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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Produces math and technical explainer videos with Manim Community Edition: concept animations, equation derivations, algorithm walkthroughs and data stories. | browser-use/ | 28k | 6 repos | ~3k | Automated safety check: Pass | MIT | yesterday |
| 2 | Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app. | HKUDS/ | 41k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3 | Runs a 10-question quiz across five areas to place a learner in the AI Engineering from Scratch curriculum, so they skip what they already know. | rohitg00/ | 66k | — | ~2k | Automated safety check: Pass | MIT | today |
| 4 | Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems… | ginobefun/ | 353 | 4 repos | ~3.6k | Automated safety check: Pass | MIT | 11 mo ago |
| 5 | Guides setup, classroom generation and secondary development for OpenMAIC, the multi-agent interactive classroom, one confirmed phase at a time. | THU-MAIC/ | 40k | — | ~1.7k | Automated safety check: Notes | MIT | today |
| 6 | Adversarial code review using cross-model approach. An agent skill from mengxi-ream/read-frog. | mengxi-ream/ | 10k | 1 repo | ~905 | Automated safety check: Pass | GPL-3.0 | today |
| 7 | Records a real workflow in the owner's own application and renders an annotated MP4 tutorial from verified screenshots, with captions in the language of the request. | leon-ai/ | 18k | — | ~1.4k | Automated safety check: Pass | MIT | today |
| 8 | Record polished, evidence-backed demos of the Read Frog extension as MP4 (and optional GIF) by driving real Chrome with the built extension, following captioned scene scripts, asserting extension… | mengxi-ream/ | 10k | — | ~2.8k | Automated safety check: Pass | GPL-3.0 | today |
| 9 | Plans educational Manim videos before any code: researches the topic, asks about audience and scope, and writes a scene-by-scene scenes.md in 3Blue1Brown style. | adithya-s-k/ | 1.1k | 2 repos | ~1.2k | Automated safety check: Pass | MIT | 8 mo ago |
| 10 | Turns a codebase into an interactive single-page HTML course for non-technical learners, with scroll modules, animated diagrams, quizzes and plain-English code translations. | zarazhangrui/ | 5.7k | — | ~4.4k | Automated safety check: Pass | No licence | 6 mo ago |
| 11 | Orchestrates five skills to produce a complete JavaScript concept documentation page, from resource curation through writing, tests, fact-checking and SEO. | leonardomso/ | 67k | — | ~3.9k | Automated safety check: Pass | MIT | 29 days ago |
| 12 | Answers education and career questions in the voice of Zhang Xuefeng, looking up current employment and admissions data before giving a direct verdict. | alchaincyf/ | 10k | — | ~2.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 13 | Tutors a learner through one stage of a hands-on AI engineering project per session: lesson, prediction, code, grader run and reflection, with hints but never full solutions. | rohitg00/ | 66k | — | ~1.6k | Automated safety check: Pass | MIT | today |
| 14 | A skill your agent uses when a researcher is choosing, framing, refining, or stress-testing a research question, hypothesis, thesis topic, project idea, grant direction, paper angle, or stalled… | Rimagination/ | 305 | 1 repo | ~4.3k | Automated safety check: Pass | MIT | 16 days ago |
| 15 | A skill your agent uses when the user needs to turn a real software engineering / computer science project and an existing thesis draft into a submission-ready undergraduate thesis manuscript. | AAASS554/ | 539 | 1 repo | ~3.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 16 | Compares the jobs you track with your candidate profile to find skill gaps, then builds a gap heatmap and a prioritized learning plan with study resources. | MadsLorentzen/ | 45k | — | ~3.8k | Automated safety check: Pass | MIT | yesterday |
| 17 | 17.Nihaisha A skill your agent uses when the user asks about Ni Haisha / 倪海厦 TCM course material, especially Shang Han Lun / 伤寒论, Jingui / 金匮要略, Zhongjing Xinfa / 仲景心法, clinical cases / 临床案例 / 倪师医案, Bagang… | JuneYaooo/ | 2.2k | — | ~4k | Automated safety check: Pass | No licence | 23 days ago |
| 18 | Finds, vets, writes up and maintains external articles, videos and courses for JavaScript concept pages, including audits for broken and outdated links. | leonardomso/ | 67k | — | ~4.9k | Automated safety check: Pass | MIT | 29 days ago |
| 19 | Track investment theses across their lifecycle — from screening idea to closed position with postmortem. | tradermonty/ | 3k | 2 repos | ~4.3k | Automated safety check: Pass | MIT | 4 days ago |
| 20 | Designs a Chinese K-12 classroom for one OpenMAIC stage around the core-literacy model, using authentic tasks, performance assessment and observable evidence. | THU-MAIC/ | 40k | — | ~2.4k | Automated safety check: Pass | MIT | today |
| 21 | Explains machine learning, LLMs, AI agents and speech modeling in a Hung-Yi Lee-inspired teaching style, drawing on a knowledge base built from his lectures and research references. | voidful/ | 1.3k | — | ~13k | Automated safety check: Pass | No licence | 1 mo ago |
| 22 | Quizzes you on a completed phase of the AI Engineering from Scratch course, taking a phase number or name and mapping it to that phase's directory. | rohitg00/ | 66k | — | ~2.1k | Automated safety check: Pass | MIT | today |
| 23 | A skill your agent uses when the user needs to plan, de-risk, or ground a software engineering / computer science undergraduate thesis from a real codebase before final writing. | AAASS554/ | 539 | 1 repo | ~2.7k | Automated safety check: Pass | MIT | 3 mo ago |
| 24 | Maps the structure of an OpenMAIC stage document so an agent can find the right path, read it and patch quizzes, widgets, actions and project pages without guessing. | THU-MAIC/ | 40k | — | ~2.4k | Automated safety check: Pass | MIT | today |
| 25 | Fetches timestamped captions or plain-text transcripts for any YouTube video through the TranscriptAPI service, for reading, quoting, translating or accessibility. | ZeroPointRepo/ | 1k | 1 repo | ~1.1k | Automated safety check: Pass | MIT | 3 days ago |
| 26 | Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls. | K-Dense-AI/ | 2.4k | 2 repos | ~2.9k | Automated safety check: Notes | MIT | yesterday |
| 27 | Builds a scoring-aligned outline for a mathematical modeling paper and a model selection plan with baseline, improvement and validation experiments. | yushui2022/ | 453 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | 2 days ago |
| 28 | 28.Evaluation This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates, production monitoring, baseline comparison, and… | guanyang/ | 977 | 2 repos | ~4.2k | Automated safety check: Pass | MIT | yesterday |
| 29 | Guides a learner through one of four independent Claude certification tracks with onboarding, lessons, practice labs, mock exams and remediation. | rohitg00/ | 66k | — | ~3k | Automated safety check: Pass | MIT | today |
| 30 | Apply trader Serenity's (@aleabitoreddit) AI/semiconductor supply-chain analytical lens to US-stock ideas and market judgment. | yan-labs/ | 481 | 1 repo | ~3.3k | Automated safety check: Pass | No licence | 8 days ago |
| 31 | Quizzes you on the notes in an Obsidian StudyVault, tracks proficiency per concept and drills weak areas in four-question rounds. | bevibing/ | 1.3k | — | ~1.4k | Automated safety check: Pass | MIT | 7 mo ago |
| 32 | Creates NotebookLM notebooks from URLs, text and files, asks cited questions, runs web research and generates audio, slides, quizzes and other artifacts. | claude-world/ | 467 | — | ~1.8k | Automated safety check: Pass | MIT | 2 mo ago |
| 33 | Turn courses, books, video, audio, PDFs, slides, transcripts, OCR, notes, and long-form materials into source-grounded learning Skills that teach unseen concepts progressively with reliable terminal… | JuneYaooo/ | 452 | — | ~3.3k | Automated safety check: Notes | Apache-2.0 | 2 mo ago |
| 34 | 34.Idea Wizard Generate and operationalize improvement ideas for projects. An agent skill from DavidWells/markdown-magic. | DavidWells/ | 871 | — | ~1.1k | Automated safety check: Pass | No licence | 2 mo ago |
| 35 | Structures a legal clinic client intake interview and produces a case summary with cross-area issue spotting, conflict flags and triage classification. | anthropics/ | 9.6k | 3 repos | ~3.2k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 36 | 36.Thesis DOCX Create, revise, and format thesis or dissertation Word documents with strict academic formatting control. | catlog22/ | 564 | 1 repo | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 37 | Quizzes you on Claude Code in a quick or deep mode, scores your level across 10 topics and recommends what to learn next, in Chinese. | lhfer/ | 2.3k | — | ~1.7k | Automated safety check: Pass | MIT | 2 mo ago |
| 38 | Standardizes, drafts, revises, checks and packages Chinese undergraduate theses from school templates, source code and literature, with evidence traceability and DOCX output. | ZyhSechub/ | 577 | — | ~2.9k | Automated safety check: Pass | MIT | 5 mo ago |
| 39 | Designs a review-and-practice lesson around an independent first attempt, targeted feedback, supported practice, a fresh independent check and a next step. | THU-MAIC/ | 40k | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 40 | Builds a Verifiers (PrimeIntellect) variant of an RL environment. | adithya-s-k/ | 456 | 1 repo | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 41 | 人文社科论文写作全流程指导。适用于文学、历史、哲学、社会学、传播学、新闻学、文化研究等领域的中文学术论文。当用户提到"论文""写论文""选题""文献综述""论文修改""论文结构""摘要翻译""帮我查文献""参考文献格式""论文没有新意""理论和文本脱节""章节之间缺乏逻辑""帮我检查论文""摘要翻译成英文""投稿准备""脚注格式"等场景时触发。覆盖从选题到投稿的全流程,包含防幻觉规则、学术数据库… | ganzhi-black/ | 632 | — | ~1.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 42 | Routes a topic, question or bug to the exact lessons in the AI Engineering from Scratch curriculum and suggests the next command to run. | rohitg00/ | 66k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 43 | 43.Field Lab An always-available field lab for thinking with AI, guided by Kit. | KyleAMathews/ | 576 | — | ~15k | Automated safety check: Pass | No licence | 15 days ago |
| 44 | Train strict project ownership from repo-local docs/ai memory and central LLM Wiki project entities. | tudoumashu/ | 443 | — | ~1.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 45 | Authors deterministic and LLM rubric graders for skillgrade evaluations. | mgechev/ | 721 | — | ~972 | Automated safety check: Pass | MIT | 4 days ago |
| 46 | Researches an unfamiliar topic and delivers a verified resource guide and a staged, timed learning roadmap as matching Markdown and HTML files. | Liuziyu77/ | 195 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 47 | Holds student work in a queue for a legal clinic professor to approve, edit-then-approve or return before anything reaches clients or courts. | anthropics/ | 9.6k | 3 repos | ~1.1k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 48 | 48.Podwise Podcast knowledge workflows powered by Podwise CLI: search podcasts and episodes by keyword, monitor followed shows for new releases, find popular episodes, ask questions and extract insights from… | hardhackerlabs/ | 412 | — | ~1.4k | Automated safety check: Pass | MIT | 4 mo ago |