边界在哪里，并提炼可借鉴的研究设计；支持速读筛选与指定图／方法专题解析，英文或中英双语按需提供。输入可为 PDF、DOI、链接或正文。Deep-read, figure-by-figure analysis, quick screening, or focused figure/method analysis of one biomedical paper (PDF, DOI, link, or full text). 全文翻译、系统综述与多篇比较不是默认任务。148
3. 51Philosopherfrypan05/philosopher-OKFTurns any topic or question into one self-contained, white, research-paper-style HTML study page with diagrams drawn in HTML/CSS, a concept map, and linked references. Use this whenever the user wants to learn, understand, study, revise, or have something explained, in any field (technology, engineering, medicine, science, maths, finance, economics, business, law, humanities, social science, or a specific research paper), at any level from school student to PhD, even if they never say "HTML" or "page".103
4. 52Paper Deep ReaderLinwei-Chen/paper-deep-reader-skill为单篇学术论文生成来源可追溯、图文交错、零背景可进入且具博士级技术深度的中文或英文解读。默认按“一句话总结、背景与动机、核心方法、实验与结果、贡献与影响、结论”六部分成稿，首次出现即解释关键术语，用最小例子讲通机制，并截图、嵌入、逐一解读所有关键图表；兼容有视觉与纯文本环境。用户提供 PDF、URL、DOI、预印本标识、标题或全文并要求论文解读、精读、讲清楚、逐关键图表、方法/公式/实验解释时使用。只问局部问题时可定向回答；不用于全文逐句翻译或多论文综述。108
5. 53Luo Ming Color ScienceAyueh0102/Ronnier-skill回答色彩科學／色度學問題時使用。涵蓋 CIE 色度學、XYZ 三刺激值、光源與色溫、色彩量測儀器與不確定度、色視覺與對立色理論、心理物理學實驗設計、色序系統（Munsell／NCS／Ostwald／DIN）、色差公式（CIELAB／CMC／CIE94／CIEDE2000）、影像色差與 S-CIELAB、同色異譜、色貌模型（CIECAM02／CAM16）、色適應變換（CAT02）、演色性（CRI／Rf／Rg）。觸發語如「色差公式」「CIEDE2000」「CIECAM02」「Munsell」「NCS」「色貌」「色適應」「演色性」「同色異譜」「亮度跟明度差在哪」「幫我複習色彩學」，或提到羅明（Ming Ronnier Luo）教授的色彩學課程。92
6. 54Paper Format Agentzxyasfas/paper_format_agentUse this skill when a user needs to inspect, score, repair, or regression-test academic paper formatting in DOCX files, especially thesis, journal, or conference documents with a separate format specification. The skill guides Codex through local-first document handling, rule extraction, formatting repair, report review, and contribution-safe validation.87
7. 55Research Idea and BattlePunktheory/research-idea-and-battleEngage this skill whenever the user wants rigorous academic discussion about AI/ML research ideas — whether brainstorming new directions, stress-testing a hypothesis, debating novelty and significance, or seeking high-level research mentorship. Trigger on: 'I have a research idea', 'let's battle this', 'is this novel enough', 'what would reviewers think', 'help me think through this direction', 'I want to explore X as a research problem', 'critique my idea', 'what's the contribution here', 'how do I position this', 'is this worth pursuing', 'what are the weaknesses', 'what's happening in this 100
8. 56Research Innovation Explorerforyourhealth111-pixel/research-innovation-explorerBuild literature-grounded research-question candidate landscapes by collecting papers, generating A+B matrices, and dynamically reviewing combinations with traceable evidence, uncertainty, and next checks. Use when an AI agent needs to explore a field, screen research questions, compare paper combinations, inspect prior art, or prepare a provisional shortlist for researcher review.86
9. 57Chinese Reference Formatter SkillZechang-Xiong/chinese-reference-formatter-skill根据中英文文献题名核验公开元数据，生成通用中文参考文献和 BibTeX。Use for Chinese academic references, GB/T 7714-style bibliography formatting, and citation completion from literature titles.79
10. 58Literature Review Skillsxingtaxueshu/literature-review-skillsUse when the user wants to do a literature review but does not know which step to start with, or asks which of the five literature-review skills (refine question, decompose modules, compare methods, map contradictions, locate research gap) to use. 用户要做文献综述但不知从哪步开始时使用；也用于选题太宽、综述结构、方法比较、文献矛盾、研究空白等综述各阶段的分流。75
11. 59Autodl Autogpugrenbel/autodl-autogpuUse when work in any project needs an AutoDL instance powered on or off in GPU mode (有卡) or non-GPU mode (无卡), switched between them, checked (status, balance, billing, free GPUs), or kept from burning GPU time while idle or after the session ends (空转, 忘关机, 自动关机); also, where the project's GPU is an AutoDL instance, before experiments, training or data transfer run on it, e.g. in an automated research or experiment pipeline, under another experiment skill, or on a request like 按计划自动跑实验 (自动科研).96
12. 60Paper Reelhaiderfarooq3/paper-reelMake a faceless 9:16 explainer reel in the cut-paper 'Claude mascot' style (flat textured paper shapes, a terracotta box mascot with a hat per scene, a screwed header sign, a typing terminal bar, counter cards, rubber stamps, word-by-word paper caption chips, hard cuts on every voice line, a soft lo-fi bed) — fully free and local: Kokoro voice, whisper.cpp word timing, canvas + Playwright + ffmpeg. Use when the user asks for a reel/short/TikTok in this paper or Claude-mascot style, a 'skill checkpoint'/tool-spotlight reel, or a faceless explainer with a comment-keyword CTA.65
13. 61Academic Deaiheise3/academic-deaiEdit Chinese or English academic prose for natural language, translation, and de-templating while preserving evidence, citations, author voice, and requested scope.73
14. 62AI Research Writing Skilljin-s13/ai-research-writing-skillEnd-to-end research paper generation, review, and revision for ML/AI/CV/NLP projects from repositories, notes, experiment logs, drafts, and conference templates. Use when building a paper story, mapping claims to evidence, writing or revising sections, producing figures and tables, verifying citations, acting as a skeptical reviewer, running venue or build checks, or preparing a LaTeX/Overleaf/Git submission package.61
15. 63Paper Writerkgraph57/paper-writer-skillMedical/scientific paper writing workflow skill. Manages the full pipeline from literature search to submission-ready manuscript. Creates and manages a project directory with IMRAD-format section files, literature matrix, reference management, and quality checklists. Supports both English and Japanese papers. Triggers: 'write paper', 'paper-write', 'start manuscript', '論文を書く', '論文執筆', '論文プロジェクト', 'manuscript', 'research paper', '原稿作成'.62
16. 64Soul Gradercobibean/soul-grader-skillUse when grading, reviewing, rewriting, or approving a Hermes Agent SOUL.md. Uses the SOUL.md field-guide research artifacts as the only normative source for what makes a good SOUL.md.60
17. 65Math SkillWholiver/Math.SkillA comprehensive mathematical reasoning skill for AI assistants — handles arithmetic to research-level problems with rigorous step-by-step reasoning, systematic verification, and transparent uncertainty handling54
18. 66PaperbananaPlutoLei/paperbanana-skillUse when user needs academic diagrams, methodology figures, statistical plots, or presentation slides from text descriptions or data files. Also use for evaluating generated figures against references.59
19. 67Genesis Architectmaioio/genesis-architectUse when starting a new project. Genesis finds real production failures from similar GitHub repos, then builds a working MVP immediately - not just documents. Two modes: fast-mvp (5 min research cap, builds right after) and deep-research (full analysis). Success = user can run the project. Triggers on: "genesis init [vision]", "I want to build X", "scaffold", "new project", "set up project", "start building", "create a tool", "make a CLI", "bootstrap", "בנה פרויקט", "צור פרויקט", "התחל פרויקט".48
20. 68Paper ExplainerPompeiiChan/skills-ExplainPaperAI论文解读工具。面向产品经理、运营等非技术背景但对AI感兴趣的读者，将晦涩的学术论文转化为图文并茂的通俗研报：讲清楚”这个技术解决什么问题、有多厉害、对业务意味着什么”，配以极简科技风插图，并输出莫兰迪风格的 HTML 单文件。47
21. 69Research Craftnik1t7n/research-craft-skillUse when planning, reviewing, or improving research work: choosing research problems, designing ML/AI experiments, reading papers, building experiment loops, analyzing outputs, writing research notes, or turning vague curiosity into a disciplined research plan. Emphasizes avoiding absorbed problems, upgrading information inputs beyond shared reading lists, and reasoning backward from outcomes the researcher genuinely wants to exist.50
22. 70Labyrinth Explorationnasqret/labyrinth-explorationMap and advance open-ended research programmes in mathematics, theoretical science and algorithms. Use for pushing bounds, attacking open conjectures, mapping what is still unknown, or independently refereeing and integrating research from agents or external models. Maintain proof tiers, provenance, frontier data and a dashboard. Not for a single self-contained proof, a one-off literature question or ordinary code review.47
23. 71Synthetic Market ResearchBayramAnnakov/synthetic-market-researchFast, cheap market research using LLM-generated synthetic survey responses with Semantic Similarity Rating (SSR). Runs purchase intent, concept tests, and pricing research in minutes instead of weeks, at $0 per respondent. Based on PyMC Labs' validated methodology (90% correlation with real humans across 57 surveys). Triggers: synthetic research, market research, survey, purchase intent, concept test, consumer research, SSR, synthetic survey, product validation, pricing research, Likert scale.43
24. 72Paper Workflowbrycewang-stanford/Paper-WorkFlow将社科实证研究从 idea、proposal、数据或已有结果推进到可复现分析和完整论文 DOCX。 支持研究设计、数据审计、估计、表图、写作与修订，以及按需准备投稿包；按证据完成阶段， 不承诺显著结果或录用。触发：/paper-workflow、从想法到论文、从数据到 docx、推进已有实证稿件。45
25. 73Remote GPU TrainerHanyuyuan6/remote-gpu-trainerAutoDL/vast.ai/RunPod/Lambda/Paperspace远程GPU启动、调试、监控、续训、并行、停止及卡住/OOM/NaN/全零指标排查；可验证状态/selection-best checkpoint/拉回结果。释放实例销毁机器及数据盘，不等同关机。长期镜像/恢复→mirror-research-artifacts。42
26. 74Suoha Serenity Skillsuoha888/suoha-serenity-skillResearch stocks and supply-chain chokepoints using a framework distilled from Serenity's public posts. Use for evidence-first company health checks across A-shares, Hong Kong and US equities, live data packs, company-name resolution and falsifiable, source-cited research reports. Distinguish an industry bottleneck from a company's value capture and market expectations. Reports do not represent Serenity's own views; research only, no trade execution or promised returns.43
27. 75Bettersearchry0narushima/bettersearchWeb research with DeepSeek's Search & Fetch APIs. Use whenever the user asks to research something, look up or look into a topic, search the web, find sources, check current facts, numbers or prices, compare options with up-to-date info, fact check a claim, or do deep research / write a research report. Quick mode answers in chat with numbered citations; advanced (deep) mode runs a planner, researchers, fact-checker, reviewer and writer and builds a self-contained HTML report.40
28. 76Paper Sprint ReviewRichradsY/PaperSprintPaperSprint is a Scrum-inspired academic paper agent workflow for conference or journal drafts. Use when Codex needs to clarify paper direction, estimate likely sprint count, set sprint goals and focus areas, assess venue fit, organize reviewer or editor lenses, convert critique into a prioritized revision backlog, drive amendment increments, or keep a process log across repeated review loops for `.docx`, `.tex`, `.md`, PDF, thesis, and response-letter materials.39
29. 77Industry Researchgeekjourneyx/industry-research行业调研——researcher CLI + 多 Agent 对抗式研究引擎。输入一个行业/赛道/商业机会的模糊需求， 输出一份有据可依、经过证据校验和红蓝对抗检验的战略调研报告。内置国民经济行业分类映射、 MECE/PESTLE/波特五力等咨询框架、事前验尸法和黑格尔辩证法合题引擎。 支持精简/标准/深度三种报告深度。 触发方式：/industry-research、「行业调研」、「行业分析」、「赛道研究」、「市场调研」 Use when the user asks for industry research, sector analysis, market study, competitive landscape analysis, investment thesis research, or any request involving structured industry investigation. Also trigger when user mentions 调研报告, 行业研究, 赛道分析, 商业机会分析, 投资逻辑梳理, or similar phrases. Even casual requests like "帮我看看 XX行业怎么样" or "XX赛道值不值得做" should trigger this skill.33
30. 78Zju Literature Downloaderbaihe26/zju-literature-downloaderUse this skill whenever the user wants to use their own logged-in Zhejiang University Library, WebVPN, CAS SSO, 求是学术搜索, Summon, ScienceDirect, publisher, or Chrome session to legally search, download, organize, retry, and read academic PDFs and supporting information. Trigger on requests like “用浙大图书馆下载文献”, “WebVPN 下载 PDF”, “CAS 认证失败后重试下载”, “ScienceDirect 人机验证后继续”, “自动下载补充材料”, “读取全文和 supporting information”, “批量整理文献到项目文件夹”, or “导入 Zotero 后帮我读全文”.35
31. 79Phdtaketaketakepowerofjinbo/phdtaketaketakeScore a PhD applicant's profile and rank candidate advisors using a connection-first 4.0-scale scoring system. Best-supported for physics / HEP and materials science (MSE), with the scoring engine extensible to chemistry, biology, CS, math, EE, ChemE, earth science (each with field-specific caveats — see references/journal_tiers.md). Use when the user wants to evaluate their PhD application chances, find matching advisors at top US programs, score a CV for graduate school, or compare candidate professors. Also triggers when the user mentions phdtaketaketake or its connection-first philosophy o33
32. 80Lit ReviewZachariah9420/lit-review-skill根據使用者的文章或論文草稿，自動用 Semantic Scholar、Crossref、arXiv API 搜尋相關文獻，並查核既有引用(文獻是否真實存在、書目欄位是否正確、內容是否支持文中論點)，也能從主題出發寫出「每個宣稱都有真實文獻支撐」的帶引用文章；另含研究生工具組：文獻矩陣、領域地圖、research gap 偵測、閱讀筆記卡、引用完整性檢查、中英術語一致性、口試/審稿預演、新文獻追蹤、引用需求標記(annotate)、反面證據搜尋(counter)、證據強度評級(strength)、claim-evidence 總表(claims)、撤稿查詢(retract)。凡是使用者提到找文獻、找 paper、補參考文獻、查核引用、檢查 citation、驗證參考文獻、related work、literature review，貼文章要求配文獻、問「這段話有沒有文獻支持」、要求「寫一篇帶參考文獻的文章」、要整理文獻比較表、問已指名兩概念的交集有沒有人做過、要準備口試文獻答辯時，都要使用本 skill。本 skill 的 gap 指令只查證使用者已指名的 X 與 Y 交集；若使用者連題目都還沒有、需要生成並逐一淘汰候選方向，那是題目生成，不在本 skill 範圍(環境裝有 research-gap-hunter 時交給它，沒有就如實說明本 skill 只能查證已指名的交集)。本 s32
33. 81Academic Reference Matcherkeros68/academic-reference-matcherUse only for user-provided academic text, explicit scholarly claims, existing citations, or known bibliographies needing citations added, verified, replaced, extracted, or formatted. Supports claim-to-source matching, citation-support checks, replacements, and common academic citation formats. Do not use for general fact-checking, legal/journalistic citation work, open-ended 'find literature about X', topic-level exhaustive discovery, systematic-review corpus construction, PRISMA searches, or creating new research claims. Chinese: 为已有段落补参考文献、核验已有引用、替换错误引用、提取需引文论断、GB/T 7714 格式化.33
34. 82Infinite Gratitudesstklen/infinite-gratitudeMulti-agent research that keeps bringing gifts back — like cats! Dispatch multiple agents to research a topic in parallel, compile findings, and iterate on new discoveries.31
35. 83OpensciteMO7YW4NG/opensciteAnalyze a scholarly PDF by finding papers that cite it, prioritizing likely supporting or contrasting evidence, retrieving authorized full text, and producing an evidence-linked citation-stance report.31
36. 84Shuidao SkillLZX0719-Hub/shuidao-skillUse when the user is a grad student asking about advisor selection, dealing with advisor pressure, paper publication strategies, career planning, or any survival advice for graduate school. Distills the complete cognitive framework from B站「水论文的程序猿」(水导).33
37. 85Citation Formatterzhenwei017-lgtm/citation-formatter根据用户自定义的参考文献格式规范，自动识别文献类型（专著、期刊论文、学位论文、 会议论文、网络资源等），并将原始文献信息格式化为符合规范的参考文献条目。 当用户提到"参考文献格式"、"文献格式化"、"帮我整理参考文献"、"按格式排列参考文献"、 "这篇文献怎么写格式"，或上传/粘贴了一批文献信息并说"按XX规范"/"按学校要求"时， 必须触发此skill。即使用户只是问"这篇参考文献格式对不对"，也应触发。33
38. 86Reviewwritesonghai-dg/review-writeReview before rewriting Chinese or English professional prose, then optionally audit DOCX/PPTX delivery typography and render gates. Use for academic papers, grant proposals, public articles, policy briefs, policy documents, reports, official documents, executive memos, marketing copy, bilingual writing, naturalization, preventing prompt, reasoning, workflow, or editor commentary from leaking into deliverables, and audit-only Office font QA. Preserve facts, citations, terms, qualifiers, intent, author voice, and source Office files. Do not use to evade AI detection or misrepresent authorship.35
39. 87Awesome Literature Reviewyzbbds520/awesome-literature-review中文学术文献综述全流程生成。分四部分(研究背景与目的、文献梳理与分析、研究现状总结与评述、参考文献),开场先对齐题目、文献来源、输出格式与引用规范,搜文献前再确认文献规模、年份跨度、来源门槛与语种配比,清单经核验后一次性写完整篇再输出;文献可用户已有材料抽取、自己粘贴或 AI 联网搜索,写入正文的每一篇都要有真实出处,正文里的方法名与数据只能来自实际读到的摘要或全文,读不到就只写到主题层面,既防编造引用也防编造结论;评述部分要求指出结论分歧、评估方法学局限、把研究空白落到具体对象与方法上;参考文献默认国标 GB/T 7714-2015;支持对话/Markdown/Word/LaTeX 输出,可选调用 Image2 生成文献分类框架图。本 skill 面向叙述性文献综述,不做元分析和统计合并,不代做 PRISMA 系统综述的筛选与偏倚评价。触发:文献综述、写综述、literature review、帮我写文献综述、国内外研究现状。25
40. 88Scholar Forgehyl-ailab/scholar-forgeEnd-to-end academic research and writing skill with citation integrity, venue-aware formatting, bilingual CN/EN support (GB/T 7714), and full lifecycle workflows (literature review, IMRaD, thesis, grant, peer review, rebuttal). Fetches live journal guidelines before writing. Use when writing papers, theses, proposals, LaTeX manuscripts, citations, literature reviews, reviewer responses, or any scholarly document. Triggers on 论文, 文献综述, 学位论文, arXiv, BibTeX, IMRaD, PRISMA, rebuttal, grant proposal.28
41. 89Paper ReadingKingslayer-bot/paper-reading-skill面向 AI agent 的学术论文阅读 skill。阅读和解释实验、理论、方法与系统、综述、基准评估及观点文章，根据目标进行快速判断、主线理解或深入重建，生成可下载的 Markdown 笔记并在对话中完整展示正文；支持段落、公式和图表精读。32
42. 90Vibe Paper WritingZhangyanbo/vibe-paper-writingGuide for integrating user-provided materials (chat logs, documents, citations) into academic papers with proper scholarly style. Use when the user wants to incorporate chat/email threads, personal documents, or references into a LaTeX paper, or asks for academic writing assistance that requires careful source attribution and style preservation.25
43. 91Research Decision SkillOdyphus/research-decision-skillHelp researchers choose the next step in a STEM project: compare hypotheses, design discriminating tests, assess evidence, and decide whether to continue, pivot, or stop. Use project history, source-backed research practices, and available resources; explain recommendations in natural language. Not for routine formatting, settled implementation, or clinical advice.27
44. 92Academic Paper Writing Skillxcl2005/academic-paper-writing-skillEvidence-first academic research workflow for topic ideation, scholarly search, paper reading, literature and systematic reviews, study and experiment design, statistics and data analysis, scientific figures, manuscript drafting and polishing, citation checks, peer review, rebuttals, submission packages, theses, and paper-to-presentation work. Use when an agent must plan, execute, audit, write, revise, or package research while keeping claims traceable to verified sources, data, analysis, or official requirements.23
45. 93Qualitative Researchmaydengximin-sketch/qualitative-research-skill全流程质性研究（定性研究）方法学助手。当用户需要做质性/定性研究的任何环节时使用：研究设计与范式选择、研究问题打磨、目的抽样/理论抽样、访谈提纲与焦点小组设计、转录、扎根理论编码（开放/主轴/选择性）、Braun & Clarke 六步主题分析、内容分析、编码簿（codebook）构建、编码者间信度（Cohen's Kappa / NVivo 编码比较查询）、理论饱和判定、Lincoln & Guba 信实度四标准、COREQ/SRQR 报告规范、引语呈现与结果写作，以及 NVivo / MAXQDA 实操。触发词包括"质性研究""定性研究""扎根理论""主题分析""访谈编码""NVivo""MAXQDA""Kappa 一致性""理论饱和""焦点小组""COREQ"等。本 skill 工具中立，覆盖从立题到成文的完整链路。 — Full-lifecycle qualitative research methodology assistant. Use for any stage of a qualitative study: research design and paradigm selection (constructivist/post-positivist/critical/pragmatic), matching methodology (grounded theory/22
46. 94App Store Product Researchervincent-peng/app-store-product-researcherResearch App Store niches to find winning app ideas with real data. Analyzes competitors, pulls actual user reviews from the iTunes API, identifies market gaps, and generates validated app concepts with a go/no-go score. Use this skill whenever the user wants to explore an app niche, find a profitable app idea, analyze App Store competition, research competitor reviews, validate whether an app concept is worth building, identify what users complain about in existing apps, or mentions "app idea", "niche research", "App Store research", "competitor analysis", "app validation", "review analysis",25
47. 95Falsifyangeliefu396-oss/falsifyRun serious problems through evidence-layered reasoning instead of confident storytelling — research, decision, execution design, system building, and falsifiable forecasts with Brier calibration. Use for high-stakes choices, root-cause and logic audits, pre-mortems, turning repeated work into a repeatable system, and logging probability forecasts you will later score. 中文触发：严肃研究、重大决策、职业/投资取舍、根因分析、压力测试、风险评估、系统构建、Prompt/Skill/SOP 设计、预测登记与 Brier 复盘、"别迎合我"、"别讲故事"、"给我证据"、"我可能想错了"。22
48. 96Research Question Validatorstephenturner/skill-research-question-validatorFast research question validity check using Consensus. Runs 4-5 targeted searches to assess whether a proposed research question is novel, saturated, or somewhere in between — with evidence. Returns a structured Word document (.docx): novelty signal, evidence density, what the literature shows, gap quotes, and a recommended next step. Trigger when the user asks: "Is this research question novel?", "Has this been done before?", "Is there a gap in the literature on X?", "Is [X] already saturated?", "Validate my research question", "Check for prior work on X", "Is this worth pursuing?", or any ph20