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📚 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.
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.
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.
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.
Tags
Lists over 2000 tags used across blog posts for categorisation and search.
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.
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.
Design Document: AI Creator Copilot
Describes a microservices-based content creation platform with AI services for trend analysis, quality scoring, and platform adaptation.
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.
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.
TALI Project Map
Maps the TALI project's directory structure, core modules, configuration files, and quick links for navigation.
ETL Base Data Dictionary (Diesel schema) - S2 Roadmap
Documents a Diesel-generated PostgreSQL schema for Brazilian NFAG/NFE invoices and a 28-week roadmap to scale ETL infrastructure to 500k docs/hour.
coinset CLI
Documents 50+ CLI commands for querying the Chia blockchain, inspecting spends, and running CLVM utilities via a full node RPC wrapper.
Universal and Transferable Adversarial Attacks on Aligned Language Models
Summarizes a paper on generating adversarial suffixes that cause aligned language models to produce harmful content, with high transferability to commercial models.
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.
Text Retrieval Benchmark
Runs a text retrieval benchmark using BEIR datasets, measuring recall, precision, NDCG, and MRR without LLM generation.
LAB3-INSTRUCTIONS
Guides students through four encryption tasks using openssl and gpg, including symmetric/asymmetric encryption, encrypted email, and digital signatures.
🚀 Neon Fraud Watch - MVP (Minimum Viable Product)
Documents the MVP scope, features, architecture, and roadmap for a Bitcoin fraud detection dashboard with a 4-factor risk scoring algorithm.
Comprehensive Project Documentation: Freelancer Marketplace
Documents the full architecture, data models, and objectives for a MERN-stack freelancer marketplace with real-time chat and role-based access.
Domain 5: Testing, Validation, and Troubleshooting
Maps the AIP-C01 exam Domain 5 topics, evaluation systems, metrics, and troubleshooting, into a structured study guide with code examples and exam tips.
Frequently Asked Questions (FAQ) about the CF Conventions
Answers common questions about the CF Conventions, including standard names, governance, and technical details for netCDF data files.
GPL Compliance Checklist for Zodiac Sidereal Distribution
Guides a developer through GPL v3 compliance for a desktop application that bundles the Swiss Ephemeris library, with a checklist and distribution scenarios.
htmltools (development version)
Documents the version history of the htmltools R package, listing new features, bug fixes, and breaking changes across releases.