Systems & Applications

Software built around the research and the writing: evaluation pipelines, local-first tools for manuscript work, agentic simulation engines, and one paid client system. Most repositories are public on GitHub.

Ingenuity Readiness Evaluator

A commissioned agentic RAG pipeline that scores major organizations against a leadership framework, producing reports of roughly 110 individually cited findings per company with verbatim-quote discipline at every score.

Python • Flask • React • Claude API • Agentic RAG • Headless Chrome PDF

Claude CoWrite

A local-first creative writing IDE with line-by-line LLM editing, word-level diffing, and headless Claude CLI integration. No cloud upload, no API key UI.

React 18 • Vite • TypeScript • Node.js • Express • Claude Code CLI

ClaudeMind

A self-maintaining personal memory system: vector and graph indexes over an Obsidian vault, kept current by autonomous Claude Code loops, gated by audience-scoped privacy profiles, and measured by its own evaluation harnesses. Portable release on GitHub.

TypeScript • FastEmbed (ONNX) • SQLite + sqlite-vec • MCP • Claude Code • Obsidian

Civ-AI: A Socio-Historical Agent Simulation

A socio-political strategy simulation that fuses deterministic game logic with persistent agentic LLMs, state-aware image generation, and a recursive history compression engine.

Python • Flask • Gemini API • Imagen4 • Nano Banana2 • Async

Mimesis MCP

An offline, local-first MCP server that drafts in a target author's voice, and an evaluation loop built to find out whether it actually works. Hybrid retrieval and stylometric profiling, plus rhetorical-shape detectors built after blind testing showed the surface checks were not enough.

Python • SQLite FTS5 • FastEmbed (ONNX) • FastMCP • PowerShell • FastAPI

AuthorsWorkshop

A local-first creative writing and manuscript editing application built around Gemini AI. Style analysis, character work, RAG editing, and multimedia generation from a single interface.

Flask • SQLite • Vite • Vanilla JS • Gemini API • Imagen3

Sonic Vector

A system-wide audio-mastering dashboard that binds Windows Equalizer APO to real-time Spotify playback, interpolating parametric curves over semantic audio centroids.

Python • Flask • SQLite • Equalizer APO • Scikit-Learn • Spotify API

Tarot Weaver

A multi-stage pipeline that ingests a literary text, derives Tarot archetypes, extracts a rigid visual style guide from a reference image, and batch-generates a full custom 78-card deck.

React 19 • TypeScript • Gemini 2.5 Pro • Gemini 2.5 Flash • Imagen 4

LocalDungeon: Generative Narrative Engine

A local AI roleplay engine that generates the world, characters, narrative, and imagery on the fly using local LLMs and Stable Diffusion.

Python • Flask • Qwen 2.5 14B • ComfyUI • Stable Diffusion

EqualizerAI

A Spotify-replacement application offering sub-4-second expert audio EQ profiling using a Step-0 relevance-weighting LLM routing architecture.

Python • FastAPI • Spotify Web API • Gemini Flash Lite

Neptune Rewrite

An automated novel-rewriting pipeline that expands any input text into dark fantasy prose under strict word-count and sensory constraints.

Python • ThreadPoolExecutor • Gemini 3 Flash Preview

DealFinder

A scraper-and-ranker for Facebook Marketplace and eBay that uses parallel Selenium drivers and a Gemini-powered ranking engine to compute a Deal Score against recent market sold prices.

Python • Selenium • SQLite • concurrent.futures • Gemini API