Laravel & PHP Development Instructions for GitHub Copilot


Claude Code Skills Documentation

README.md#Claude Code Skills Documentation


TanStack Query (react-query) Best Practices


README.md#SciTrust: Evaluating the Trustworthiness of Large Language Models for Science


Astral (Next.js + TypeScript + Tailwind) Copilot Instructions


Agent Specialize - Agent Role Specialization and Capability Assignment


Brilliant Directories Automation via Rube MCP


Plugin Settings Pattern for Claude Code Plugins


Scale Optimize - Performance Optimization at Enterprise Scale


ICLR'24 上大型语言模型代理的最新研究进展 | 代理评估重点

README.md#ICLR'24 上大型语言模型代理的最新研究进展 | 代理评估重点


Data Science from Scratch by Joel Grus

README.md#Data Science from Scratch by Joel Grus


R Graphics Cookbook by Winston Chang

README.md#R Graphics Cookbook by Winston Chang


/cs:ciso-review — CISO Forcing Questions


Cluster: Windows — IPC, crypto, allocator


Code Generate - Advanced AI-Powered Code Generation


README.md#Think Bayes: Bayesian Statistics in Python by Allen B. Downey


Custom Instructions based on "Eloquent JavaScript, 4th Edition" (2024)


README.md#The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search


Browser Rendering Pipeline - Complete Overview


Agent Monitor - Agent Performance Monitoring and Optimization


Graphics Rendering Fundamentals - Overview


README.md#The Elements of Statistical Learning by Trevor Hastie, Robert Tibshirani, and Jerome Friedman


Office Open XML Technical Reference for PowerPoint


🤖 Copilot Secure Defaults for Java, Node.js, C#, and Python Projects


/cs:grill-me — Relentless Plan Interrogation


ComfyUI Frontend Responsive Design Patterns


IBM Data Prep Kit: PDF→Parquet

README.md#IBM Data Prep Kit: PDF→Parquet


Regulatory Affairs & Quality Management Skills - Claude Code Guidance


README.md#AI4Research: A Survey of Artificial Intelligence for Scientific Research


Pressure Test 1: Emergency Production Fix


Bunny Integrations, SDKs & Advanced Features Reference


/em:hard-call — Framework for Decisions With No Good Options


README.md#NVIDIA Omniverse AI Animal Explorer Extension


Next.js + Supabase Todo App Copilot Instructions


Prime Components: How to Build Components


Kubernetes Learning Plan - From Zero to Production Ready


TDD Guide - Test Driven Development Skill


/cs:aims-audit — AIMS ISO 42001 Forcing Questions


Knowledge Org - Organizational Knowledge Management System


Performance‑Optimizer – Make It Fast & Cheap


README.md#Galactica: A Large Language Model for Science


Analytics Advanced - Advanced Analytics and Reporting Dashboard


Model Context Protocol (MCP) Quickstart

README.md#Model Context Protocol (MCP) Quickstart


README.md#MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning


Tech Lead's Club - Spec-Driven Development


Custom Instructions: Clean Architecture & Clean Code Expert


README.md#From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery


Karpathy Coder — Active Coding Discipline


README.md#How To Learn Artificial Intelligence (AI)?


ComfyUI Examples Repository Analysis Guide


/create-activity - Create Android Activity/Screen


PressThat (WordPress Drafts) Copilot Instructions


Senior Quality Manager Responsible Person (QMR)


Subdomain Identification & Bounded Context Analysis


Next.js + React + Tailwind Copilot Instructions


/configure-gcs - Configure Google Cloud Storage


Custom Detection Authoring — Instructions


Next.js + Supabase + Shadcn PWA Copilot Instructions


Mouser Electronics Parts Search & Analysis


Solve GitHub Issue with Test-Driven Development


README.md#Practical Statistics for Data Scientists by Peter Bruce and Andrew Bruce


Akka.NET Management and Service Discovery


Doppler Marketing Automation Automation via Rube MCP


Salesforce Service Cloud Automation via Rube MCP


Z-test for two proportions (A/B conversion rates)


README.md#Geoffrey Hinton’s Neural Networks For Machine Learning


Sendbird AI Chabot Automation via Rube MCP


Awesome LLM Agents Scientific Discovery

README.md#Awesome LLM Agents Scientific Discovery


README.md#Deep Learning Book by Ian Goodfellow, Yoshua Bengio, and Aaron Courville


Better Proposals Automation via Rube MCP


README.md#MOOSE: Large Language Models for Automated Open-domain Scientific Hypotheses Discovery


Karpathy Coder — Active Coding Discipline


Mutation Testing — Campaign Configuration (mewt/muton)


Snapshot Testing Email Templates with Verify


LCSC Electronics — Component Search, Datasheets & Ordering


LiveKit Agents Development for LiveKit Cloud


LLM Wiki — Second Brain for Claude Code + Obsidian


NVIDIA Biomedical AI-Q Research Agent

README.md#NVIDIA Biomedical AI-Q Research Agent


/setup-cloud-run - Setup Google Cloud Run Service


Java General Purpose Copilot Instructions


🛡 Prompt: Add a Content Security Policy (CSP)


TensorFlow Machine Learning Library

README.md#TensorFlow Machine Learning Library


Custom Instructions: HTML5 & CSS3 Responsive Design Expert


README.md#Simulation-Based Inference Papers & Tools


Team Standup Analysis & Strategic Recommendations


Prompt: Prompt Refinement and Optimization


Task Execution with Metacognitive Analysis


Architecture Contributor Design System Prompt


Google Cloud Vision Automation via Rube MCP


Cluster: Ambient state (env / fs / time / creds / DoS)


README.md#Foundation Models for Materials Discovery


Query Instruction Rule (CQRS, Clean Architecture, C#)


Phase 1 — MCP Resolution and Source Analysis


TypeScript Next.js Supabase  prompt file


Claude Code Everything You Need to Know

README.md#Claude Code Everything You Need to Know


Integration Testing with .NET Aspire + xUnit


/si:extract — Create Skills from Patterns


README.md#Foundation Models for Environmental Science: A Survey


Husky Setup for .NET Projects (dotnet tool)


Solve Sentry Issue with Test-Driven Development


README.md#Programming Collective Intelligence by Toby Segaran


README.md#Probabilistic Graphical Models: Principles and Techniques by Daphne Koller and Nir Friedman


Visual Studio Code Repository Analysis Guide


Artificial Intelligence for Science

README.md#Artificial Intelligence for Science


/em:board-prep — Board Meeting Preparation


Technical Details: ComfyUI v3 Architecture


Microcks Metadata Construction – SCRIPT Dispatcher


c-level-agents — Founder-Mode Executive Team


Using Three.js and React Three Fiber in Remotion


README.md#Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions


Laravel PHP 8.3+ Package Copilot Instructions


ISO/IEC 42001 AI Management System Specialist


Technical Planning & PRD Generation Agent


Semantic Understand - Deep Semantic Code Understanding and Analysis


README.md#Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems


Z-test for two proportions (A/B conversion rates)


Dungeon Fighter Online Automation via Rube MCP


Engineering Advanced Skills (POWERFUL Tier)


/create-retriever - Create RAG Retriever


Algorithmia AI Model Deployment

README.md#Algorithmia AI Model Deployment


CRITICAL: Canvas to Screen Coordinate Transformation


AI for Science: Progress and Challenges

README.md#AI for Science: Progress and Challenges


README.md#A Survey on Large Language Model based Autonomous Agents


Elixir Phoenix Docker Copilot Instructions


Everything Claude Code autonomous loops

README.md#Everything Claude Code autonomous loops


Verify at least one document path was provided


MCP Extend - Custom MCP Server Development and Extension


Code Explain - Advanced Code Explanation and Documentation


/cs:office-hours — Six-Question Founder Interrogation


Custom Instructions: The strict "Clean Architecture" & "Clean Code" Enforcer


Study Node Editor Performance Optimizations


JavaScript & TypeScript Code Quality Copilot Instructions


Frontend‑Developer – Universal UI Builder


README.md#Natural Language Processing in Python by Steven Bird, Ewan Klein, and Edward Loper


Governance - Enterprise Governance and Policy Enforcement


Comfy-CLI Repository Guide for Claude Code


TypeScript Best Practices (for JS/JSX Type-Checking)


README.md#DeepAnalyze: Agentic Large Language Models for Autonomous Data Science


Svelte Best Practices (Svelte 5 + TypeScript)


Android Jetpack Compose Copilot Instructions


Find existing RFCs and determine next number


Pattern Detect - Pattern Detection and Architectural Analysis


README.md#Sebastian Thrun’s Introduction To Machine Learning


Code → PRD: Reverse-Engineer Any Codebase into Product Requirements


/generate-seeds - Generate Database Seeds


ComfyUI-Manager Repository Analysis Guide


The Elements of Statistical Learning

README.md#The Elements of Statistical Learning


Custom Instructions: Node.js Backend & Architecture Expert


🛡 Prompt: Content Security Policy (CSP) Review


/imessage:configure — iMessage Channel Setup


MCP Server Development Best Practices and Guidelines


AI Developer Guide - Technical Decision Criteria and Anti-pattern Collection


Security library authoring rules (this repo)


Adversarial Vulnerability Analysis (Phase 5)


🕵 Prompt: Logging & Sensitive Data Exposure Audit


Managing Async Operations with CancellationToken


README.md#A Survey on Uncertainty Quantification Methods for Deep Learning


Introduction to Model Context Protocol

README.md#Introduction to Model Context Protocol


:material-rocket-launch: Engineering - POWERFUL


Skill Bus: Completion Signal (Experimental)


Engineering Advanced Skills (POWERFUL Tier)


ComfyUI Registry Backend - Architecture Overview


Node.js + MongoDB + JWT + Express + React Copilot Instructions


Node/TypeScript MCP Server Implementation Guide


Go ServeMux REST API Copilot Instructions


/audit-project - Multi-Agent Code Review


GitHub Issue Analysis and Technical Specification Generator


/suggest-colors - Suggest Accessible Colors


Task: Convert Project Rules to Claude Code Hooks


Containers vs Kubernetes - Understanding the Relationship


:material-code-braces: Engineering - Core


🔐 Prompt: Hardcoded Secrets & Credential Audit


Visual Enhancements Summary: Mermaid Diagrams for Subgraph System


Repository Evaluation Prompt (Awesome-Claude-Code · Full Version)


/setup-lambda - Setup AWS Lambda Function


Custom Instructions: PHP 8+ & Laravel Architecture Expert


README.md#Autonomous Scientific Discovery Through Hierarchical AI Scientist Systems


README.md#A Comprehensive Survey of Scientific Large Language Models and Their Applications


/em:challenge — Pre-Mortem Plan Analysis


🤖 Prompt: Unvalidated GenAI Code Acceptance Audit


Regulatory Affairs & Quality Management Skills


ES Module + Node.js Copilot Instructions


Claude Instructions - Comprehensive Agents Project


/cs:fda-qsr-audit-prep — FDA QSR Forcing Questions


Backend‑Developer – Polyglot Implementer


/cs:freeze — Cooldown Lock on a Decision


README.md#Anthropic's Prompt Engineering Interactive Tutorial


Device Scope Drift Detection — Instructions


Experience Evolution — Knowledge Accumulation System


LLM Wiki — Second Brain for Claude Code + Obsidian


Project Management Skills - Claude Code Guidance


AI Multi-Agent Presentation Builder

README.md#AI Multi-Agent Presentation Builder


Process all [gone] branches, removing '+' prefix if present


CC Prompts - Claude Code Plugin Installation Guide


/discord:access — Discord Channel Access Management


Campaign Cleaner Automation via Rube MCP


Maintaining Skill Index Snippets (AGENTS.md / CLAUDE.md)


Compliance Enterprise - Enterprise Compliance Automation and Auditing


Browser Testing Patterns for ComfyUI Frontend


Business Rules Encapsulation in Aggregates


README.md#LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey


Quadtree Use Cases in Browser Applications


AGENTS.md — planning-with-files agent reference card


Onesignal User Auth Automation via Rube MCP


Claude Code Capabilities Report: A Deep Dive into My Inner Workings


Paper2Web: Let's Make Your Paper Alive!

README.md#Paper2Web: Let's Make Your Paper Alive!


Vulnerability & Exposure Management Report — Instructions


/si:promote — Graduate Learnings to Rules


/em:stress-test — Business Assumption Stress Testing


Java Spring Boot + JPA Copilot Instructions


Quality Manager - QMS ISO 13485 Specialist


Phase 4: CI & Review Monitor Loop - Reference


Agent Configuration & Multi-Model Collaboration


Icon Migration Methodology for ComfyUI Frontend


Google Workspace Admin Automation via Rube MCP


/cs:write-a-skill — Skill-Author Forcing Questions


OpenCLI AutoFix — Automatic Adapter Self-Repair


README.md#Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron


AI Agent Security Posture — Instructions


/explain-plan - Explain Query Execution Plan


Microsoft Tenant Automation via Rube MCP


What is Kubernetes? - Complete Beginner's Guide


bat: Enhanced File Viewer with Syntax Highlighting


MITRE ATT&CK Coverage Report — Instructions


Phase 8: GitHub Issue Creation - Reference


/cs:ai-act-readiness — EU AI Act Forcing Questions


XYFlow Repository Analysis for Claude Code


Project‑Analyst – Rapid Tech‑Stack Detection


README.md#My Experience With Claude Code After 2 Weeks of Adventures


Icims Talent Cloud Automation via Rube MCP


Copilot authoring guidelines for customization Markdown files


README.md#Andrew Ng’s Machine Learning at Stanford University


Multi-Agent Discovery Prompt for Feature Forge


Testing Blazor Applications with Playwright


TypeScript Google Apps Script  prompt file


Solo Founder GTM: The Complete Playbook for Scaling Without Hiring


Report Template — Sentinel Ingestion Analysis (v2)


Building LLM-Powered Applications with Claude


General Code Guidelines Copilot Instructions


/si:remember — Save Knowledge Explicitly


Spec Compliance Reviewer Prompt Template


Content-to-Pipeline: Turning Content Into Revenue


GitHub Copilot Coding Standards Instructions


Quality Manager - QMS ISO 13485 Specialist


Astro + Tailwind CSS + JavaScript Copilot Instructions


Doppler Secretops Automation via Rube MCP


AGENTS.md - Development Guidelines for ccprompts


/cs:compliance-readiness — Compliance Officer Forcing Questions


/em:postmortem — Honest Analysis of What Went Wrong


Email Threat Protection Posture — Instructions


Command Instruction Rule (CQRS, Clean Architecture, C#)


Astral (Next.js + TypeScript) Copilot Instructions


Jupyter AI (JupyterLab Extension)

README.md#Jupyter AI (JupyterLab Extension)


Next.js + React + TypeScript Copilot Instructions


BA Copilot (Next.js + Vercel + Supabase) Copilot Instructions


Angular + Novo Elements Copilot Instructions


Implementation Strategy Selection Framework (Meta-cognitive Approach)


Physics Informed Machine Learning

README.md#Physics Informed Machine Learning


Domain Events - Accumulation Pattern (C#)


Vue Flow CSS Transform Analysis: A Deep Dive


README.md#Python for Everybody: Exploring Data in Python 3 by Charles Severance


BeHuman — Self-Mirror Consciousness Loop


Google Classroom Automation via Rube MCP


Agent Development for Claude Code Plugins


Cluster: C++ semantics (gated on `is_cpp`)


Build an MCPB (Bundled Local MCP Server)


README.md#Machine Learning for Scientometric Analysis


Remote Retrieval Automation via Rube MCP


Plasticode + Telegram Bot API Copilot Instructions


Phases 7-10: Deploy & Validate - Reference


/analyze-bundle - Analyze Frontend Bundle


Portfolio2 (Next.js + Tailwind CSS + Material UI) Copilot Instructions


element14 / Newark / Farnell — Component Search, Datasheets & Ordering


MCP server development rules (this repo)


.NET Project Structure and Build Configuration


Bunny Optimizer, Magic Containers & Database Reference


AI Developer Guide - Technical Decision Criteria and Anti-pattern Collection (Frontend)


README.md#Text Mining with R by Julia Silge and David Robinson


Context Manager - Advanced Context Management and Semantic Understanding


⚠ Prompt: Insecure or Deprecated API Usage Scan


Comprehensive Subgraph System Research Summary


README.md#Machine Learning in Action by Peter Harrington


Codex Autoresearch — Autonomous Goal-directed Iteration


Subgraph System Memory Management Deep Dive


Pandas & Scikit-learn Data Analysis Copilot Instructions


Microcks Metadata Construction – JSON_BODY Dispatcher


LiteGraph Subgraph System - Executive Summary


/capture-baseline - Capture Visual Baseline


README.md#Understanding Machine Learning: From Theory to Algorithms by Shai Shalev-Shwartz and Shai Ben-David


React + TypeScript + Shadcn UI Copilot Instructions


Everything Claude Code content engine

README.md#Everything Claude Code content engine


/em:hard-call — Framework for Decisions With No Good Options


README.md#Architectures, variants, and performance of neural operators: A comparative review


README.md#Jeremy Howard’s Fast.ai & Data Institute Certificates


Engineering Advanced Skills (POWERFUL Tier)


/generate-notice - Generate License Notice


Hookify - Create Hooks from Unwanted Behaviors


100-Idea Software Concept Generator

prompts/100-Idea Software Concept Generator.md


Rete.js Transform and Performance Analysis


Python Django Best Practices Copilot Instructions


README.md#Awesome Foundation Models for Weather and Climate


Everything Claude Code orchestrate

README.md#Everything Claude Code orchestrate


Hidden Gems and Unexplored Insights from the Subgraph System


Realphonevalidation Automation via Rube MCP


README.md#Autonomous 'self-driving' laboratories: a review of technology and policy implications


Compliance Officer Agent (Multi-Framework Orchestrator)


Latent Briefing and KV Cache Memory Sharing


Google Cloud SQL for SQL Server

README.md#Google Cloud SQL for SQL Server


/telegram:configure — Telegram Channel Setup


Convert Manual Playbook to Automated Agent Workflow


/em:board-prep — Board Meeting Preparation


:material-trending-up: Business & Growth


Python & TypeScript Guide Copilot Instructions


README.md#International Journal of Machine Learning and Cybernetics


College Football Data Automation via Rube MCP


Workflow Visual - Visual Workflow Builder for Agent Orchestration


Awesome Scientific Language Models

README.md#Awesome Scientific Language Models


Node Editor Performance Research Summary


README.md#A Survey on AI-assisted Scientific Discovery


:material-shield-check-outline: Regulatory & Quality


Example Command (Legacy `commands/` Format)


README.md#From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery


If no argument provided, try to find PR for current branch


Deno Integration & Automation Copilot Instructions


Workflow Automate - Multi-Step Workflow Automation with Agent Coordination


OctoEverywhere For 3D Printing

README.md#OctoEverywhere For 3D Printing


Wolfram Alpha API Automation via Rube MCP


Extension Backward Compatibility Patterns


OpenTelemetry .NET Instrumentation Skill


App Registration Security Posture — Instructions


README.md#Self-Driving Laboratories for Chemistry and Materials Science


Awesome LLM Scientific Discovery

README.md#Awesome LLM Scientific Discovery


Getting video dimensions with Mediabunny


Contentful Graphql Automation via Rube MCP


README.md#Never Jobless LinkedIn Message Generator


GSAP with Vue, Svelte, and Other Frameworks


/test-sr - Test Screen Reader Compatibility


Rosette Text Analytics Automation via Rube MCP


Product Team Skills - Claude Code Guidance


Cloud SQL for MySQL Observability

README.md#Cloud SQL for MySQL Observability


Team Coordinate - Advanced Team Coordination and Communication


Report Template — MITRE ATT&CK Coverage (v1)


Prompt: Access Control & Authorization Architecture Review


/cs:gc-review — General Counsel Forcing Questions


How to Use the App Store Optimization Skill


Transform-based Zoom Pixel Stretching Discussion


README.md#Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents


Salesforce Marketing Cloud Automation via Rube MCP


Knative, Istio, Typesense, HTMX, GPU Copilot Instructions


Information Security Manager - ISO 27001


Corey Schafer (Python Programming)

README.md#Corey Schafer (Python Programming)


Instructions for Copilot customization Markdown files


Regulatory Affairs & Quality Management Skills


README.md#Cell2Sentence: Teaching Large Language Models the Language of Biology


README.md#Physics-Informed Neural Networks and Extensions


README.md#ChatGPT prompt engineering for developers


Computer Security Investigation - Instructions


Identity Security Posture — Instructions


Next.js + TypeScript Copilot Instructions


Labs64 Netlicensing Automation via Rube MCP


README.md#Democratizing AI scientists using ToolUniverse


Best of Atomistic Machine Learning

README.md#Best of Atomistic Machine Learning


/generate-api-ref - Generate API Reference


Chrome Extension (JS/TS) Copilot Instructions


Browserbase Tool Automation via Rube MCP


Sentinel Ingestion Report — Drill-Down & Reference (v2)


/write-adr - Write Architecture Decision Record


/perf - Performance Investigation Workflow


Engagement Metrics and Success Measurement


/discord:configure — Discord Channel Setup


Documentation‑Specialist – Clear & Complete Tech Writing


Predictive Dev - Predictive Development and Proactive Suggestions


GTM Engineering: Automation, Architecture & Agent Orchestration


Iconify Tailwind CSS Integration for ComfyUI Frontend


README.md#A Guide to Claude Code 2.0 and getting better at using coding agents


README.md#ChemCrow: Augmenting large-language models with chemistry tools


README.md#Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next


Pressure Test 3: Authority + Social Pressure


Background Remove — Local AI Background Removal


HTML, Tailwind CSS, and JavaScript Copilot Instructions


ABF (Agentic Business Framework)

README.md#ABF (Agentic Business Framework)


Atlassian Template & Files Creator Expert


SQL Database Assistant - POWERFUL Tier Skill


Centralstationcrm Automation via Rube MCP


Deep Context Builder Skill (Ultra-Granular Pure Context Mode)


C-Level Advisory Skills — Claude Code Guidance


Microsoft Clarity Automation via Rube MCP


/cs:boardroom — Multi-Role Boardroom Deliberation


ISO/IEC 42001 AI Management System Specialist


Cluster: Static hygiene (grep-only, low-context)


MCP Server Usage Monitoring — Instructions


Deep Dive Analysis: Subgraph Event System Implementation


MCP Configure - Advanced MCP Server Configuration and Management


/list-adrs - List Architecture Decision Records


README.md#Aviary: Training Language Agents on Challenging Scientific Tasks


/analyze-complexity - Analyze Code Complexity


README.md#Feature Engineering for Machine Learning by Alice Zheng and Amanda Casari


README.md#SciBench: Evaluating College-Level Scientific Problem-Solving Abilities


Email Testing with Mailpit and .NET Aspire


DRY & SOLID Principles Copilot Instructions


Sslmate Cert Spotter API Automation via Rube MCP


/check-licenses - Check License Compliance


Vue Composable Patterns in ComfyUI Frontend


/em:postmortem — Honest Analysis of What Went Wrong


Neural Networks and Deep Learning

README.md#Neural Networks and Deep Learning


Chrome Extension (JavaScript/Chrome APIs) Copilot Instructions


GTM Metrics, Dashboards & Measurement for AI Products


Simple Analytics Automation via Rube MCP


Neural Ordinary Differential Equations

README.md#Neural Ordinary Differential Equations


Troubleshooting Husky Setup for .NET Projects


Agent Learn - Agent Learning and Adaptation from Project Patterns


Data Security Events Analysis — Instructions


Backend to Frontend Handoff Documentation


README.md#Fundamentals of Machine Learning for Predictive Data Analytics by John D. Kelleher, Brian Mac Namee, and Aoife D'Arcy


AGENTS.md — Tanda Tangan Digital Flutter (TTDigital)


Analyze and Resolve Suggested Changes in GitHub Pull Request


/imessage:access — iMessage Channel Access Management


README.md#From Theory to Application: A Practical Introduction to Neural Operators in Scientific Computing


/cs:caio-review — CAIO Forcing Questions


README.md#The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery


notiondevs/Notion Skills for Claude

README.md#notiondevs/Notion Skills for Claude


Skill Tester - Quality Assurance Meta-Skill


Service Principal Scope Drift Detection — Instructions


README.md#Machine Learning: A Probabilistic Perspective by Kevin P. Murphy


Context Persist - Context Persistence and Retrieval Across Sessions


Python Best Practices Copilot Instructions


Atlassian Template & Files Creator Expert


Issue Complexity Assessment for Bounties


Node Materials (TSL - Three Shading Language)


README.md#Autonomous chemical research with large language models


Multi Repo - Multi-Repository Coordination and Management


Physics-Informed Neural Networks Papers

README.md#Physics-Informed Neural Networks Papers


Agent Communicate - Inter-Agent Communication and Coordination Protocols


Vue Vapor: Deep Dive into Compilation Differences


Creation Log: Systematic Debugging Skill


Viewport Culling Optimization Discussion


ChartAssistant / ChartAst (ACL 2024)

README.md#ChartAssistant / ChartAst (ACL 2024)


PrimeVue Integration Patterns in ComfyUI Frontend


AI and Machine Learning Roadmaps

README.md#AI and Machine Learning Roadmaps


/generate-embeddings - Generate Vector Embeddings


/configure-blob - Configure Azure Blob Storage


Google Cloud Vertex AI Model Garden

README.md#Google Cloud Vertex AI Model Garden


Resource Manage - Resource Management and Capacity Planning


Task Execution with Metacognitive Analysis


/cs:office-hours — Six-Question Founder Interrogation


Subgraph Execution Model Performance Analysis


Next.js + Tailwind + TypeScript Apps Copilot Instructions


/cs:boardroom — Multi-Role Boardroom Deliberation


The Philosophy of Generic but Precise Variant Analysis


React Flow CSS Transform Analysis: A Deep Dive


/generate-report - Generate Load Test Report


README.md#Big Data: Principles and best practices of scalable realtime data systems by Nathan Marz and James Warren


Multi-Provider Order Management Patterns


/cs:iso13485-audit-prep — ISO 13485 QMS Forcing Questions


Google Search Console Automation via Rube MCP


/cs:soc2-audit-prep — SOC 2 Type II Forcing Questions


README.md#AI-Researcher: Autonomous Scientific Innovation


Positioning, ICP & Messaging Architecture for AI Products


Node Editor Performance Optimizations Research


/si:remember — Save Knowledge Explicitly


Regulatory Affairs & Quality Management Skills


README.md#Deep Learning: A Practitioner's Approach by Adam Gibson and Josh Patterson


Large Language Models in Chemistry

README.md#Large Language Models in Chemistry


.NET Concurrency: Choosing the Right Tool


🔒 Prompt: Access Control & Authorization Review


ComfyUI Workflow Templates Repository Analysis Guide


IoC (Indicator of Compromise) Investigation - Instructions


Creation Log: Systematic Debugging Skill


README.md#Scientific Discovery in the Age of Artificial Intelligence


README.md#Boltz-1: Democratizing Biomolecular Interaction Modeling


Walk up from current directory to find .claude/


MIT 6.034 Artificial Intelligence

README.md#MIT 6.034 Artificial Intelligence


/cs:gdpr-audit-prep — GDPR DPO Forcing Questions


Custom Instructions: Senior Flutter & Dart Engineer


/telegram:access — Telegram Channel Access Management


Comprehensive Research Agent Best Practices


/cs:iso27001-audit-prep — ISO 27001 ISMS Audit Forcing Questions


Phase 1: Transform Foundation - COMPLETE ✅


Cloudflare Browser Rendering Automation via Rube MCP


Scientific Computing with ML Papers

README.md#Scientific Computing with ML Papers


/cs:freeze — Cooldown Lock on a Decision


Prompt: 4Q Threat Model (DFDs + Supporting Diagrams, Tool-Validated Mermaid)


FunSearch (DeepMind, Nature 2023)

README.md#FunSearch (DeepMind, Nature 2023)


README.md#Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents


README.md#A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers


Agent Designer - Multi-Agent System Architecture Toolkit


Refactor Semantic - Semantic-Aware Refactoring and Optimization


Self-Improving Agent — Claude Code Instructions


README.md#The frontier of simulation-based inference


Graphical Apps Development Copilot Instructions


/si:promote — Graduate Learnings to Rules


Next.js + Vercel + AI SDK RSC Copilot Instructions


/generate-report - Generate Accessibility Report


/generate-erd - Generate Entity Relationship Diagram


ComfyUI Workflow Templates Repository Guide


Flutter Development Copilot Instructions


Create PRD: Generate Product Requirements Document


AI Code Completion by DeepCode

README.md#AI Code Completion by DeepCode


Phase 0 — Preflight, Configuration, and Work Directory


Python Flask JSON Guide Copilot Instructions


User Account Scope Drift Detection — Instructions


README.md#Learning Python for Data Analysis and Visualization by Jose Portilla


Go Backend Scalability Copilot Instructions


OPC Skills solopreneur marketing

README.md#OPC Skills solopreneur marketing


Agent Designer - Multi-Agent System Architecture


Scout — Codebase Exploration for Execute-Spec


Prime Endpoint: How to Build New Endpoints


README.md#Fundamentals of Deep Learning by Nikhil Buduma and Nicholas Locascio


Autoresearch Agent — Claude Code Instructions


Build an MCP App (Interactive UI Widgets)


Conditional Access Policy Investigation - Instructions


Engineering Team Skills - Claude Code Guidance


Skill Development for Claude Code Plugins


/add-breakpoints - Add Responsive Breakpoints


Google Cloud SQL for PostgreSQL

README.md#Google Cloud SQL for PostgreSQL


Deep Dive into Subgraph Serialization and Deserialization Implementation


ast-grep: Structural Code Search and Editing


Angular + TypeScript Copilot Instructions


Python Containerization Copilot Instructions


README.md#Scientific Large Language Models: A Survey on Biological & Chemical Domains


AI Mentor - AI Mentoring and Skill Development Guidance


Anime.js v4 Reference Guide for AI Assistants


GitHub Copilot Customization Overview

README.md#GitHub Copilot Customization Overview


ComfyUI React Extension Template - Repository Summary


Meta LLaMA - Large Language Models

README.md#Meta LLaMA - Large Language Models


Honeypot Investigation Agent - Instructions


/validate-schedule - Validate Cron Schedule


Google Address Validation Automation via Rube MCP


Rell Blockchain Code Copilot Instructions


Awesome Scientific Machine Learning

README.md#Awesome Scientific Machine Learning


README.md#Data Science for Business by Foster Provost and Tom Fawcett


Everything Claude Code search-first

README.md#Everything Claude Code search-first


Information Security Manager - ISO 27001


Multi Chat MCP Server (Google Chat)

README.md#Multi Chat MCP Server (Google Chat)


Technical Analysis: LiteGraph Subgraph System


Custom Hybrid Implementation Patterns: LiteGraph Canvas + Vue DOM


Next.js 15 + React 19 + Vercel AI + Tailwind Copilot Instructions


README.md#Everything Claude Code continuous learning


User Security Investigation - Instructions


Vue-Based Node System Knowledge Updates Log


README.md#InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification


README.md#Automate the Boring Stuff with Python by Al Sweigart


Claude Code for JetBrains (Beta)

README.md#Claude Code for JetBrains (Beta)


ASCII Simulation Game Copilot Instructions


React + TypeScript + Shadcn UI Copilot Instructions


/cs:caio-review — CAIO Forcing Questions


Monetize Lovable Directory Fast - Even With Low Traffic


Bunny Edge Storage & Stream API Reference


/analyze-ci-failure - Analyze CI/CD Failure


/migrate-file - Migrate JS to TypeScript


c-level-agents — Founder-Mode Executive Team


SAP SuccessFactors Automation via Rube MCP


AI Fluency: Framework & Foundations

README.md#AI Fluency: Framework & Foundations


README.md#The Rise and Potential of Large Language Model Based Agents: A Survey


README.md#Microsoft Azure AI Model Catalog (Anthropic Publisher)


Google Search Console Automation via Rube MCP


README.md#The Hundred-Page Machine Learning Book by Andriy Burkov


Cloud SQL SQL Server Observability

README.md#Cloud SQL SQL Server Observability


AI Debug - AI-Assisted Debugging and Error Resolution


Verify at least one document path was provided


Standards Library - Claude Code Guidance


Python 3.12 + FastAPI Best Practices Copilot Instructions


Hugging Face Diffusion Models Course

README.md#Hugging Face Diffusion Models Course


🛡 Prompt: Input Validation & Sanitization Audit


Agent Designer - Multi-Agent System Architecture


AlphaFold: Protein Structure Prediction

README.md#AlphaFold: Protein Structure Prediction


/em:stress-test — Business Assumption Stress Testing


Business & Growth Skills - Claude Code Guidance


ComfyUI Registry Backend - Architecture Overview


README.md#Coscientist: Autonomously planning and executing scientific experiments


/create-migration - Create Database Migration


ComfyUI Registry Web Frontend - Comprehensive Repository Analysis


Plan for Creating MDC Files from Library Best Practices


Research Report: Subgraph Development History and Design Decisions


/em:challenge — Pre-Mortem Plan Analysis


README.md#TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools


README.md#Uncertainty quantification in scientific machine learning: Methods, metrics, and comparisons


GitHub Repos Manager MCP Server

README.md#GitHub Repos Manager MCP Server


/test-responsive - Test Responsive Design


/simplify-fn - Simplify Complex Function


Google Sheets Formula Generator

README.md#Google Sheets Formula Generator


GitHub Code Quality Copilot Instructions


team-configurator – AI Team Setup & Update


Phase 3: Performance at Scale - PLANNING


ComfyUI Component Widget System - Comprehensive Technical Analysis


Performance Patterns for Browser Graphics


/cs:gc-review — General Counsel Forcing Questions


README.md#Neural Networks and Deep Learning by Michael Nielsen


/create-module - Create Terraform Module


PyQt6 EEG Processing Copilot Instructions


Cluster: Buffer-write sinks (consolidated)


Cloud SQL PostgreSQL Observability

README.md#Cloud SQL PostgreSQL Observability


Foundation Models in Bioinformatics

README.md#Foundation Models in Bioinformatics


BeHuman — Self-Mirror Consciousness Loop


/si:extract — Create Skills from Patterns


Sentinel Ingestion Analysis Report — Instructions


Science-Parse / SPv2 (AllenAI)

README.md#Science-Parse / SPv2 (AllenAI)


/cs:ciso-review — CISO Forcing Questions


Portfolio mode (`--portfolio <parent-dir>`)


README.md#Scaling Large Language Models for Next-Generation Single-Cell Analysis


Hook Development for Claude Code Plugins


Phase 2: Event-Driven Lifecycle + Widget System - COMPLETE ✅


README.md#MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science


Domain-Driven Design (DDD) Instruction rule


Next.js 14 + Tailwind CSS Copilot Instructions


Plugin Marketplace Hosting & Distribution


SQL Database Assistant - POWERFUL Tier Skill


Tailwind Frontend Expert – Utility‑First UI Specialist


Reference: Manus Context Engineering Principles


/setup-functions - Setup Azure Functions


README.md#Effective Python: 90 Specific Ways to Write Better Python by Brett Slatkin


README.md#Applied Predictive Modeling by Max Kuhn and Kjell Johnson


Skill Porter - Cross-Platform Skill Converter


Chrome DevTools Protocol (CDP) Domains Reference


Accredible Certificates Automation via Rube MCP


Virchow (Nature Medicine 2024)

README.md#Virchow (Nature Medicine 2024)


Test Intelligent - Intelligent Test Generation and Optimization


Cosmos Vulnerability Scanner — Update Log


ComfyUI Website Platform - Repository Analysis Guide


Conversion Tools Automation via Rube MCP


Kubernetes + MkDocs Documentation Copilot Instructions


Builder Workflow Template — Claude Code Global Memory


Academic Test: Systematic Debugging Skill


TLDraw CSS Transform & Performance Analysis: A Deep Dive


Code → PRD: Reverse-Engineer Any Codebase into Product Requirements


Google Classroom Automation via Rube MCP