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Dicklesworthstone/README.md

Jeffrey Emanuel

Jeffrey Emanuel

New York · Builder & engineer · Former long/short equity analyst

Rust TypeScript Python Go Next.js React Three.js Claude Bash SQLite

Building the tooling that lets dozens of AI agents ship complex projects in days.

Stars: 30,250+ Repos: 188 Contributions: 223,357 Followers: 3,100+ X: 44.8K

Website Prompts Flywheel Brenner FrankenTUI Skills MCPMail FrankenSQLite ASupersync Discord

Multi-Agent Coordination · Agentic Coding · Rust CLI Tools · LLM Applications · Terminal UI · FrankenSuite

Flywheel · FrankenSuite · Building Now · Open Source · Nvidia Thesis · Writing · Products · Philosophy · Connect

GitHub Stats Top Languages

Note

223,357 contributions in the past year, powered by 55 AI coding agent subscription accounts (~$12.5K/month) and the Flywheel tooling below. The vast majority landed since January 2026, when the ecosystem hit critical mass.


The Agentic Coding Flywheel

A self-reinforcing ecosystem of 14 tools for multi-agent software development. Agents coordinate via mail, track work via beads, search past sessions, guard against destructive mistakes, and orchestrate across tmux panes. Each tool amplifies the others. Started October 2025; shipping cadence accelerates with every addition. Join the Flywheel Hub Discord (~1,002 members). Read the comprehensive guide or the beginner-friendly version.

The Agentic Coding Flywheel — 14 interconnected tools for multi-agent development

Tool Stars Lang Purpose
MCP Agent Mail Stars Python Gmail for coding agents: messaging, file leases, audit trails
DCG Stars Rust SIMD-accelerated guard that blocks rm -rf and git reset --hard
Beads Viewer Stars Go PageRank-powered task prioritization in a keyboard-driven TUI
Flywheel Setup Stars Bash Zero to fully-configured agentic VPS in 30 minutes
Beads Rust Stars Rust Local-first, non-invasive issue tracker for git repos
CASS Stars Rust Unified search across 22 AI coding tool histories
CASS Memory Stars TypeScript Three-layer cognitive memory: episodic, working, procedural
UBS Stars Bash 1,000+ pattern-based bug scanner, runs before every commit
NTM Stars Go Multi-agent tmux orchestration with animated dashboards
Meta Skill Stars Rust Skill management platform with CASS mining and MCP server
XF Stars Rust Sub-millisecond search over X/Twitter data archives
SLB Stars Go Two-person rule: peer approval before dangerous commands
RU Stars Bash Keep hundreds of Git repos in sync with one command
GIIL Stars Bash Download full-res images from iCloud/Dropbox share links

Quick Install

Tip

Full ecosystem (Ubuntu VPS):

curl -fsSL "https://raw.githubusercontent.com/Dicklesworthstone/agentic_coding_flywheel_setup/main/install.sh" | bash -s -- --yes --mode vibe

Individual Rust tools via Cargo:

cargo install xf  # xf — X/Twitter archive search

Other Flywheel tools (CASS, DCG, Beads Rust) install from source via the Flywheel Setup script or cargo install --git.

Agent Mail in Action

Agent Mail — agents coordinating via threaded messages, file leases, and audit trails


The FrankenSuite

Clean-room Rust reimplementations of foundational software and runtimes. Each targets drop-in compatibility with the original while adding memory safety, concurrency, and in some cases entirely new capabilities.

Project Stars What it reimplements
FrankenOCR Stars Baidu Unlimited-OCR (3B MoE VLM) on CPU in pure Rust. Five-model zoo, custom int8 kernels, no Python.
FrankenSQLite Stars SQLite with MVCC concurrent writers and RaptorQ self-healing. 27-crate workspace.
FrankenTUI Stars 1M+ lines of Rust, 20 crates, 57 widgets. Kernel-level TUI foundation.
FrankenTerm Stars WezTerm fork extended into a swarm-native terminal platform. 77 crates, 57K+ tests.
FrankenMarkdown Stars Markdown to HTML and tagged PDF. Zero-dependency engine: own parser, typesetter, font subsetter, PDF writer.
FrankenSearch Stars Two-tier hybrid search: HNSW ANN + Tantivy full-text + cross-encoder reranking.
FrankenEngine Stars Native Rust runtime for adversarial extension workloads. Deterministic replay, cryptographic receipts.
FrankenNode Stars Trust-native JS/TS runtime on FrankenEngine. Migration autopilot, per-extension trust cards.
FrankenLibC Stars Rust-based libc with LD_PRELOAD safety membrane. Retrofits memory safety onto any C program.
FrankenFS Stars ext4/btrfs in Rust via FUSE. Block-level MVCC + RaptorQ fountain codes for mathematical self-healing.
FrankenRedis Stars Redis reimplementation targeting full protocol parity. Deterministic Latency Replication Core.
FrankenPandas Stars Full pandas API in Rust. Columnar storage, 22 IO formats, 7,900+ tests.
FrankenJAX Stars JAX transform semantics (jit, grad, vmap) with JAXPR-like IR. 162 primitives, full AD, 864 oracle cases.
FrankenTorch Stars PyTorch reimplementation with Deterministic Autograd Contract.
FrankenNumPy Stars NumPy in Rust. 10 crates, 8,100+ tests, bit-exact RNG parity. Unsafe forbidden outside the PyO3 binding layer.
FrankenSciPy Stars SciPy with Condition-Aware Solver Portfolio (CASP).
FrankenMermaid Stars Mermaid diagram engine. 24 diagram types, deterministic layout, WASM-ready.
FrankenWhisper Stars Whisper speech recognition in Rust. No Python dependency.
FrankenNetworkX Stars NetworkX graph library in Rust with Python bindings.
FrankenSim Stars Certified simulation substrate: geometry, numerics, meshing, solvers, optimization. 126 crates, each contract-backed.
FrankenSnowflake Stars The Snowflake driver Rust never had. 14 crates, SQL API direct, no ODBC or JDBC.

What I'm Building Now

Project Lang What it does
Eidetic Engine CLI Rust Durable, local-first, explainable memory for coding agents. A Rust CLI memory substrate built on the franken-stack (Asupersync, FrankenSQLite, Frankensearch, FrankenNetworkX).
Remote Compilation Helper Rust Intercepts cargo/gcc builds from AI coding agents via hooks and transparently routes them to remote worker machines, returning artifacts as if compiled locally
Franken Manim Rust A sovereign, deterministic rewrite of 3b1b's manim in pure Rust — native TeX math typesetting (no LaTeX), an analytic Bézier renderer with the 3b1b look, certified bit-reproducible renders, and source compatibility with existing manimlib scenes. One binary; ffmpeg is the only external tool.
FrankenPandas Rust Memory-safe, clean-room Rust reimplementation of pandas with packetized conformance gates, strict/hardened runtime modes, and RaptorQ-backed artifact durability.
Storage Ballast Helper Rust Cross-platform Rust daemon that prevents disk-full incidents for AI coding workloads using predictive pressure control, safe artifact cleanup, and multi-volume ballast pools.
FastMCP Rust Rust Rust framework for building Model Context Protocol servers with cancel-correct async, zero-copy serialization, and first-class tool/resource/prompt abstractions
FrankenSQLite Rust Independent ground-up Rust reimplementation of SQLite with concurrent writers and information-theoretic durability
Jazz Chord Progression Editor Html TypeScript Create and explore jazz chord progressions, with annotations and sequences, import/export, presets, and more.
FrankenSim Rust Plan-first Rust continuum for certified geometry, physics simulation, optimization, and rendering.
Frankengraphdb Rust A blank-slate, memory-safe, ultra-high-performance property-graph database in Rust — unified MVCC/time-travel/branches/replication over a fountain-coded commit stream, WCO+factorized execution, incremental everything, and deterministic auditable results.
Franken Lean Rust A ground-up, native-Rust reimplementation of the entire Lean 4 toolchain — drop-in at the binary surfaces (.olean, C ABI, LSP, CLI), deterministic under parallelism, declaration-granular incremental, with a ≤12 KLOC dual-engine