PopularSkill
karpathy-guidelines
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes,…
@multica-aiView SkillClaude Code Skill Authoring skills :)
Flowy lists 279 skills in the Skill Authoring category for Claude Code, across 9 plugins. A skill is a folder of instructions an agent loads while you work. Every one here shows what is inside before you install, who wrote it, and whether it is Auto-invoked, meaning a FLOW.md router fires it as you prompt.
@multica-aiView SkillHotSkill
gstack-openclaw-ceo-re…
Use when asked to review a plan, challenge a proposal, run a CEO review, poke holes in an approach, think bigger about scope, or decide whether to expand or…
HotSkill
gstack-openclaw-invest…
Use when asked to debug, fix a bug, investigate an error, or do root cause analysis, and when users report errors, stack traces, unexpected behavior, or say…
HotSkill
gstack-openclaw-office…
Use when asked to brainstorm, evaluate whether an idea is worth building, run office hours, or think through a new product idea or design direction before any…
HotSkill
book-to-skill
Converts books and documents (PDF, EPUB, DOCX, HTML, Markdown, plain text, RTF, MOBI/AZW with Calibre) into structured agent skills, extracting frameworks,…
@virgiliojr94View SkillSkill
distilly
Distill colleague, relationship, or celebrity source material into reusable Person Profiles for agents.
@titanwingsView SkillSkill
ab-test-analysis
Design and analyze A/B tests, calculate statistical significance, and determine sample sizes for conversion optimization and experiment validation
@aj-geddesView SkillSkill
access-control-rbac
Implement Role-Based Access Control (RBAC), permissions management, and authorization policies. Use when building secure access control systems with…
@aj-geddesView SkillSkill
accessibility-complian…
Implement WCAG 2.1/2.2 accessibility standards, screen reader compatibility, keyboard navigation, and a11y testing. Use when building inclusive web…
@aj-geddesView SkillSkill
skill-generator
Tạo AI Skill mới từ ý tưởng hoặc quy trình công việc. Kết hợp phỏng vấn thông minh, pattern detection, và quantitative evaluation để tạo skill chất lượng…
@marketingjuliancongdanh79-pixelView SkillSkill
context-surfing
Monitors context window health during large, long-running, multi-session, or explicitly context-sensitive work. Uses bounded external anchors, one cold-context…
@pskoettView SkillSkill
control-session-orches…
Control-plane workflow for coordinating multi-agent, multi-session project work from a single Codex, GitHub Copilot, or agent-app control session. Use this…
@pskoettView SkillSkill
eval-creator
[Beta] Creates permanent eval cases from promoted learnings and runs regression checks against them. Turns failures into test cases that prevent silent…
@pskoettView SkillSkill
anthropic-architect
Determine the best Anthropic architecture for your project by analyzing requirements and recommending the optimal combination of Skills, Agents, Prompts, and…
@jamesrochabrunView SkillSkill
anthropic-prompt-engin…
Master Anthropic's prompt engineering techniques to generate new prompts or improve existing ones using best practices for Claude AI models.
@jamesrochabrunView SkillSkill
apple-hig-designer
Design iOS apps following Apple's Human Interface Guidelines. Generate native components, validate designs, and ensure accessibility compliance for iPhone,…
@jamesrochabrunView SkillSkill
agent-skill-author
Use this skill when the user wants to author, design, scope, or refine an Agent Skill (a SKILL.md file). Trigger phrases include "build a new skill", "design…
@matlabView SkillSkill
embedded-ai-deployment
Deploy AI models to embedded hardware using MathWorks tools (MATLAB, Simulink, Embedded Coder). Covers two workflow patterns: (1) MathWorks-native or…
@matlabView SkillSkill
matlab-apply-assignmen…
Use when a learner asks for help with MATLAB homework, labs, projects, graded assignments, take-home exams, quizzes, or any programming task where academic…
@matlabView SkillHotSkill
gstack-openclaw-retro
Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking. Team-aware with…
Skill
accessibility-testing
Test web applications for WCAG compliance and ensure usability for users with disabilities. Use for accessibility test, a11y, axe, ARIA, keyboard navigation,…
@aj-geddesView SkillSkill
agile-sprint-planning
Plan and execute effective sprints using Agile methodologies. Define sprint goals, estimate user stories, manage sprint backlog, and facilitate daily standups…
@aj-geddesView SkillSkill
alert-management
Implement comprehensive alert management with PagerDuty, escalation policies, and incident coordination. Use when setting up alerting systems, managing on-call…
@aj-geddesView SkillSkill
eval-creator-ci
[Beta] CI-only eval regression runner using gh-aw (GitHub Agentic Workflows). Runs all eval cases in .evals/ on a schedule or per-PR, reports pass/fail…
@pskoettView SkillSkill
intent-framed-agent
Frames coding-agent work sessions with explicit intent capture and drift monitoring. Use when a session transitions from planning/Q&A to implementation for…
@pskoettView SkillSkill
learning-aggregator
[Beta] Cross-session analysis of accumulated .learnings/ files. Reads all entries, groups by pattern_key, computes recurrence across sessions, and outputs…
@pskoettView SkillSkill
book-illustrator
Expert children's book illustrator guide with 2024-2025 best practices, focusing on age-appropriate styles, color theory, character design, and visual…
@jamesrochabrunView SkillSkill
content-brief-generato…
Generate comprehensive content briefs for writers, ensuring clarity, alignment, and strategic content creation across all formats.
@jamesrochabrunView SkillSkill
design-brief-generator
Generate comprehensive design briefs for design projects. Use this skill when designers ask to "create a design brief", "structure a design project", "define…
@jamesrochabrunView SkillSkill
matlab-coach-debugging
Use when tutoring a learner through MATLAB debugging, error interpretation, failed tests, incorrect outputs, array-shape problems, indexing mistakes, function…
@matlabView SkillSkill
matlab-coach-programmi…
Use when an AI tutor session concerns MATLAB programming concepts, MATLAB syntax, MATLAB errors, MATLAB code style, MATLAB projects, or MATLAB toolbox…
@matlabView SkillSkill
matlab-create-ai-polic…
Use when an instructor wants to create, interview for, configure, install, update, or review a course AI-use policy for MATLAB AI tutoring. Produces an…
@matlabView SkillSkill
android-kotlin-develop…
Develop native Android apps with Kotlin. Covers MVVM with Jetpack, Compose for modern UI, Retrofit for API calls, Room for local storage, and navigation…
@aj-geddesView SkillSkill
angular-module-design
Design Angular modules using feature modules, lazy loading, and dependency injection. Use when organizing large Angular applications with proper separation of…
@aj-geddesView SkillSkill
anomaly-detection
Identify unusual patterns, outliers, and anomalies in data using statistical methods, isolation forests, and autoencoders for fraud detection and quality…
@aj-geddesView SkillSkill
learning-aggregator-ci
[Beta] CI-only learning aggregation workflow using gh-aw (GitHub Agentic Workflows). Scans .learnings/ files on a schedule, groups entries by pattern_key,…
@pskoettView SkillSkill
plan-interview
Ensures alignment between user and Claude during feature/spec planning through a structured interview process. Use this skill when the user invokes…
@pskoettView SkillSkill
pre-flight-check
[Beta] Session-start scan that surfaces relevant learnings, recent errors, and eval status before work begins. Bridges the outer loop back into the inner loop…
@pskoettView SkillSkill
engineer-expertise-ext…
Research and extract an engineer's coding style, patterns, and best practices from their GitHub contributions. Creates structured knowledge base for…
@jamesrochabrunView SkillSkill
engineer-skill-creator
Transform extracted engineer expertise into an actionable skill with progressive disclosure, allowing agents to find and apply relevant patterns for specific…
@jamesrochabrunView SkillSkill
frontend-designer
Build accessible, responsive, and performant frontend components with design system best practices, modern CSS, and framework-agnostic patterns.
@jamesrochabrunView SkillSkill
matlab-create-course-a…
Create MATLAB Course Designer MATLAB Exercise learning activities by wrapping the existing matlab-generate-grader-assessments skill, then validating generated…
@matlabView SkillSkill
matlab-create-hands-on…
Use when prompting a learner to complete hands-on MATLAB coding exercises, guided practice, debugging drills, code tracing, small MATLAB projects, or…
@matlabView SkillSkill
matlab-create-mcq-prac…
Use when creating, asking, grading, or explaining multiple choice questions for MATLAB programming practice, concept checks, quizzes, or tutoring exercises.
@matlabView SkillSkill
ansible-automation
Infrastructure automation and configuration management using Ansible playbooks, roles, and inventory. Use for deploying applications, patching, and managing…
@aj-geddesView SkillSkill
api-authentication
Implement secure API authentication with JWT, OAuth 2.0, API keys, and session management. Use when securing APIs, managing tokens, or implementing user…
@aj-geddesView SkillSkill
api-changelog-versioni…
Document API changes, breaking changes, migration guides, and version history for APIs. Use when documenting API versioning, breaking changes, or creating API…
@aj-geddesView SkillSkill
self-healing
Active runtime recovery for coding agents: when something breaks mid-task, diagnose the root cause, write a fix, VERIFY by re-running the broken thing, then…
@pskoettView SkillSkill
self-healing-ci
CI-only self-healing workflow using gh-aw (GitHub Agentic Workflows) for active runtime recovery on pull requests and scheduled runs. When a CI check fails…
@pskoettView SkillSkill
self-improvement
Captures learnings, errors, corrections, and feature requests to enable continuous improvement. Use when: (1) User corrects Claude ('No, that's wrong...',…
@pskoettView SkillSkill
git-worktrees
Manage Git worktrees for parallel Claude Code development. Use this skill when engineers ask to "create a worktree", "run parallel Claude sessions", "work on…
@jamesrochabrunView SkillSkill
kids-book-writer
Expert children's book writer creating delightful, engaging books for ages 2-9. Specializes in rhyming books, stories, songs with proper values, educational…
@jamesrochabrunView SkillSkill
leetcode-teacher
Interactive LeetCode-style teacher for technical interview preparation. Generates coding playgrounds with real product challenges, teaches patterns and…
@jamesrochabrunView SkillSkill
matlab-evaluate-tutor-…
Use when reviewing, auditing, scoring, or improving a real or synthetic MATLAB AI tutor transcript, tutoring prompt, generated lesson, exercise, feedback…
@matlabView SkillSkill
matlab-generate-course
Interview an instructor and generate a complete MATLAB and Simulink enabled course in IMS Common Cartridge format. Use when the user asks to create a MATLAB…
@matlabView SkillSkill
matlab-generate-grader…
Generate MATLAB Grader assessment items that are suitability-gated, profile-driven, feedback-aware, and validated through MATLAB MCP. Produces Script,…
@matlabView SkillSkill
api-contract-testing
Verify API contracts between services to ensure compatibility and prevent breaking changes. Use for contract testing, Pact, API contract validation, schema…
@aj-geddesView SkillSkill
api-error-handling
Implement comprehensive API error handling with standardized error responses, logging, monitoring, retry logic, and validation patterns. Use when building…
@aj-geddesView SkillSkill
api-filtering-sorting
Implement advanced filtering and sorting capabilities for APIs with query parsing, field validation, and optimization. Use when building search features,…
@aj-geddesView SkillSkill
self-improvement-ci
CI-only self-improvement workflow using gh-aw (GitHub Agentic Workflows). Captures recurring failure patterns and quality signals from pull request checks,…
@pskoettView SkillSkill
simplify-and-harden
Post-completion self-review for coding agents that runs simplify, harden, re-verification, and micro-documentation passes on non-trivial code or high-impact…
@pskoettView SkillSkill
simplify-and-harden-ci
CI-only Simplify & Harden workflow for pull requests using gh-aw (GitHub Agentic Workflows). Runs headless scan-and-report checks for simplify/harden/document,…
@pskoettView SkillSkill
llm-router
This skill should be used when users want to route LLM requests to different AI providers (OpenAI, Grok/xAI, Groq, DeepSeek, OpenRouter) using SwiftOpenAI-CLI.…
@jamesrochabrunView SkillSkill
math-teacher
Interactive math teacher that instantly generates playful, gamified learning experiences. Creates visual playgrounds, interactive artifacts, and engaging games…
@jamesrochabrunView SkillSkill
openai-prompt-engineer
Generate and improve prompts using best practices for OpenAI GPT-5 and other LLMs. Apply advanced techniques like chain-of-thought, few-shot prompting, and…
@jamesrochabrunView SkillSkill
matlab-log-tutor-sessi…
Use when starting, continuing, updating, exporting, or sharing a running transcript of a MATLAB AI tutoring session, especially when the transcript will be…
@matlabView SkillSkill
matlab-performance-opt…
Optimize MATLAB code for better performance through vectorization, memory management, and profiling. Use when user requests optimization, mentions slow code,…
@matlabView SkillSkill
matlab-plan-course-ado…
Use when an instructor asks for a setup guide, adoption guide, planning guide, implementation checklist, prerequisite check, MATLAB Course Designer course…
@matlabView SkillSkill
api-gateway-configurat…
Configure API gateways for routing, authentication, rate limiting, and request/response transformation. Use when deploying microservices, setting up reverse…
@aj-geddesView SkillSkill
api-pagination
Implement efficient pagination strategies for large datasets using offset/limit, cursor-based, and keyset pagination. Use when returning collections, managing…
@aj-geddesView SkillSkill
api-rate-limiting
Implement API rate limiting strategies using token bucket, sliding window, and fixed window algorithms. Use when protecting APIs from abuse, managing traffic,…
@aj-geddesView SkillSkill
skill-pipeline
Pipeline orchestrator that classifies incoming coding tasks and routes them through the correct combination of skills at the right depth. Implements two…
@pskoettView SkillSkill
skill-tester
Validates all interactive skills in this repo against the Agent Skills spec, project conventions, and structural requirements. Runs quick_validate.py, checks…
@pskoettView SkillSkill
skill-tester-ci
Validates all CI skills in this repo. Checks Agent Skills spec compliance, gh-aw workflow compilation, permission correctness, and structural conventions. Use…
@pskoettView SkillSkill
prd-generator
Generate comprehensive Product Requirements Documents (PRDs) for product managers. Use this skill when users ask to "create a PRD", "write product…
@jamesrochabrunView SkillSkill
qa-test-planner
Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design…
@jamesrochabrunView SkillSkill
query-expert
Master SQL and database queries across multiple systems. Generate optimized queries, analyze performance, design indexes, and troubleshoot slow queries for…
@jamesrochabrunView SkillSkill
matlab-plan-grader-ado…
Use when an instructor asks for a MATLAB Grader assessment setup guide, adoption guide, pilot plan, course-specific rollout, QTI 3 sharing workflow, or…
@matlabView SkillSkill
matlab-plan-tutor-adop…
Use when an instructor asks for a MATLAB AI tutor setup guide, adoption guide, pilot plan, course-specific rollout, or recommended tutor configuration based on…
@matlabView SkillSkill
matlab-project
Use this skill for any work involving a MATLAB Project (.prj file) — creating a new project, tracking files, managing the project path, configuring Simulink…
@matlabView SkillSkill
api-reference-document…
Create comprehensive API reference documentation with OpenAPI/Swagger specs, REST endpoints, authentication, examples, and SDKs. Use when documenting REST…
@aj-geddesView SkillSkill
api-response-optimizat…
Optimize API response times through caching, compression, and efficient payloads. Improve backend performance and reduce network traffic.
@aj-geddesView SkillSkill
api-security-hardening
Secure REST APIs with authentication, rate limiting, CORS, input validation, and security middleware. Use when building or hardening API endpoints against…
@aj-geddesView SkillSkill
verify-gate
Runs project compile, test, and lint commands between implementation and quality review. Gates simplify-and-harden behind machine verification. If checks fail,…
@pskoettView SkillSkill
reading-teacher
Interactive reading teacher that instantly generates playful, engaging learning experiences for children ages 1-10. Creates visual playgrounds, phonics games,…
@jamesrochabrunView SkillSkill
releasing-macos-apps
Create notarized macOS app releases with Sparkle auto-updates, DMG installers, and GitHub releases. Use when releasing macOS apps, creating DMG files,…
@jamesrochabrunView SkillSkill
swift-concurrency
Guide for building, auditing, and refactoring Swift code using modern concurrency patterns (Swift 6+). This skill should be used when working with async/await,…
@jamesrochabrunView SkillSkill
matlab-report-tutor-se…
Use when a learner or instructor asks for a report, summary, reflection, progress note, performance recap, activity metrics, instructor-shareable record of a…
@matlabView SkillSkill
matlab-symbolic-math
Generate correct MATLAB code using the Symbolic Math Toolbox. Use when the user asks for symbolic computations, analytical solutions, symbolic…
@matlabView SkillSkill
matlab-tutor-learners
Use when tutoring a student in MATLAB programming, coaching beginners, explaining MATLAB concepts interactively, or running a conversational AI tutor session.
@matlabView SkillSkill
api-versioning-strateg…
Implement API versioning strategies including URL versioning, header versioning, backward compatibility, deprecation strategies, and migration guides. Use when…
@aj-geddesView SkillSkill
app-store-deployment
Deploy iOS and Android apps to App Store and Google Play. Covers signing, versioning, build configuration, submission process, and release management.
@aj-geddesView SkillSkill
application-logging
Implement structured logging across applications with log aggregation and centralized analysis. Use when setting up application logging, implementing ELK…
@aj-geddesView SkillSkill
swiftui-animation
This skill provides comprehensive guidance for implementing advanced SwiftUI animations, transitions, matched geometry effects, and Metal shader integration.…
@jamesrochabrunView SkillSkill
technical-launch-plann…
Plan and execute technical product launches for developer tools, APIs, and technical products. Use this skill when technical PMMs need to "plan a launch",…
@jamesrochabrunView SkillSkill
trading-plan-generator
Generate comprehensive trading plans with risk management, position sizing, entry/exit strategies, and performance tracking to trade with discipline and…
@jamesrochabrunView Skill183 more in Skill Authoring. See them all →