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3,528 documents
Ooumph Tools - AI-Powered Marketing Suite
Documents a Next.js SaaS platform with six AI-powered marketing tools, each backed by an n8n webhook workflow.
Completed Work Archive
Tracks completed implementation work streams for a financial assessment application, moving them out of the active roadmap to keep it focused.
Flourish App - Video Production Checklist
Guides a developer through pre-production, recording, editing, and publishing a product demo video for the Flourish app.
Ankh.md Starter Docs
Documents per-folder agent scoping, config merging, isolated skills and sessions for Ankh.md, a Hermes fork.
AI_persona
Defines a meticulous, systematic AI coding assistant persona focused on codebase management, debugging, and improvement.
Building SupportX AI Assist: A Multi-Agent IT Support System
Describes building a multi-agent IT support system with AutoGen, Azure AI Search, and Gemini embeddings for instant issue resolution and automatic escalation.
Budget
Outlines a three-phase DREAM Challenge using Docker and OMOP EHR data to predict patient mortality, with timeline and deliverables.
scmd Implementation Guide: 3 Must-Borrow Features
Defines three features to bring a CLI tool to feature parity with competitors: interactive chat, markdown formatting, and a template system.
Late Chunking Strategy
Explains late chunking for RAG: embed entire documents first, then split into context-aware chunks to preserve cross-references.
RWE Inclusion/Exclusion Optimizer
Defines a multi-agent system that converts clinical trial inclusion/exclusion criteria text into executable SQL cohort queries over real-world data.
Product Requirements Document: Gemini Code Flow
Defines a product requirements document for a multi-agent development orchestration platform adapted from Claude Code Flow to Gemini CLI.
Submail System
Describes a self-hosted email alias system for Discord communities with SMTP engine, alias management, and audit logging.
Phase 3: AI-Powered Code Review
Documents a deployed AI code review assistant that automatically reviews pull requests for code quality, bugs, security, and performance.
SunCube AI - Comprehensive Documentation
Documents a React/TypeScript EduTech platform's architecture, PostgreSQL migration, and development workflows for CTET exam prep.
🏠 Local AI Vision Support - Ollama + LLaVA Integration
Adds a free local AI vision provider (Ollama + LLaVA) alongside OpenAI GPT-4o, with a UI toggle, multi-image upload, and structured ad extraction for a screenshot intelligence feature.
GitHub MCP Server - Configuration Examples
Provides configuration examples for connecting a GitHub MCP server to Claude Desktop, VS Code, and MCP Inspector, plus usage scenarios for common GitHub operations.
Datalevin MCP Server
Runs a local Datalevin MCP server over stdio, exposing read-only or read-write database tools to any MCP-compliant client.
An Image is Worth 16X16 Words: Transformers for Image Recognition at Scale
Introduces the Vision Transformer (ViT) that applies a standard Transformer directly to image patches for classification, outperforming CNNs when pre-trained at scale.
OCI Retrieval-Augmented Generations (RAG) with Generative AI Agents Service
Walks through setting up OCI Generative AI Agents with Object Storage, OpenSearch, or Autonomous Database 23AI for RAG chatbots.
Merge: .agents and .claude → .cursor
Documents the consolidation of `.agents` and `.claude` configuration directories into a single `.cursor` directory structure.
BAZINGA - Claude Code Multi-Agent Dev Team - Architecture
Defines a hierarchical multi-agent architecture for Claude Code with five specialized roles, explicit routing protocols, and six-layer role drift prevention.
PROJECT 8: Enterprise-Grade AI Knowledge Copilot
Defines a product requirements document for an enterprise AI knowledge copilot with chat, voice, and meeting capabilities.
Standard Operating Procedure: Video Transcription & Summarization Workflow
Defines an end-to-end workflow for ingesting video, generating transcripts, producing summaries, and delivering outputs to stakeholders.
Hashashin Update
Explains the redesign of Hashashin, a binary similarity tool, and documents the tiered hashing approach and Elasticsearch integration.