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3,528 documents
GitHub Copilot Instructions
Defines coding standards, architecture rules, PR expectations, and output format for a Laravel + Inertia + Vue 3 project.
Market Sentinel — Improvements & Enhancement Tracker
Prioritises 13 post-launch improvements for a crypto market monitoring system, each with implementation notes and cost estimates.
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.
Photovoltaic Field Array Time-Series (PVDAQ)
Documents the NREL PVDAQ dataset schema, S3 paths, and query examples for photovoltaic time-series data analysis.
Late Chunking Strategy
Explains late chunking for RAG: embed entire documents first, then split into context-aware chunks to preserve cross-references.
Flourish App - Video Production Checklist
Guides a developer through pre-production, recording, editing, and publishing a product demo video for the Flourish app.
Completed Work Archive
Tracks completed implementation work streams for a financial assessment application, moving them out of the active roadmap to keep it focused.
Agent Eval - Complete UI Flow Visualization
Maps every screen of an agent evaluation application to its URL, UI layout, and the evaluation features it implements.
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.
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.
SRO-001 On-Call & Incident Response
Defines a complete on-call schedule, incident severity levels, response procedures, and post-incident analysis workflow for SRE teams.
Static Ad Output Template
Provides a structured Markdown template for producing static ad campaign batches with image prompts and ad copy for Meta Ads Manager.
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.
AICA PRD Quality Rubric
Defines a 10-dimension scoring rubric (0-5 each) to evaluate and create PRDs, with a target score of 36+ for agent-driven implementation.
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.
Submail System
Describes a self-hosted email alias system for Discord communities with SMTP engine, alias management, and audit logging.
Datalevin MCP Server
Runs a local Datalevin MCP server over stdio, exposing read-only or read-write database tools to any MCP-compliant client.
🏠 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.
SunCube AI - Comprehensive Documentation
Documents a React/TypeScript EduTech platform's architecture, PostgreSQL migration, and development workflows for CTET exam prep.
Task 8 — Default System Prompt: Chunked-Artifact Guidance
Directs an LLM agent to split long artifact outputs into multiple tool calls to avoid inference timeouts.
📚 Complete Prompt Catalog
Indexes 100+ prompt templates across marketing, sales, customer service, and HR, with 20 live files and 80+ placeholders.
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.
coding: utf-8
Collates GPT-4.1 prompting tips from internal testing, covering agentic workflows, long context, chain of thought, and instruction following.
Ankh.md Starter Docs
Documents per-folder agent scoping, config merging, isolated skills and sessions for Ankh.md, a Hermes fork.