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Setting Up Windsurf Editor with Neovim Integration
Walks through installing Neovim, configuring Windsurf Editor with Neovim integration, and setting up 17 extensions for C/C++ development.
Validation-Based Refusal: A Transparent Alternative to Pre-emptive Pattern Matching in AI Safety Systems
Proposes a validation-based refusal architecture that evaluates requests against explicit ethical axioms before deciding, reducing false positives by 60-80% while maintaining security.
Multi-Channel Campaign Creator
Guides an LLM to produce a multi-channel marketing campaign plan with audience segmentation, channel tactics, timelines, and measurement.
Step 3: Blog Operations & Growth Planning
Defines a blog operations plan covering writing workflow, content pillars, distribution strategy, sprint framework, measurement dashboard, and team roles for AI SaaS products.
Project Development Requirements (PDR)
Audits a virtual glasses try-on monorepo against 8 readiness categories and prioritises 28 gaps blocking public npm release.
CLAUDE.md
Guides Claude Code on building, packaging, and contributing to a C# SDK for the OneNET IoT platform.
Benchmarks
Compares Okra's read/write performance against raw LMDB across three dataset sizes using small key-value pairs.
PCP (Personal Control Plane) - Complete Specification
Defines a personal data platform with a single universal agent, queue-first message handling, and parallel execution across 16 use case categories.
Contentful Architecture Overview
Documents a microservices-based video generation pipeline that transforms text topics into rendered videos through six AI-powered stages.
Vector RAG POC - Frequently Asked Questions
Answers 25 common questions about setting up and using a Vector RAG proof of concept with Elasticsearch.
lib-ai-app-community-rag
Collects community insights, leaderboard links, and production war stories for building RAG systems, especially with multi-modal and large-scale documents.
go-tor Alert Response Guide
Defines alert severity levels, SLIs, SLOs, and step-by-step response procedures for a Tor monitoring system.
Copywriting: A Comprehensive Knowledge Base
1. [Introduction and Overview](#introduction-and-overview)
DiffusionDB
Documents a 14-million-image prompt dataset scraped from the Stable Diffusion Discord server, with metadata and download instructions.
GoFast CLI (`gof`) Context
Documents the architecture, commands, test strategy, and marker system for a Go code generation CLI that scaffolds full-stack applications.
Chapter 06 -- Design Intent Preservation: The Anti-Slop System
Presents a five-layer defense system to prevent generic AI-generated frontend code by enforcing brand-specific design tokens, antipatterns, and checklists.
Contextual Retrieval
Exposes two Go functions that prepend a short LLM-generated context to each document chunk before retrieval, improving search accuracy.
Tool Use Reference
Explains the tool-use pattern where Claude requests function calls and you execute them, covering schemas, loops, parallel execution, and built-in tools.
prompt
Generates YouTube Shorts scripts in a structured table format with titles, hashtags, and sentence-level image prompts.
Content at Scale: How Small Teams Can Produce Big Marketing with AI
Teaches small teams to use AI for content marketing, covering strategy, creation, operations, and ethics.
Stripe Local Development Setup
Explains how to test Stripe webhooks locally while keeping the production webhook pointing to Cloud Run.
LLM Evaluation โ Interview Grill
Presents 115 active-recall questions across 14 sections to test and reinforce knowledge of LLM evaluation concepts.
GREEN NODE - Project Overview
Describes a full-stack recycling platform with three runtime modes, provider architecture, and development scripts for Cochabamba, Bolivia.
AGENTS.md โ Cross-Platform Agent Instructions
Serves as a table of contents and usage guide for a library of 480+ prompts and 180+ agents organized across 28 categories.