karpathy-guidelines
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or…
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Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or…
Use when asked to review a plan, challenge a proposal, run a CEO review, poke holes in an…
Use when asked to debug, fix a bug, investigate an error, or do root cause analysis, and when…
Use when asked to brainstorm, evaluate whether an idea is worth building, run office hours,…
Converts books and documents (PDF, EPUB, DOCX, HTML, Markdown, plain text, RTF, MOBI/AZW with…
Distill colleague, relationship, or celebrity source material into reusable Person Profiles…
Design and analyze A/B tests, calculate statistical significance, and determine sample sizes…
Implement Role-Based Access Control (RBAC), permissions management, and authorization…
Implement WCAG 2.1/2.2 accessibility standards, screen reader compatibility, keyboard…
Tạo AI Skill mới từ ý tưởng hoặc quy trình công việc. Kết hợp phỏng vấn thông minh, pattern…
Monitors context window health during large, long-running, multi-session, or explicitly…
Control-plane workflow for coordinating multi-agent, multi-session project work from a single…
[Beta] Creates permanent eval cases from promoted learnings and runs regression checks…
Determine the best Anthropic architecture for your project by analyzing requirements and…
Master Anthropic's prompt engineering techniques to generate new prompts or improve existing…
Design iOS apps following Apple's Human Interface Guidelines. Generate native components,…
Use this skill when the user wants to author, design, scope, or refine an Agent Skill (a…
Deploy AI models to embedded hardware using MathWorks tools (MATLAB, Simulink, Embedded…
Use when a learner asks for help with MATLAB homework, labs, projects, graded assignments,…
Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality…
Test web applications for WCAG compliance and ensure usability for users with disabilities.…
Plan and execute effective sprints using Agile methodologies. Define sprint goals, estimate…
Implement comprehensive alert management with PagerDuty, escalation policies, and incident…
[Beta] CI-only eval regression runner using gh-aw (GitHub Agentic Workflows). Runs all eval…
Frames coding-agent work sessions with explicit intent capture and drift monitoring. Use when…
[Beta] Cross-session analysis of accumulated .learnings/ files. Reads all entries, groups by…
Expert children's book illustrator guide with 2024-2025 best practices, focusing on…
Generate comprehensive content briefs for writers, ensuring clarity, alignment, and strategic…
Generate comprehensive design briefs for design projects. Use this skill when designers ask…
Use when tutoring a learner through MATLAB debugging, error interpretation, failed tests,…
Use when an AI tutor session concerns MATLAB programming concepts, MATLAB syntax, MATLAB…
Use when an instructor wants to create, interview for, configure, install, update, or review…
Develop native Android apps with Kotlin. Covers MVVM with Jetpack, Compose for modern UI,…
Design Angular modules using feature modules, lazy loading, and dependency injection. Use…
Identify unusual patterns, outliers, and anomalies in data using statistical methods,…
[Beta] CI-only learning aggregation workflow using gh-aw (GitHub Agentic Workflows). Scans…
Ensures alignment between user and Claude during feature/spec planning through a structured…
[Beta] Session-start scan that surfaces relevant learnings, recent errors, and eval status…
Research and extract an engineer's coding style, patterns, and best practices from their…
Transform extracted engineer expertise into an actionable skill with progressive disclosure,…
Build accessible, responsive, and performant frontend components with design system best…
Create MATLAB Course Designer MATLAB Exercise learning activities by wrapping the existing…
Use when prompting a learner to complete hands-on MATLAB coding exercises, guided practice,…
Use when creating, asking, grading, or explaining multiple choice questions for MATLAB…
Infrastructure automation and configuration management using Ansible playbooks, roles, and…
Implement secure API authentication with JWT, OAuth 2.0, API keys, and session management.…
Document API changes, breaking changes, migration guides, and version history for APIs. Use…
Active runtime recovery for coding agents: when something breaks mid-task, diagnose the root…
CI-only self-healing workflow using gh-aw (GitHub Agentic Workflows) for active runtime…
Captures learnings, errors, corrections, and feature requests to enable continuous…
Manage Git worktrees for parallel Claude Code development. Use this skill when engineers ask…
Expert children's book writer creating delightful, engaging books for ages 2-9. Specializes…
Interactive LeetCode-style teacher for technical interview preparation. Generates coding…
Use when reviewing, auditing, scoring, or improving a real or synthetic MATLAB AI tutor…
Interview an instructor and generate a complete MATLAB and Simulink enabled course in IMS…
Generate MATLAB Grader assessment items that are suitability-gated, profile-driven,…
Verify API contracts between services to ensure compatibility and prevent breaking changes.…
Implement comprehensive API error handling with standardized error responses, logging,…
Implement advanced filtering and sorting capabilities for APIs with query parsing, field…
CI-only self-improvement workflow using gh-aw (GitHub Agentic Workflows). Captures recurring…
Post-completion self-review for coding agents that runs simplify, harden, re-verification,…
CI-only Simplify & Harden workflow for pull requests using gh-aw (GitHub Agentic Workflows).…
This skill should be used when users want to route LLM requests to different AI providers…
Interactive math teacher that instantly generates playful, gamified learning experiences.…
Generate and improve prompts using best practices for OpenAI GPT-5 and other LLMs. Apply…
Use when starting, continuing, updating, exporting, or sharing a running transcript of a…
Optimize MATLAB code for better performance through vectorization, memory management, and…
Use when an instructor asks for a setup guide, adoption guide, planning guide, implementation…
Configure API gateways for routing, authentication, rate limiting, and request/response…
Implement efficient pagination strategies for large datasets using offset/limit,…
Implement API rate limiting strategies using token bucket, sliding window, and fixed window…
Pipeline orchestrator that classifies incoming coding tasks and routes them through the…
Validates all interactive skills in this repo against the Agent Skills spec, project…
Validates all CI skills in this repo. Checks Agent Skills spec compliance, gh-aw workflow…
Generate comprehensive Product Requirements Documents (PRDs) for product managers. Use this…
Generate comprehensive test plans, manual test cases, regression test suites, and bug reports…
Master SQL and database queries across multiple systems. Generate optimized queries, analyze…
Use when an instructor asks for a MATLAB Grader assessment setup guide, adoption guide, pilot…
Use when an instructor asks for a MATLAB AI tutor setup guide, adoption guide, pilot plan,…
Use this skill for any work involving a MATLAB Project (.prj file) — creating a new project,…
Create comprehensive API reference documentation with OpenAPI/Swagger specs, REST endpoints,…
Optimize API response times through caching, compression, and efficient payloads. Improve…
Secure REST APIs with authentication, rate limiting, CORS, input validation, and security…
Runs project compile, test, and lint commands between implementation and quality review.…
Interactive reading teacher that instantly generates playful, engaging learning experiences…
Create notarized macOS app releases with Sparkle auto-updates, DMG installers, and GitHub…
Guide for building, auditing, and refactoring Swift code using modern concurrency patterns…
Use when a learner or instructor asks for a report, summary, reflection, progress note,…
Generate correct MATLAB code using the Symbolic Math Toolbox. Use when the user asks for…
Use when tutoring a student in MATLAB programming, coaching beginners, explaining MATLAB…
Implement API versioning strategies including URL versioning, header versioning, backward…
Deploy iOS and Android apps to App Store and Google Play. Covers signing, versioning, build…
Implement structured logging across applications with log aggregation and centralized…
This skill provides comprehensive guidance for implementing advanced SwiftUI animations,…
Plan and execute technical product launches for developer tools, APIs, and technical…
Generate comprehensive trading plans with risk management, position sizing, entry/exit…
Build interactive web applications using HTML/JavaScript interfaces with MATLAB computational…
Generate beautiful, distinctive HTML/CSS/JS control panels for MATLAB uihtml components. 8…
Use this skill for the architecture phases of an MBSE workflow in MATLAB, when writing…
Create system architecture diagrams using Mermaid, PlantUML, C4 model, flowcharts, and…
Manage build artifacts, Docker images, and package registries. Configure artifact…
Configure autoscaling for Kubernetes, VMs, and serverless workloads based on metrics,…
Use this skill for guided MBSE work in MATLAB — starting a new project, resuming work…
Create MATLAB Course Designer Simulink Exercise learning activities with starter and solution…
Use this skill for all requirements-related work in a MATLAB MBSE project using the…
Distribute content globally using CloudFront with caching, security headers, WAF integration,…
Launch and configure EC2 instances with security groups, IAM roles, key pairs, AMIs, and…
Create and deploy serverless functions using AWS Lambda with event sources, permissions,…
Use this skill when authoring reusable, idempotent MATLAB scripts that build System Composer…
Deploy and manage relational databases using RDS with Multi-AZ, read replicas, backups, and…
Manage S3 buckets with versioning, encryption, access control, lifecycle policies, and…
Deploy and manage web apps using Azure App Service with auto-scaling, deployment slots,…
Create serverless functions on Azure with triggers, bindings, authentication, and monitoring.…
Implement background job processing systems with task queues, workers, scheduling, and retry…
Implement backup strategies, disaster recovery plans, and data restoration procedures for…
Implement robust batch processing systems with job queues, schedulers, background tasks, and…
Implement blue-green deployment strategies for zero-downtime releases with instant rollback…
Debug client-side issues using browser developer tools. Identify JavaScript errors, styling…
Reduce JavaScript and CSS bundle sizes through code splitting, tree shaking, and optimization…
Build compelling business cases to justify investments and secure funding. Quantify benefits,…
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