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Day 4 - Podcast Transcript
Summarises a white paper on evaluating AI agent quality, covering pillars, observability, and a continuous improvement flywheel.
🎉 Funnel Maker - Implementation Complete!
Documents seven advanced features added to a funnel-building SaaS app, including email, teams, AI content, real-time sync, public sharing, and HTML export.
Persona AI Demo Guide
Guides users through launching, chatting with, and customising AI personas in a demo application with multiple LLM providers.
Implementation Plan - NanoBanana PRO Obsidian Plugin
Specifies converting a QuickAdd script into an Obsidian plugin that generates AI-powered infographic posters from notes.
GitHub MCP Server
Connects AI tools to GitHub for repository management, issue and PR automation, CI/CD monitoring, code analysis, and team collaboration via natural language.
Context Engineering & Prompting Techniques
Teaches developers how to structure code and comments to get better suggestions from GitHub Copilot.
Product Requirements Document (PRD)
Defines requirements for an AI microlearning platform with adaptive quizzes, agentic workflows, and MCP integration for hackathon demo.
Konoran Spec
Defines a low-level compiler-target language with syntax between C and assembly, specifying parsing, modules, functions, and memory rules.
Content Card
Provides a structured template for planning, producing, tracking, and reviewing a single content asset within a campaign.
Contextinator v2.0 - Complete Usage Guide
Documents a Rust-powered CLI and Python library for fast filesystem operations plus an optional RAG pipeline for semantic code search with ChromaDB and OpenAI embeddings.
Growth Launchpad MVP Design Document
Defines the architecture, data model, and agent workflow for a supervised multi-agent launch workspace targeting students and indie developers.
CLAUDE.md
Guides Claude Code on a hexagonal-architecture proxy that converts Anthropic Messages API requests to OpenAI-compatible endpoints with caching, rate limiting, and Cython optimizations.
Product Requirements Document: Publishing Tools Module
Defines requirements for a module that distributes knowledge graph insights via email, webhooks, and feeds while tracking engagement.
ResumeWriter
Guides an AI assistant through analyzing job descriptions and tailoring a resume to emphasize key qualifications.
EU Cyber Resilience Act (CRA) Compliance
Maps an open-source toolkit's security and documentation practices to the EU Cyber Resilience Act's requirements for downstream compliance support.
Infinite-Context Chat Storage Specification
Specifies a graph-database-backed chat storage system that uses vector embeddings and adaptive indexing to give LLMs unlimited context without token waste.
CLAUDE.md
Documents a JAC-based multi-agent review analysis API with graph data model, pipeline stages, endpoints, and deployment commands.
Lab Exam: Build and Deploy a NestJS Backend with PostgreSQL Using Docker
Defines a 6-task lab exam for building a NestJS backend with PostgreSQL, Docker, and TypeORM, including CRUD for a User entity.
American Mass-Market Brand Psychology
Defines a mass-market brand identity for a word game called Hintly, modeled on McDonald's psychology and American consumer triggers.
TakeMachine Features
Lists all features, content types, and planned updates for the TakeMachine desktop app.
Video Explainer Skill & Agent Design
Designs a Claude Code skill and orchestrator agent that creates multi-platform explainer videos with a hierarchical brand/platform/style config system and learning memory.
Multi-class: exactly one of the sentiment labels applies
Describes LabelFusion, a Python package that learns to combine a transformer classifier with one or more LLMs for multi-class and multi-label text classification.
at` Language Agent Skill
Teaches an LLM how to write, debug, and understand the `at` programming language with syntax, builtins, and constraints.
LO AI Sandbox Application
Documents a Spring Boot RAG application with pgvector, MCP travel services, and a Streamlit UI for document management and travel planning.