Discover tools education skills, compare source repositories and read the instructions for each workflow.
Discover relevant skills and knowledge using tiered approach. SKIP for simple tasks, QUICK for single-skill, STANDARD for multi-skill, DEEP for full feature implementation. Auto-selects tier based on task compl...
Customize existing skills through iterative improvement based on user feedback and preferences. Use when users want to personalize a skill to match their specific workflow, output preferences, domain requiremen...
Generate comprehensive README files for projects. Use when the user asks to create, generate, or write a README, readme file, or project documentation.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or too...
Create presentation slides as standalone HTML files with automated PNG export. Use when users ask to: create slides, build a deck, make a presentation, design slides, export slides to images, or work with HTML-...
AI-powered validation of knowledge notes against current codebase. Detects stale content by comparing documented knowledge with actual files.
Search the Claude Code knowledge base for errors, solutions, decisions, and patterns. Use this to find information from your memory system.
Use this skill when asked to remember information about coding standards, quality, or any other kind of future rule.
Create, validate, and refine Claude Code skills. Use when: building a new skill, validating an existing skill against best practices, or improving a skill's clarity and execution. Handles skill structure, front...
Transform textbook chapters into engaging, evidence-based lectures with slides. Guides instructors through learning outcomes, narrative design, active learning activities, and Quarto reveal.js slide creation.
Guide for creating effective skills. Use when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Audits skills for discoverability and triggering effectiveness. Use when reviewing skill descriptions, checking trigger coverage, validating progressive disclosure, fixing invocation issues, or learning skill b...
Provides guidance on organizing folder structures and file system layouts for any project. Use when planning project organization, reorganizing messy directories, setting up folder hierarchies, designing direct...
Builds repeatable evaluation systems with golden datasets, scoring rubrics, pass/fail thresholds, and regression reports. Use for "LLM evaluation", "testing AI systems", "quality assurance", or "model benchmark...
Creates comprehensive developer onboarding documentation and materials including step-by-step setup guides, first-task assignments, expected time per step, common troubleshooting, team introductions, and code w...
Creates reusable prompt templates with strict output contracts, style rules, few-shot examples, and do/don't guidelines. Provides system/user prompt files, variable placeholders, output formatting instructions,...
Explains code with visual diagrams and analogies. Use when explaining how code works, teaching about a codebase, or when the user asks "how does this work?"
Scans repository structure and generates comprehensive architecture documentation including system overview, entry points, module relationships, data flow diagrams, and "edit here for X" guides. Creates ARCHITE...
Use when user asks about E2E testing, performance testing, chaos engineering, test automation, flaky tests, test data management, or quality practices - routes to specialist reference sheets with deep expertise...
Write technical Q&A responses as markdown files to Claude Overflow. Use for programming questions, code explanations, debugging help, API usage. The response becomes a permanent archived answer viewable in a we...
This skill should be used when the user asks to "create mermaid diagram", "add visuals to slides", "suggest stock photos", "generate AI image prompts", "create diagram for presentation", "design visual theme",...
This skill should be used when the user asks to "create LaTeX handout", "compile handout", "generate presentation handout", "create PDF document from slides", or needs guidance on LaTeX document structure, form...
Generate comprehensive analysis articles from Claude skills. This skill should be used when you want to analyze a skill from the Anthropic skills repository and create a detailed tutorial article explaining its...
Analyze student GPA and academic performance, grade distributions, honor roll and dean's list students, at-risk students, course difficulty and pass/fail rates, instructor effectiveness and ratings, academic ac...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.