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3,528 documents
Disaster Recovery - NRP: Strengthened Production Launch Roadmap
Maps a 3-4 week production launch plan for an Australian compliance platform, covering module integration, AI content generation, and alert channels.
AI_persona
Defines a meticulous AI coding assistant persona called CodeNavigator for systematic codebase management, debugging, and improvement.
Marketing
Lists 90+ GPT-based marketing tools for social media, SEO, ads, content creation, and analytics.
Odoo 18 Docker Setup
Defines a reproducible Docker Compose setup for Odoo 18 and PostgreSQL with an idempotent shell script for initialisation.
Subset constraints in general graphs
Explains how to require a set of edges to appear together in at least one solution walk for directed graph models with cycles.
Security and Compliance
Documents the security architecture, controls, and compliance frameworks for an LLM Gateway service.
Credential Helpers Specification
Defines a subprocess protocol for tools to fetch credentials via stdin/stdout JSON, with required and optional commands.
Text Retrieval Benchmark
Runs a text retrieval benchmark using BEIR datasets, measuring recall, precision, NDCG, and MRR without LLM generation.
Raydar Brand Assets
Documents brand assets, colors, typography, and logo usage guidelines for the Raydar solar lead management platform.
Mobile Constraints & iOS Optimization
Documents mobile-first responsive design and iOS-specific optimizations for a React UI kit, covering viewport, safe areas, touch targets, and breakpoints.
Securing Your AI: Protecting Customer Data and Business Secrets
Teaches small business owners practical strategies for securing AI systems, protecting customer data, and defending against emerging threats.
📚 LEARN.md - Astra AI Secretary App
Onboards contributors to an Android AI secretary app by explaining its architecture, tech stack, setup steps, and contribution areas for GSSoC.
3.Constraints
Explains six SQL Server constraint types with syntax examples and error messages for enforcing data integrity.
SentinelAI Services v2.1 - Alice's Expert Review Guide
Checklist for reviewing a hackathon project's architecture, features, and production readiness across 11 assessment categories.
Aquaculture Platform - SLO/SLI Definitions
Defines seven SLO/SLI targets for an aquaculture platform, including error budget calculations, burn rate alerts, and metric dependencies enforced via Prometheus.
cheap-RAG Development Roadmap
Maps a 6-phase plan to turn a document retrieval system into a production RAG framework with generation, reranking, caching, and multimodal support.
YouTube Video Script: Train OccWorld on Tokyo 3D City Data with Lambda Cloud
Provides a complete script and visual plan for a YouTube tutorial on training the OccWorld 3D world model on Tokyo city data using Lambda Cloud GPUs.
ProtoExtract — Evaluation Approach Using OmniDocBench Methodology
Defines a multi-level evaluation framework for clinical protocol table extraction, adapting OmniDocBench metrics and adding domain-specific accuracy measures.
WARP.md
Documents the full development setup, architecture, and conventions for a.NET MAUI rewards app with a CQRS backend.
Page Architecture: Claru
Defines a seven-section landing page layout with animated hero, comparison grid, testimonials, and a terminal-style progressive disclosure form.
Ads Agent – RinkLink
Defines an autonomous paid ads agent that creates, executes, and optimizes Meta, Google Ads, and X campaigns for a hockey scheduling product.
AI Agent Improvement Plan (Repere)
Outlines a phased plan to improve an AI agent's tool accuracy, context relevance, latency, and user trust with diagnostics and validation.
STRIDE: Repudiation — Threat Modeling Prompt Pack
Provides a copyable AI prompt and checklist to identify repudiation threats and audit logging gaps in a system architecture.
Code Challenge 4 Sanitized Rubric
Provides a rubric for grading a React code challenge, with scoring criteria for props, state, code structure, and rendering.