Use Cases
Claude for Teachers, Students & Educators
Study smarter with research assistance, note organization, and learning workflows.
241 playbooks across 5 categories
Academic Research(137)
View all 137 →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.
Research Paper Structure Editor
Improve the structural clarity of ML/CV/NLP research papers before submission — a reverse-outlining check that maps every paragraph's topic sentence back to the section thesis, section-by-section guidance for Abstract through Conclusion, a five-dimension adversarial self-review, and a claim-evidence map that catches unsupported claims in the Abstract and Introduction before a reviewer does.
Replication-First Coding
When working with existing code or papers, match the original exactly before extending. Verify against gold standard numbers to catch silent bugs.
Research Ideation Generator
Generate research questions, hypotheses, and empirical strategies. Brainstorm ideas systematically with structured prompts that push beyond obvious approaches.
Scholarly Writing Refiner
Polish academic English at the sentence level — a five-dimension review (grammar, word choice, voice, coherence, sentence structure) with concrete before/after tables for colloquial-to-academic substitutions, active/passive voice selection by scenario, transition-signal words by logical relationship, and section-specific tense and structure conventions for the Abstract and Introduction.
Scientific Benchling Integration
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
Scientific Bindingdb Database
Query BindingDB for measured drug-target binding affinities (Ki, Kd, IC50, EC50). Search by target (UniProt ID), compound (SMILES/name), or pathogen. Essential for drug discovery, lead optimization, polypharmacology analysis, and structure-activit...
Scientific Biopython
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation...
Scientific Biorxiv Database
Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving paper metadata, downloading PDFs, or conducting literature reviews.
Scientific Cellxgene Census
Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, diseases, or cell types from the largest curated single-cell atlas. Best for population-scale queries, reference atlas comparisons. For ana...
Scientific Chembl Database
Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.
Scientific Clinical Decision Support
Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelin...
Research & Writing(42)
View all 42 →Personal Research Analyst
Deliver structured, sourced, six-section research briefings every time — executive summary, key findings with citations, context, conflicting views, implications, and a ranked source list.
Document Summarizer
Get role-specific summaries from any document — executive summaries, key findings, implications, and recommended actions.
Research Synthesis Engine
Synthesize multiple research sources into a structured analysis with themes, conflicts, data points, and actionable implications.
User Research Synthesis
Synthesize user interviews, surveys, and usability tests into actionable insights with themes, personas, and design recommendations.
Research Synthesizer
Synthesize findings across multiple documents, reports, or transcripts with theme identification, contradiction mapping, gap analysis, and confidence-scored insights.
Scientific Bgpt Paper Search
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature...
Scientific Consciousness Council
Run a multi-perspective Mind Council deliberation on any question, decision, or creative challenge. Use this skill whenever the user wants diverse viewpoints, needs help making a tough decision, asks for a council/panel/board discussion, wants to ...
Scientific Hypothesis Generation
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method...
Real-Time Intelligence Synthesis
Analyze multiple live data streams—news, social feeds, reports, documents—and synthesize them into actionable intelligence briefs with risk assessments.
Stop Slop: AI Writing Pattern Eliminator
A rule set that strips predictable AI tells out of any draft, from throat-clearing openers to false-agency verbs and em dashes
Scientific Open Notebook
Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when organizing research materials into notebooks, ingesting diverse content sources (PDFs, videos, audio, web pages, Office documents), g...
Scientific Research Lookup
Look up current research information using the Parallel Chat API (primary) or Perplexity sonar-pro-search (academic paper searches). Automatically routes queries to the best backend. Use for finding papers, gathering research data, and verifying s...
Education(8)
View all 8 →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.
Study Guide Generator
Transform course materials into comprehensive study guides with summaries, practice questions, and flashcards.
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.
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 →Knowledge Base & FAQ Generation
Build structured knowledge bases and FAQ libraries from support tickets, documentation, and subject matter expertise.
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.
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.
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.
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.
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 →PPT Creator
Create professional slide decks from topics or documents — structured content with data-driven charts, speaker notes, and complete PPTX files, applying the Pyramid Principle and assertion-evidence storytelling.
Presentation Visual Designer
Design presentation visuals and slide layouts. Create visual concepts, suggest graphics, and provide design specifications for impactful PowerPoint slides.
PowerPoint Manipulation Tool
Programmatically create and edit PowerPoint presentations with text, shapes, charts, and tables.
Remotion Video Creator
Create motion videos with Claude Code + Remotion + browser automation. Describe what you want, see live previews, iterate in real-time.
Structured Design Critique System
A persistent, multi-round design critique pipeline: scope which of 19 design areas your project actually needs, generate real HTML wireframe options for each, collect Keep/Cut feedback, and let locked decisions constrain everything downstream.
Narrative Slide Creator
Narrative-first slide deck creation — design a structured narrative (the ABCDEFG model) first, then generate the visuals, so the story drives the design rather than the other way around.
Slack GIF Creator
Create animated GIFs optimized for Slack's technical requirements with composable animation primitives and size validators.
UX Copy Audit & Refactoring System
Turn a CLAUDE.md style guide into an enforced standard across an entire product's content — bulk audits, diff-reviewed refactoring, and zero-risk read-only consistency reports across hundreds of files at once.
UX Writing Toolkit
Write and edit interface copy — buttons, errors, empty states, notifications — against research-backed benchmarks for sentence length, comprehension, and reading level, plus a tone framework that adapts to the user's emotional state.
UI Designer
Extract design systems from reference UI images and generate implementation-ready design prompts — turn a screenshot into a consistent system you can build against.
UX Copy Writer
Write or review UX microcopy including error messages, CTAs, tooltips, and empty states
Accessibility Auditor
WCAG 2.1 AA accessibility audit for designs, prototypes, and web pages
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.