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3,528 documents
Search Rules
Defines a complete Elasticsearch search architecture with client config, index classes, query patterns, and sync logic for a TypeScript project.
icons
Defines icon sizing, color, and accessibility rules for a React project, with detailed search icon implementation examples.
๐ด CRITICAL RULE: NEVER DELETE TO FIX PROBLEMS ๐ด
Bans deletion as a fix for missing items and enforces adding instead, with 50+ rules for code generation, editing, and communication.
Exception Catching
Guides developers on using Sentry for exception capture, custom span instrumentation, and structured logging in a Next.js project.
Frontend Development Rules
Defines 14 coding standards for a Next.js 15 App Router project with CopilotKit, Tailwind v4, Framer Motion, and Supabase auth.
Plugin Chassis (PR #5651) โ Reviewer's Guide
Guides reviewers through a large PR that adds a plugin chassis and a MySQL X Protocol plugin, with reading orders and consistency checks.
Data dictionary
Defines a CSV-based format for sharing Zika outbreak data, specifying directory layout, file naming, and required fields.
PCB Design Sources for Industry-Scale Testing
Lists GitHub repos and communities where you can download real PCB designs for testing optimization at scale.
CostGuardAI โ Repository Analysis Playbook
Outlines a founder-led strategy to analyze public AI repos with CostGuardAI, publish findings, and drive installs through shareable proof.
BEIE Nexus โ AI Rules & Agentic Development Guidelines
Defines a governance framework for AI agents in a construction engineering firm, with autonomy tiers, human-in-the-loop rules, and audit requirements.
HR-Project โ Comprehensive Technical Report (Dec 22, 2025)
Describes a deterministic HR conversational agent that uses slot-filling and a finite state machine to execute workflows like time-off requests and IT ticket submissions.
Valet V1 โ Architecture & Implementation Plan
Defines a hosted background coding agent platform with isolated sandboxed dev environments, multiplayer sessions, and YAML-driven workflows.
Product Data Pipeline Quality Assurance Guide
Documents every command in a product data pipeline from harvesting through duplicate detection, with verification steps for each phase.
IT -- DevOps / Infrastructure
Defines a DevOps agent role that handles dependency management, scaffolding, config, build tooling, CI/CD, and environment setup for a Next.js monorepo.
๐ Quick Start Guide
Walks through local setup and AWS deployment of a competitor tracking SaaS backend with AI-powered URL discovery and social media integration.
PS-03: Autonomous Developer Onboarding Agent
Defines a project brief for building an AI agent that autonomously onboards new developers through chat, personalizes steps, tracks progress, and notifies HR.
1. General Questions on ML Pipelines
Answers 30 interview-style questions covering ML pipeline stages, versioning, monitoring, testing, CI/CD, MLOps, security, and ethics.
Graph Neural Networks
Explains graph neural networks conceptually for physics and chemistry students, covering message passing, training, and applications.
GO โ Build the Best Copilot Setup
Bootstraps a complete GitHub Copilot environment by asking setup questions, configuring VS Code, MCP servers, agents, and brain files.
Installing dependencies
Explains RAG concepts and provides a complete Python script to build a FAISS vector index and answer questions using Google Gemini.
ML Integration Plan for BioNav-SLAM
Outlines a plan to add ML training and inference to a bio-inspired SLAM simulation, with data collection, model zoo, and CLI modes.
Willog Sales CRM
Provides a complete Google Apps Script sales CRM with Kanban board, AI assistant, and bilingual support, backed by Google Sheets.
Viva/Presentation Q&A โ DAB TPS Optimization Project
Provides 46 Q&A pairs to guide a presentation on optimizing TPS control of a DAB converter for minimal RMS current.
Utility Functions API Reference
Documents every utility function in OpenTwig, covering build pipeline, configuration, theme management, content generation, file operations, and CLI utilities.