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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.
Persona AI Demo Guide
Guides users through launching, chatting with, and customising AI personas in a demo application with multiple LLM providers.
Paid Media Paid Social Strategist Agent
Defines a full-funnel paid social strategist agent covering Meta, LinkedIn, TikTok, Pinterest, X, and Snapchat with platform-specific creative and audience strategies.
Pasto Performance Benchmarks
Provides a template for benchmarking Pasto's HTTP performance across multiple machines and worker counts.
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.
Day 4 - Podcast Transcript
Summarises a white paper on evaluating AI agent quality, covering pillars, observability, and a continuous improvement flywheel.
Work Stream 54: Remove Sensitive Data from Logs (CRIT-002)
Documents the removal of password reset tokens and DISC scores from logs, replacing them with a sanitization utility across two services.
Product Requirements Document: Publishing Tools Module
Defines requirements for a module that distributes knowledge graph insights via email, webhooks, and feeds while tracking engagement.
CLAUDE.md
Documents a JAC-based multi-agent review analysis API with graph data model, pipeline stages, endpoints, and deployment commands.
MCP Tools Reference for Context Agents
Documents four MCP tools (ast-grep, semantic search, GitHub, memory) and their integration workflow for context-aware code agents.
Maestro Agent Roster
Catalogues 37 specialised RevOps agents across 9 categories with triggers, frameworks, tools, and cross-references for an orchestrator-routed multi-agent system.
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.
Magic Unicorn Tech Blog Project - Claude Instructions
Defines a content overhaul plan for a tech blog, covering tone, structure, and visual strategy to match a brand voice.
Image Prompt Gateway — Design Spec (Strawman)
Defines a `/image` slash command that expands a one-line description into a polished, tool-specific image-generation prompt for Midjourney, NijiJourney, DALL-E 3, or SDXL.
Sky the Scribe -- content authoring and thought leadership
Defines a content-writing agent's role, voice, platform formats, and brief structure for thought leadership and brand content.
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.
✨ Blog Topics Guide
Lists 10 blog categories with example topics, target audiences, and keywords for an AI-powered blog CMS.
Intent × Shape Classification: Diagnosis & Robustness Strategy
Diagnoses why a content-generation engine misclassifies ambiguous prompts like 'write 10 blogs' and proposes six ranked fixes.
KStoryBridge Creator App - Launch Plan
Outlines a 12-week phased launch plan for a B2B SaaS platform connecting Korean content creators with global media buyers.
GLOSSARY
Defines over 40 TypeScript compiler terms, from parser internals to type system concepts like control flow and mapped types.
PHM-LLM Template Setup Guide
Guides you through setting up and customising a PHM-LLM template for prognostic health management projects with configuration and variant options.