Jeff Emanuel

The Advanced Cognitive Inoculation Prompt

Bootstraps a fresh Ubuntu VPS into a complete multi-agent AI development environment in 30 minutes: coding agents, session management, safety tools, and coordination infrastructure

Replace Splunk in your small company with this one weird trick!

Agent-first issue tracker (SQLite + JSONL)

Graph-aware TUI for the Beads issue tracker: PageRank, critical path, kanban, dependency DAG visualization, and robot-mode JSON API

Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other

Orchestration framework for running 20+ Claude Code agents in parallel: automated bug fixing, best-practices sweeps, lock-based coordination, and real-time tmux monitoring

Sub-100ms auth switching for AI coding CLIs (Claude Code, Codex, Gemini): swap subscription accounts instantly when you hit usage limits

Unified TUI and CLI to index and search your local coding agent session history across 11+ providers (Codex, Claude, Gemini, Cursor, Aider, etc.)

Cross Agent Session Resumer — resume AI coding sessions across providers (CLI binary: casr)

An AI coding agent hook that blocks destructive commands before they execute

High-performance vector similarity library in Rust with Python bindings: Spearman, Kendall, distance correlation, Jensen-Shannon, Hoeffding's D, and bootstrapped confidence intervals

Pure-Rust, dependency-lean, ultra-fast Markdown -> beautiful all-in-one HTML & tiny optimized PDF (library + single-binary CLI: fmd)

Pure-Rust, CPU-hyper-optimized runner for the Baidu Unlimited-OCR model (single-binary CLI: focr)

Independent ground-up Rust reimplementation of SQLite with concurrent writers and information-theoretic durability

Terminal hypervisor for AI agent swarms: real-time pane capture, state-machine pattern detection, and a JSON API for coordinating fleets of coding agents across WezTerm

Enhances Tesseract OCR output using LLMs (local or API) for error correction, smart chunking, and markdown formatting of scanned PDFs

Asynchronous coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite

Rust MCP server for multi-agent coordination: 34 tools, Git-backed archive, SQLite indexing, advisory file locks, and an interactive TUI console

Renders any URL via headless Chrome, tiles screenshots into OCR slices, and streams structured Markdown + provenance back to AI agents and pipelines

Local-first skill management platform for AI coding agents: dual SQLite+Git persistence, semantic search, bandit-optimized suggestions, and MCP integration

Turn any input document into a sophisticated, context-dependent mindmap that distills the meaning and structure of the document.

Various things I had to figure out recently to make things work better...

Named Tmux Manager: spawn, tile, and coordinate multiple AI coding agents (Claude, Codex, Gemini) across tmux panes with a TUI command palette

Native AI coding agent CLI - Rust port of Pi Agent

Pure-bash CLI for keeping hundreds of GitHub repos in sync: parallel clone/pull, conflict detection, JSON output, and meaningful exit codes for CI

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

Static analysis tool that catches 1000+ bug patterns across all popular programming languages, with auto-wiring into AI coding agent quality guardrails

Async Python client for the Model Context Protocol with interactive CLI and reactive Web UI, connecting AI models to MCP servers via stdio and SSE

Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems

Quickly and securely turn your code projects into LLM prompts, all locally on your own machine!