Use Cases
Claude for Teachers, Students & Educators
Study smarter with research assistance, note organization, and learning workflows.
245 playbooks across 5 categories
Academic Research(139)
View all 139 →Academic Research Skills for Claude Code: Install & Workflow
The academic-research-skills plugin (Imbad0202/academic-research-skills on GitHub): deep research, literature review, paper writing, citation checks, and peer review for Claude Code — with a project brief that keeps every /ars command on-topic.
Academic Rebuttal Writer
Classify reviewer comments, choose a deliberate response strategy per comment (Accept/Defend/Clarify/Experiment), and draft a professional rebuttal using success patterns distilled from spotlight-accepted papers.
Academic Literature Research
Search and analyze academic literature. Find papers, understand research methodologies, and synthesize academic findings for research projects.
Academic Research Assistant
Automate literature reviews with structured search strategies, abstract screening, citation management, methodology comparison, and research gap identification.
AlphaXiv Paper Lookup
Look up any arxiv paper via alphaxiv.org to get a structured AI-generated overview instead of parsing raw PDFs.
Clinical Trial Emulator
Emulate published clinical trials against real-world EHR data using a structured pipeline — from protocol parsing through cohort assembly, effect estimation, and discrepancy diagnosis.
Creative Thinking Frameworks for Research
Eight cognitive-science-grounded frameworks for AI and CS research ideation — Koestler's bisociation, Gentner's structure-mapping analogies, Boden's constraint transformation, TRIZ-style negation, Kauffman's adjacent possible, and Rothenberg's Janusian synthesis — with a combined protocol and a block-to-framework unblocking table.
Deep Research Coordinator
Orchestrate complex multi-source research projects — from question decomposition to source prioritization to final synthesis and recommendations.
Deploy Workflow Automation
Automate your deployment pipeline: build, test, lint, version bump, and deploy to any target. Includes pre-deploy checks, rollback handling, and post-deploy verification.
Devil's Advocate Review
Challenge your designs and decisions with 5-7 targeted critical questions. Catches unstated assumptions, alternative approaches, and potential issues before you commit.
Data Analysis Pipeline
End-to-end data analysis workflow from exploration to publication-ready output. Explore, regress, visualize, and produce polished results.
Domain Reviewer Framework
Build a custom reviewer for your specific domain using the 5-Lens Framework: terminology, methodology, precedent, limitations, and impact.
Research & Writing(44)
View all 44 →Content Research Writer
Collaborative writing assistant for outlining, research, citations, and section-by-section feedback on articles, blogs, and technical content.
AI Writing Pattern Remover
Audit and rewrite content to remove AI-isms that make text sound machine-generated
Bulk Document Synthesizer
Convert large collections of PDFs and documents into markdown, analyze them against a relevance matrix, and synthesize findings into a cohesive narrative report with citations.
Deep Research Assistant
Conduct comprehensive research on any topic. Synthesize information from multiple angles, provide structured analysis, and generate detailed research reports.
Critic Agent
Make Claude self-correct its own writing by spinning up an internal critic that reviews drafts against your voice and style rules — up to 3 rounds, no manual editing needed.
Fact Checker
Verify claims against multiple sources, assess accuracy with confidence scores, detect bias, cross-reference evidence, and produce structured verification reports.
Firecrawl Deep Research
Investigate questions that need multi-source synthesis, from deep dives and comparisons to find-all lists, with every claim tied to a source
Firecrawl Web Search & Page Retrieval
Give Claude live web search, page reading, and structured data providers through Firecrawl, with sourced answers that separate excerpts from full content
Humanizer
Remove AI writing patterns from any text to make it sound natural, specific, and human.
Literature Review Builder
Track papers with methodology and findings, group by theme, and draft a narrative literature review organized by insight rather than by source.
News Monitoring & Alerts
Set up news monitoring strategies, analyze news coverage, and synthesize current events. Create news digests and media analysis reports.
Meeting Insights Analyzer
Analyze meeting transcripts to reveal communication patterns, behavioral tendencies, and leadership effectiveness with timestamped feedback.
Education(8)
View all 8 →DeepTutor: Agent-Native AI Tutoring
Set up DeepTutor — a self-hosted AI tutoring platform with RAG knowledge bases, multi-agent problem solving, quiz generation, deep research, and persistent TutorBot agents you can run from CLI or browser.
E-Learning Course Creator
Plan, structure, and write complete e-learning courses with Claude Code skills for each phase — from curriculum design to lesson writing and assessment creation.
Explain This: Understand Papers, Articles, and Code for Real
An explainer that builds a profile of how you learn, shapes every explanation around it, gates on comprehension quizzes, and turns the questions into a spaced-repetition deck
Language Vocabulary Builder
Create personalized vocabulary lists with context sentences and spaced repetition flashcards for language learning.
Study Guide Generator
Transform course materials into comprehensive study guides with summaries, practice questions, and flashcards.
Personalized Syllabus
Deeply study a thinker, book, or topic with a reading plan tailored to your existing expertise — Claude builds the syllabus, routes every new concept through what you already know, and sits alongside you as an interactive interlocutor while you read the primary texts.
Training Material Development
Create structured training materials, course outlines, learning objectives, and assessment tools for employee development programs.
Source Code Deep Learner
Clone open-source libraries and have Claude Code teach you how complex systems work by reading the actual source code — from distributed databases to web frameworks.
Knowledge Management(15)
View all 15 →Book-to-Skill: Turn Any Book or PDF Into a Claude Skill
The book-to-skill Claude skill (virgiliojr94/book-to-skill on GitHub): convert any technical PDF or EPUB into a structured Claude Code skill — extracting named frameworks, principles, techniques, and anti-patterns into a reusable knowledge base with on-demand chapter files.
AI Knowledge Library with Historical Personas
Build a personal knowledge library where AI personas (Turing, Curie, and more) write editorials from your notes. A Zettelkasten-powered learning system using Claude Code.
AI-Powered Second Brain
Transform your notes into a queryable knowledge base that synthesizes information and surfaces connections.
Background Research Processor
Conduct research in the background while you focus on other work, with compiled findings and summaries.
Chat History Mind Mapper — Visualize AI Conversations
Export Claude or ChatGPT chat history, chunk it into summaries, and generate a visual mind map of topics and insights. Perfect for importing into NotebookLM or Obsidian.
Douban Collection Export
Export and sync Douban (豆瓣) book, movie, music, and game collections to local CSV via the Frodo API — full export plus RSS incremental sync.
Feishu Doc Scraper
Extract Feishu (Lark) Docs, Wiki collections, spreadsheets, and Minutes transcripts into faithful local Markdown via lark-cli — no LLM rewriting of the body.
LLM Wiki — Personal Knowledge Base
Build a persistent, LLM-maintained wiki that compiles, cross-references, and synthesizes knowledge from your raw sources.
Quick Reference Guide Creator
Turn complex processes and tribal knowledge into scannable, one-page quick reference guides and cheat sheets.
Personal Context Library
Build a persistent knowledge base of context docs that Claude can access across all conversations - your business, career, goals, and more.
Knowledge Base & FAQ Generation
Build structured knowledge bases and FAQ libraries from support tickets, documentation, and subject matter expertise.
Obsidian Knowledge System
Manage your Obsidian vault — auto-generate Maps of Content, build smart tagging taxonomies, discover hidden connections, audit vault health, and consolidate scattered notes.
Creative & Design(39)
View all 39 →Accessibility Auditor
WCAG 2.1 AA accessibility audit for designs, prototypes, and web pages
AI Design Director System
Replace expensive design agencies with an AI-powered design pipeline that learns your aesthetic preferences and produces premium designs on demand.
Canvas Design
Create museum-quality visual art and design philosophy documents in PNG and PDF formats using Anthropic's canvas-design principles.
Apple Fluid Interface Design for the Web
Apple's approach to gesture-driven UI and physical motion — from WWDC's Designing Fluid Interfaces — translated to CSS, Pointer Events, and spring animation libraries: interruptibility, velocity handoff, momentum projection, rubber-banding, and translucent materials.
AI Presentation Generator
Generate complete presentations with AI - from outline to polished slides
Design Critique Reviewer
Structured design feedback across usability, visual hierarchy, and consistency
Design Handoff Generator
Generate comprehensive developer handoff documentation from design files
Design System Manager
Audit, document, or extend a design system with component guidelines and tokens
Diagram & Flowchart Creator
Create professional diagrams using Mermaid, PlantUML, and other text-based diagram tools. Generate flowcharts, sequence diagrams, architecture diagrams, and more.
Excalidraw Diagram Generator
Generate Excalidraw diagrams directly from text in three formats — Obsidian-ready .md, standalone .excalidraw for excalidraw.com, and an animated .excalidraw with per-element playback order — with the exact JSON element schema (including the undocumented fields that break excalidraw.com if included), a font-size floor, and a full color palette with contrast rules.
Firecrawl Design System Extractor (DESIGN.md)
Extract a reference website's design system into a DESIGN.md with tokens, layout, components, and imagery, with source evidence for each value
HTML to PowerPoint Converter
Convert HTML/Markdown to PowerPoint presentations using Marp
Explore Other Roles
AI Tools for Researchers & Scientists
Accelerate literature review, data analysis, manuscript writing, and lab workflows.
AI Tools for Engineers & Developers
Automate changelogs, documentation, code review, CI/CD, and development workflows.
Claude for Executives & Directors
Strategic analysis, competitive intelligence, board presentations, and decision support.
AI Tools for Startup Founders
Launch faster with marketing, market research, legal, hiring, and sales playbooks.
AI Tools for Operations Managers
Streamline SOPs, compliance audits, vendor evaluation, and process documentation.
AI Tools for Marketers
Generate ad copy, manage campaigns, analyze competitors, and scale content production.