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3,528 documents
GitHub MCP Server
Documents setup and configuration for both a remote and local GitHub MCP server, enabling AI tools to interact with GitHub via natural language.
Cat Mode Protocol
Forces the agent to roleplay as a domestic cat, rejecting all complex tasks and using only cat sounds and actions.
An Image is Worth 16X16 Words: Transformers for Image Recognition at Scale
Introduces the Vision Transformer (ViT) that applies a standard Transformer directly to image patches for classification, outperforming CNNs when pre-trained at scale.
Building SupportX AI Assist: A Multi-Agent IT Support System
Describes building a multi-agent IT support system with AutoGen, Azure AI Search, and Gemini embeddings for instant issue resolution and automatic escalation.
Cursor Development Environment
Documents a Docker-based dev container setup with test commands and OpenClaw agent configuration for the ClawDrive project.
🎯 PrizmAI Features - Complete Guide
Documents 12 advanced AI features for project management, including explainability, coaching, burndown charts, and conflict detection.
Constraints
Explains how to model constraints as Ceres Solver cost functions in the fuse optimization framework, with a complete code example.
Late Chunking Strategy
Explains late chunking for RAG: embed entire documents first, then split into context-aware chunks to preserve cross-references.
Content Brief Template
Provides a structured template for planning SEO-optimized content, covering keyword strategy, SERP analysis, and promotion.
Journey from Concept to Code: Transforming Cursor into a Devin-like AI Assistant
Documents the creation of aicode.cursorrules, a set of rules that turns Cursor/Windsurf into a Devin-like AI assistant with automated planning and self-evolution.
GitHub Operations
Maps 20+ GitHub API operations to MCP tool calls for repository, issue, PR, workflow, and security management.
SECURITY IN ORDERS OF DIFFICULTY
Presents a 55-level security hardening checklist from basic password hygiene to abandoning the internet entirely.
Code Span Semantic Chunking Executive Summary
Recommends an AST-driven chunking strategy for code retrieval, preserving function/class boundaries to improve precision and reduce token waste.
UI Preview Guide
Lists six ways to preview UI components locally, including a dedicated mock-data preview page and optional Storybook setup.
Cross-ISA Semantic Code Embedding: A Complete Implementation Blueprint
Describes how to build a cross-ISA binary embedding system using IR lifting and contrastive learning, with architecture, training, and deployment details.
Implementation Plan: Ethnobotany Vectorized Database
Lays out an 11-week plan to build a semantic search engine for ethnobotany literature using RAG, vector embeddings, and multi-LLM chat.
FreeRangeNotify — Simplification Roadmap
Maps every friction point in a notification platform's onboarding and proposes phased solutions to reduce setup from 6 API calls to a single quick-send endpoint.
CTF Playbook Instructions
Provides a linear, kill-chain-based playbook of enumeration and attack one-liners for CTF competitions, focused on Linux targets.
scmd Implementation Guide: 3 Must-Borrow Features
Defines three features to bring a CLI tool to feature parity with competitors: interactive chat, markdown formatting, and a template system.
Windsurf Rules Support
Documents how to create, install, publish, and convert Windsurf AI editor rules using the PRPM package manager.
Build Wealth Pro - TODO
Tracks 300+ tasks across 30 sections for building a wealth management mobile app with multi-tenant architecture and autonomous agents.
SunCube AI - Comprehensive Documentation
Documents a React/TypeScript EduTech platform's architecture, PostgreSQL migration, and development workflows for CTET exam prep.
Kilocode Review MCP Integration Guide
Describes how to integrate an MCP server that runs automated, context-aware code reviews with two-phase validation and actionable fixes.
Comprehensive Log Review and Anomaly Detection Guide
Defines a complete log review and anomaly detection framework for an AI trading bot, with automated scheduling, risk scoring, and alert management.