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Development Notes - AI Agent Server
Documents the development process, bugs, agent routing logic, and technical highlights of an AI agent server built with Express.js.
exec.agent
Orchestrates multi-phase feature implementation by delegating analysis, coding, testing, and review to specialist subagents.
Refracta_Persona
Tells a first-person horror story about a mirror that traps its owner and swaps places with their reflection.
The DMZ: Archive Gate — Project Soul
Defines the identity, tech stack, architecture principles, and coding standards for a cybersecurity training game platform.
brd
Defines business requirements for an automotive parts dynamic pricing system that automates price list generation via rule-based segmentation and strategies.
Social Flow Agent Soul
Defines a personality and operational contract for an AI agent that handles social media tasks with natural, safe, and transparent behavior.
PreToolUse API
Documents the PreToolUse hook API for Claude Code, listing input helpers, state methods, output helpers, and exit code behaviors.
must do this as root
Walks through setting up a Vagrant VM with Ansible for local development of a Django app, including Windows via WSL.
SOUL.md
Defines a marketing agent's identity, values, and approach for terminal-based go-to-market strategy and execution.
baseFM Soul - Project Journey & Growth
Tracks the evolution of an onchain radio project from concept to production across six phases.
Setup Guide
Walks through installing dependencies, configuring environment variables for AI and vector database providers, and running the dev server for a RAG chatbot project.
Packerizing your config
Walks through installing Packer, authenticating with AWS, building an AMI, launching an EC2 instance, and connecting to a WordPress site.
Constraints
Documents SQL constraint types with syntax examples and notes on handled versus unhandled features for a SHACL mapping project.
Lumberjack Logging Framework Architecture
Documents the layered architecture of a Ruby structured logging framework with class diagrams, component responsibilities, and a logging flow sequence.
EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network Operations
Describes a lightweight RAG framework for network operations that won a competition track, with deployment and inference acceleration.
Coding Rubric
Defines a five-category grading rubric for student programming assignments, with three performance levels per category.
Comprehensive Security Audit Report
Documents 23 critical-to-high severity vulnerabilities in a Node.js/Python AI platform stack with refactored secure code examples.
Product Requirements Document (PRD)
Defines 18 sections covering SEO, copywriting, design, and analytics for a domain flipping affiliate site, with phased implementation and success metrics.
Text Chunking - Anton (ChromaDB)
Summarises a technical session on text chunking strategies for RAG, covering heuristic and semantic approaches, evaluation metrics, and practical advice.
Fish Net Application
Defines a PWA for fishermen to identify fish species via AI, track catches on maps, and manage catch history with offline support.
BlobStore: Chunking & Verified Streaming
Explains how Snix's BlobStore uses BLAKE3 tree hashing to support verified streaming and partial reads of large blobs without embedding chunking topology into identifiers.
General Instructions
Defines a persistent AI concierge agent that manages tasks, memory, cronjobs, and Telegram notifications across sessions.
BIOF-309, Spring 2020 Rubric
Defines a grading breakdown for a bioinformatics course: 15% Datacamp career track, 10% mini-project, 75% final project with a detailed rubric.
proj2rubric
Scores a project against a 29-criterion rubric with point values and evidence links for each assessment item.