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goal
Defines a hackathon goal: build a binary classifier predicting dementia risk from non-medical features only, using a NACC dataset subset.
News
Changelog for the febr R package, listing 50+ releases with bug fixes, improvements, and new functions for FEBR soil data.
Inventory Management System - SBA Report
Documents a Go inventory system with SQLite, Fyne GUI, barcode scanning, and role-based access for a school project report.
CLAUDE.md — Master AI Architect Operating Directives
Defines engineering directives, build commands, and implementation status for a local microservices credit-decisioning engine.
NOTES
Guides building a public-facing water quality app with map integration, data processing, and stakeholder-specific presentation.
PROJECT TASK LIST
Breaks a food security data portal build into 15 foundation tasks, 4 launch phases, and 3 growth phases with owners and durations.
Implementation Plan Breakdown
Explains a Gymnasium environment framework that uses state machines and OpenAI language models to implement a ReAct reasoning-and-acting loop for agents.
PRD
Describes a multi-agent platform that generates synthetic datasets from natural language descriptions using Google Agent SDK, Gemini, and Cloud Run.
For: Windsurf Cascade (and compatible: Codex CLI, opencode, Amp, Amazon Q, AGENTS.md tools)
Defines role, tech stack, architecture rules, identifier strategy, security policies, and a 7-step workflow for an AI coding assistant on a NestJS/Next.js document management system.
Data Dictionary and Semantic Layer for Tableau VizQL Data Service (VDS)
Defines JSON payload structure, endpoints, and query rules for LLMs to generate valid Tableau VizQL Data Service API requests.
Database Interview Notes
Serves as a study guide covering database fundamentals, big data concepts, DBMS architecture, and interview tips for data roles.
Ralph Development Instructions
Defines a development loop with mandatory E2E validation and a full requirements specification for a stand capacity planning tool.
Software Design Document (SDD) for Car Rental Website
Documents the architecture, components, data design, and API endpoints for a React/PHP car rental web application.
EPIC: usda-data-crush-stats
Maps a multi-year USDA grape crush data pipeline from raw downloads through bronze, silver, and gold layers to final CSV fact and dimension tables.
Chapter 7 - Web & Database
Teaches SQL basics, database design concepts, and PHP database connection methods (MySQLi and PDO) with code examples.
Frequently Asked Questions (FAQ)
Answers 30 common questions about a biogeography research project covering setup, data, models, troubleshooting, and contribution.
Telegram Jobs Bot - Complete Code Documentation
Documents a Telegram bot that lets users create profiles, browse jobs, apply with one click, and track application status via SQLite.
EasyFlix Management System - Part 1 Research & Design
Documents the research, design, and database schema for a subscription-based media rental system with separate user and admin applications.
Product Requirements Document
Defines complete requirements for an AT-certified invoicing system for Portugal, covering legal, functional, and technical specs.
CLAUDE.md
Documents a no-code product management platform covering classification, pricing, contracts, inventory, and financial services with multi-tenancy.
The workflow:
Documents a multi-phase NASA NEO data pipeline with extraction, transformation, quality checks, and Airflow orchestration.
Product Requirements Document: Mortgage Market Analysis Tool
Defines requirements for a tool that matches ESIS mortgage data to swap rates and visualizes premium bands by month.
SVG Chooser Block Fix Plan
Documents a bug where SVG selections vanish on re-save and lists the root causes and fixes applied.
Keypunch — Specification
Defines the architecture, data model, UI components, keyboard navigation, and testing strategy for a macOS menu bar app that registers global keyboard shortcuts to launch applications.