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3,528 documents
🌿 Master Garden Plant Main Data Review Guide
Defines a strict protocol for reviewing one plant attribute at a time and locking updates before outputting JSON.
Data Structures and Operations Reference
Defines 11 data entities, their fields, business rules, and REST endpoints for a growth marketing experimentation system.
Dynamic Coattention Networks For Question Answering
Explains the Dynamic Coattention Network model for question answering, covering encoder, co-attention, and iterative pointer network.
ShieldAI Sales Deck
Presents a 16-slide sales deck for a Canadian AI compliance gateway that detects and masks PII before forwarding requests to OpenAI or Claude.
Role
Defines a fantasy football injury risk analyzer persona with routing logic, a six-factor framework, and response templates for player analysis.
Exception Catching
Guides developers on using Sentry for exception capture, custom span instrumentation, and structured logging in a Next.js project.
CLAUDE.md - Agentic System Guide
Serves as the master orientation file for an agentic AI system with Python backend and React frontend, defining environment detection, development workflows, and deployment procedures.
Search and Retrieval
Documents a 6-stage RAG search pipeline with hybrid retrieval, reranking, Chain of Thought reasoning, and source attribution.
Multi-Framework Scoring Rubric
Defines a 0, 10 scoring rubric across five frameworks and AWS pillars for automated architecture assessment.
Kuzu Event Bus - AI Coding Agent Instructions
Guides AI coding agents to build a multi-tenant Kuzu graph database service with hexagonal architecture, TDD, and DDD.
BlogForge AI - Complete Usage Guide
Walks through setup, content generation, and publishing workflows for a Gemini-powered blog writing tool.
Job Description
Lists mandatory and nice-to-have skills for a DevSecOps Engineer role, plus 30 interview Q&As on Azure, Terraform, AKS, and security.
The workflow:
Documents a multi-phase NASA NEO data pipeline with extraction, transformation, quality checks, and Airflow orchestration.
AxGen — Input Specification
Defines a 12-block conversational input flow that replaces three static documents, cutting user effort from 45-90 minutes to 8-12 minutes.
🤖 AI Tools Platform - Project Plan
Defines a modular AI content creation platform with Next.js, OpenRouter, and a tool configuration system for generating stories, social posts, and image prompts.
generated by https://github.com/hashicorp/terraform-plugin-docs
Documents a renamed Terraform resource for TCP monitors in the Checkly provider, with schema and examples.
Multi-Protocol GitHub Worker - Usage Examples
Shows curl, WebSocket, RPC, and MCP commands for a multi-protocol GitHub API worker.
UNO REVERSE: UNIFIED NARRATIVE OPERATOR
Defines a five-step enhancement pipeline for story pages that doubles length while preserving author voice and narrative integrity.
Samsung EnnovateX 2025 - Complete Project Explanation
Describes a hot-swappable adapter system for on-device LLM fine-tuning on Samsung Galaxy smartphones, achieving 80% memory savings via QLoRA.
Marriott Library Metadata Dictionary
Documents 18 metadata fields used by the Marriott Library digital collections, with Dublin Core mappings, Solr field names, and usage guidelines.
RFD: Document Q&A System with RAG-Powered Analysis
Defines a full RAG document Q&A system using Gemini AI, with configurable chunking, retrieval, and expert skills.
MemoRizz Setup Guide for Oracle AI Database
Walks through installing MemoRizz with Oracle AI Database, starting a Docker container, creating the schema, and configuring a memory-backed agent.
📋 Analytics Implementation Task Guide
Provides a step-by-step guide to integrate PostHog analytics into a Next.js project, including client and server-side tracking, user identification, and feature flags.
MCP Security & Access Control Analysis
Analyses security gaps in an MCP server exposing Oracle procurement data, listing vulnerabilities and fixes.