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Midjourney Prompt Scraper
Scrapes Midjourney prompts from prompthero.com, extracts subjects with spaCy, and converts the data to JSONL for language model fine-tuning.
2.1.839
Changelog for Fooocus image generation tool, listing 100+ version entries with features, fixes, and deprecation notices.
Prompt Generator
Generates Stable Diffusion and Flux prompts via Qwen3-8B on Ollama, with a Gradio UI and CLI.
Content Moderation Patterns
Describes a two-stage content moderation pipeline with pre-filters and LLM classification, plus category design, confidence thresholds, and human review.
Judge-Tuner: LLM Program Evaluation Suite Builder
Describes an app that builds and iteratively refines evaluation suites for LLM programs using AI parsing and EvalForge integration.
ADN Systems DMR Peer Server
Documents a forked FreeDMR server for amateur radio DMR voice/data routing with bridges, proxies, scheduled voice announcements, and centralized security.
Ad Copy Templates Reference
Provides formulas and templates for writing ad copy across search, social, and professional platforms.
Marketing AI Features - Implementation Summary
Documents three Claude AI features for social media post creation: content generation, enhancement, and image prompt suggestions.
Research Agent
Defines a read-only code exploration agent with a mandatory deep analysis protocol for answering project questions.
Security and Compliance
Documents the security architecture, controls, and compliance frameworks for an LLM Gateway service.
Agent Templates
Provides copy-paste agent templates for 58 specialized agents across 6 departments, including class definitions and directory structures.
Terraform AWS CloudWatch Module
Documents 13 Terraform submodules for managing AWS CloudWatch log groups, alarms, metric filters, streams, and security benchmarks.
IR-Copilot — Incident Response AI Assistant
Serves as a reference implementation for an agentic RAG system with multi-tenant chat, document ingestion, hybrid search, and subagent delegation.
task-executor
Defines a strict protocol for an AI agent that reads a PRD, executes only explicitly requested tasks, and updates the PRD accordingly.
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.
Domains and DNS
Surveys the problems of self-hosted DNS and catalogs DDNS providers, clients, API libraries, and P2P alternatives like KadNode and NameCoin.
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.
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.
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.
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.
Full-Stack Upgrade & File Storage Integration
Tracks a multi-phase full-stack upgrade adding file storage, admin dashboards, notifications, Mailchimp, Stripe, search, comments, SEO, and content syndication.
Data Retrieval
Downloads UK electricity generation and pricing data from Electric Insights and Energy Charts APIs using the moepy library, then visualises fuel-mix time-series.
Credential Helpers Specification
Defines a subprocess protocol for tools to fetch credentials via stdin/stdout JSON, with required and optional commands.
📚 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.