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ZZX-Labs

ZZX-Labs

Private Technology Research & Development Laboratory

Version: 1.0.0
License: MIT
Author: [0xdeadbeef]
Organization: ZZX-Labs R&D
Languages: Python 3.11 + | C | C++ | Go | R | Perl | HTML | CSS | JavaScript | PHP

License: MIT Python 3.11+ Open Source Bitcoin Only Server Framework


Areas of Knowledge

Python C C++ Go Bash R Perl Ruby Rust Lua MariaDB JavaScript CSS3 HTML5 PHP nginx TensorFlow Linux Debian Raspberry Pi

Core Focus: Bitcoin Engineering · Cybersecurity · AI & ML · Embedded Systems · Open-Source Intelligence · Network Defense · Cryptography · Nginx Server Architecture · Linux Systems


Overview

ZZX-Labs R&D is a private research and development laboratory dedicated to the creation of software, hardware, artificial intelligence, and cybersecurity technologies founded upon Bitcoin-native infrastructure and open-source engineering ethics.

The laboratory’s work spans computational intelligence, network defense, cryptographic architecture, and decentralized systems—each initiative grounded in the philosophy that sovereign computation and open access to knowledge are indispensable to a free civilization.


Mission

To research, design, and deploy independent, censorship-resistant technologies that reinforce digital autonomy, privacy, and resilience.
ZZX-Labs R&D approaches every system as both an engineering and philosophical endeavor: rigorous in mathematics, disciplined in execution, and ethical in intent.

Core Domains

  • Cybersecurity and Cyber Defense
  • Hardware and Firmware Design
  • Artificial Intelligence and Machine Learning
  • Open-Source Intelligence (OSINT) Systems
  • Bitcoin Financial Engineering
  • Privacy Infrastructure and Applied Cryptography
  • Creative Technology, Audio Research, and Visual Systems

Software Projects

Each repository under ZZX-Labs R&D is a research vector in pursuit of verifiable, Bitcoin-aligned autonomy.

Project Description Language Version
4⁴ Guided respiration timer (US Navy SEAL 4-4-4-4 box breathing) with visual/haptic cues. Python / PyQt5 TBD
4DV Temporal-visual modeling for 4D simulations; overlay/layering for “4D Video.” Python / PyQt5 TBD
AIPDABE NLP/GPT assistant for Bitcoin blockchain data exploration; policy-aware, reproducible analyses. Python / Flask 0.2.0-alpha
AlexBerossusGPT Research assistant model variants; prompt libraries and supervised workflows. Python TBD
Archive Tagger Media metatagging for audio & video; filename cleanup + standardized metadata. Python TBD
Astral Clock Solar/lunar ephemeris clock—sunrise/sunset, blue/golden hour, seasonal phases. Python / PyQt5 TBD
AudioLab Modular audio lab: resample, normalize, stem split, tag, batch convert, analyze—local-first. Python / FFmpeg TBD
Audio Tagger Audio fingerprinting & metatagging for large libraries; integrates with GardenHarvester. Python TBD
AudioSieve PyQt5 workstation to scan, tag, classify, denoise libraries; FFmpeg/Mutagen/VLC/DSP integration. Python / PyQt5 0.1.0-alpha
beef's Diceware Wordlists Signed 7,776-word Diceware lists for secure offline passphrases. Text / Python tools TBD
beef's RNGs RNG suite in Bash, C/C++, Python with test vectors, bias checks, entropy audits. Bash / C / C++ / Python TBD
Berossus Corpus-building and retrieval pipelines for domain-specific LLMs; indexing, embeddings, evals. Python TBD
BerossusVoiceAI Voice TTS/STT stack: diarization, alignment, multi-voice synthesis with prompt control. Python TBD
BHOPAL Calc Cannabinoid content calculator GUI for potency, ratios, dosing. Python / PyQt5 TBD
BitAge Measurement & visualization of Bitcoin block-time intervals; Esplora & Core RPC backends. Python / PyQt5 TBD
bitavg Global Bitcoin weighted-fair-value calculator. Python 0.1.0-alpha
BitBurn Effective-value estimator for BTC given lost/inaccessible coin ranges. Python TBD
BitFig Bitcoin Core/Knots configuration designer; generate/validate/deploy bitcoin.conf. Python / Web TBD
BitRNG Bitcoin data–based entropy seed source feeding multiple RNGs. Python TBD
BitTrackIt Operational tracker for BTC/LN tasks, wallets, batch jobs with signed audit events. Python TBD
Bit-Clock Bitcoin time & block-height clock—halving countdowns, epoch stats, subsidy/emission viz. Python / JS TBD
Bit-Monitor Lightweight Bitcoin/LN monitor: node health, mempool, fee bands, uptime alerts. Python TBD
Bit-Tracker Address/UTXO/transaction tracker with labeling, notes, exportable audit trails. Python TBD
Bitcoin-Mined Real-time Bitcoin circulation tracker & emission estimator (on-chain data). Python / PyQt5 TBD
Bit-Tick Global BTC ticker with quarter-second weighted updates. Flask / JS / CSS 0.2.0-alpha
Bitcoin-Tully Core/Knots wallet-finding & forensic backup tools (Windows 10, cmder). Bash / Python TBD
BitContract Smart-contract templates (timelocks, multisig, DLCs) with generators and tests. Python TBD
BitEscrow Multisig escrow flows with arbitration, milestone releases, and dispute evidence packs. Python TBD
BitLegal Legal-contracts platform linking plain-language terms to enforceable on-chain actions. Python / Web TBD
BitContractor Contract authoring studio combining legal and on-chain clauses; signing + versioning. Python / PyQt5 / Web TBD
BitBetting Provably-fair BTC betting primitives with on-chain proofs and LN settlement. Python TBD
BitCasino BTC-native casino engine with provable fairness, bankroll risk controls, plugin games. Python / Web TBD
BitGaming BTC-first game mechanics, provable odds, payout rails for indie titles. Python / JS TBD
BitJack Bitcoin blackjack with LN buy-in, provably-fair dealing, low-latency rounds. Python / Web TBD
BitBroker Programmable BTC order-router & market microstructure research toolkit. Python TBD
BlackBat Trading algorithms (BATS/ATSP) for long-term BTC accumulation with risk controls. Python TBD
BlackBook Secure research notebook with encrypted sources, citations, OSINT collections. Python / PyQt5 TBD
BlekRAT Private remote-administration toolkit for lab orchestration and testbeds (internal). Python TBD
CalSched Calendar & scheduler with alert desktop GUI; CLI runnable. Python / Tkinter TBD
Cannadex Cannabis strain viewer & marketplace data index; CLI/GUI/headless modes. Python TBD
Cannapedia Wiki-like site for genetics, terpenes, cultivation notes, verified lab results. Python / Static TBD
CDRC Court DocRec Collector—bulk downloader/indexer for court docs with normalized metadata. Python TBD
CEES-Chirp Secure dual-channel data via cricket chirp acoustics; 4096 species as entropy symbols. Python / DSP TBD
Character Generator Promptable character builder; JSON bios and art hooks. Python TBD
Character RNG Advanced character/portrait system with Stable Diffusion integration. Python TBD
CourtListener-AC Fetch, catalog, tag CourtListener oral-argument audio with transcripts. Python TBD
Cryptainer Encrypted Bitcoin vaults with GPG identity, timelocks, policy manifests, auditable IO; animated GKS. Python / PyQt5 0.2.0-alpha
CyberChefKit Unified, offline CyberChef suite for airgapped/embedded workflows; optional local server. Multi-lang TBD
CyberChefC CyberChef core reimplemented in C for embedded/airgapped toolchains. C TBD
CyberChefCPP C++ port of CyberChef primitives with CLI/library interfaces. C++ TBD
CyberChefPY Python module + CLI for CyberChef-like transforms. Python TBD
CyberChefGO Selected CyberChef ops in Go for servers/single-binary tooling. Go TBD
CyberChefRUST High-performance CyberChef primitives as a Rust crate with WASM targets. Rust TBD
CyberChefJS Web/Node port; modular builds, worker pipelines, offline bundles. JS / TS TBD
CyberChefJAVA Java/JVM library suitable for Android/server apps. Java TBD
CyberChefR R bindings focused on data-cleaning pipelines. R TBD
CyberChefPERL Perl implementation for legacy pipelines and rapid text processing. Perl TBD
CyberChefRUBY Ruby gem with selected ops for scripting/Rails utilities. Ruby TBD
CyberChefLUA Lua port for embedded interpreters and Nginx/OpenResty scripting. Lua TBD
CyberChefHTML Static HTML bundles for totally offline workflows. HTML TBD
CyberChefCSS CSS themes/skins and layout kits for CyberChefKit frontends. CSS TBD
CyberChefBASH Bash wrappers around compiled ops for headless/airgapped hosts. Bash TBD
Dab Timer Precision quartz-cycle timer for concentrate vaporization; cooldown profiles, LED cues, thermal presets. Python / MCU TBD
Delta Dharma Theory Lab Computational inquiry into contemplative timing, breath, attention—protocols and instruments. Python TBD
Dhama Meditation/mindfulness app blending soundscapes, mantras, visual synchrony. Python / PyQt5 TBD
Discord Downgrader Shrink audio under 10 MB for Discord via iterative FFmpeg steps. Python / FFmpeg TBD
Expanded Diceware Volumes Themed/locale-aware wordlist volumes and methods for stronger Diceware. Text / Python tools TBD
FreedomGretzkyCEX Centralized-exchange research clone environment (CA) (internal). Python / Web TBD
FreedomGretzkyDEX Decentralized-exchange research clone environment (CA) (internal). Python / Web TBD
FreedomKobraCEX Centralized-exchange research clone environment (US) (internal). Python / Web TBD
FreedomKobraDEX Decentralized-exchange research clone environment (US) (internal). Python / Web TBD
FullNode-Scraper Scan/geolocate public Bitcoin nodes; 6-hour snapshots; Tor/clearnet split; JSON outputs. Bash / Python TBD
GardenHarvester Radio stream ripper; split continuous audio into MP3 tracks on metadata changes. Python / FFmpeg TBD
Geisha's Blackbook Private cataloging app for vetted studio records, releases, credits, assets. Python / PyQt5 TBD
GeoAdd Geo-addressing with increasing precision, reversible shortcodes, OSM overlays. Python TBD
GP: (GPT PDA) SFW & NSFW assistant variants across text/image/GIF/video/audio/TTS/STT. Python / Web TBD
GP-AI SFW suite/platform of GP tools, datasets, models. Python TBD
GP-Gallery-AI SFW gallery platform for GP assistants; user-generated feeds. Python / Web TBD
CyberGeisha-AI (Adult-NSFW) NSFW AI PDA across text, image, GIF, video, audio, TTS & STT. Python / Web TBD
GeishaGallery-AI (Adult-NSFW) NSFW AI generated-content galleries by vetted users. Python / Web TBD
GridHub Grid of live web thumbnails; zoom, fullscreen, dashboard presets. Python / PyQt5 TBD
Hasher Recursive file lister/hasher with logging; forensic-friendly exports. Python TBD
HashPig Attribute BTC mining hashrate by nation via public node IPs; two-part CLI. Bash / Python TBD
I-Ching BTC price loss over time—missed-opportunity calculator for purchasing-power drift. Python TBD
ImaGhee Image converter/rescaler GUI with batch presets, EXIF handling, lossless modes. Python / PyQt5 TBD
ISAN Decentralized P2P audio streaming/relay; resilient, signed, self-hostable. Python / Flask / P2P TBD
ISRN Decentralized P2P radio streaming/relay; 24/7 internet radio with metadata-synced playlists. Python / Flask / P2P TBD
ISVN Decentralized P2P video streaming/relay; live channels, playlists, scheduling. Python / Flask / P2P TBD
ISTV Decentralized P2P TV broadcasting; full-time internet TV via M3U playlists. Python / Flask / P2P TBD
Kermit's Trident Training/discipline system for cyber tradecraft; drills, RT/BT sims, assessments, cert paths. Python / Docs TBD
KeyKey Generate random seeds → SHA3-256 → Base64 → Base58 (RIPEMD-160) via CyberChef; save derived keys. Python TBD
Lexiphor PyQt5 code formatter for C/C++/JS/Python/HTML/CSS/JSON/Go/Perl/Lua/R/Ruby/Rust/Java. Python / PyQt5 TBD
Lunar Clock High-precision lunar phase/age clock; eclipses, standstills, nodal cycles. Python / PyQt5 TBD
Magneta Secure data sanitization: ATA/NVMe secure erase + crypto overwrites; verifiable reports. Python / Bash TBD
MalIPLib Malicious IP intel library & enrichment CLI; ASN/geo/whois tagging and scoring. Python TBD
MantraBox TTS mantra synth + looper with tempo control, layering, session exports. Python TBD
MarVIS Marine video identification (vision + audio); robust to low-light/turbidity. Python / TensorFlow TBD
MarVIS-RNGvG Randomized next-gen video generator for marine datasets; augmentation & synthetic clips. Python TBD
memeantix Campaign-capable meme engine: templates, A/B variants, scheduling, telemetry. Python / Web TBD
memeantix — CWG “Chimps with Guns” campaign art packs, prompts, distribution tooling. Python / Assets TBD
memeantix — PEG “Platypus Egg Gourmettes” visual themes and narrative kits. Python / Assets TBD
memeantix — FSO FSO campaign assets and automation presets. Python / Assets TBD
memeantix — SDO SDO scenario pack with controlled release scheduling. Python / Assets TBD
MempoolSpecs Variant of mempool.space “goggles”—fee tiers, tx age, propagation visualizations. JS / WebGL TBD
MetaTagDB Open metadata framework for auto-tagging, categorizing, fingerprinting, analyzing video. Python / SQL / JSON 0.3.0-alpha
Mnemonic Generator Generate 12/16/24/32-word phrases or 1–8 word passphrases; entropy checks; printable cards. Python TBD
mu3u M3U playlist builder/editor/viewer with tags, validation, stream testing. Python TBD
NaturaVA Nature video archiver—ingest, de-dup, tag, search large collections. Python TBD
OTTO Operator Tools & Task Orchestrator—script runner, scheduling, ops dashboards. Python TBD
Parallel Explorer AI-assisted file forensics/search; parallel scans with schema-aware queries. Python TBD
PortraitGen Promptable portrait generation with style-locks and provenance tags. Python TBD
PRONER Private research organizer—notes, links, citations, exportable reading lists. Python / PyQt5 TBD
PRONER-OS Hardened desktop environment profile for research ops; sandboxed tooling. Linux profiles TBD
ProtoTag Prototype video tagger to design MetaTagDB schemas, rules, UX. Python / PyQt5 TBD
Pay-to-Toll Protocol (PTTP) Bitcoin-native tolling protocol primitives for metered/time-bound access. Python TBD
PyOS Open-source OS in Python targeting app-install layers on major platforms. Python TBD
RGBRNG Color-based RNG/palette explorer using live pixel differentials or gradients. Python / PyQt5 TBD
Safai Karta Video filename filtering, cleaning, normalization, sanitization. Python TBD
SD-GUI Stable Diffusion GUI—model management, queueing, presets, gallery exports. Python / PyQt5 TBD
Shairi Badalna Rules-based video renamer/sorter for library hygiene; prepares for metatagging. Python TBD
Shaka-Kahn CUDA-accelerated keysearch/bruteforce research suite with modular kernels (internal). C++ / CUDA / Python TBD
Simonizer Voice FX transformer—live/recorded pipelines tuned to Simon-like formants. Python TBD
SOIVA Schmidt Ocean Institute Video Archiver—bulk ingest, cut-point detection, tagging. Python TBD
Speciedex Species taxonomy engine with AI classification & BTC/LN incentives; excludes humans. Python / Flask TBD
SpeciedexCore Full/light-node backend for Speciedex; inference kernel & data services. Python TBD
SpeciedexExplorer Real-time chain explorer for taxonomy, traits, habitats, lineage, extinction logs. JS / Python TBD
SpeciedexNet Federated P2P knowledge network; signed/versioned contributions; encrypted field comms. Python / P2P TBD
StegoMicrodot High-density microdot/halftone steganography toolkit with printer calibration. Python TBD
Stephenizer Voice FX transformer—textual prosody + formant filters for electrolarynx synthesis. Python TBD
STOA Savings Timelock-Out Accounts—policy templates, scripts, audit views. Python TBD
SubCircus EDM DJ live-streaming platform with scheduling, chat, VOD clipping, BTC microtransactions. Python / Web / FFmpeg TBD
SynthLavaRNG Lavarand-inspired offline entropy harvester (SHA3-256 + HMAC-DRBG); optional BitRNG blend. Python / OpenCV TBD
TerVIS Terrestrial Video Identification: TensorFlow vision+audio; species recognition & pattern detection. Python / TensorFlow TBD
TerVIS-RNGvG Randomized next-gen video generator for terrestrial datasets; augmentation pipelines. Python TBD
T4NP (The 4 Noble Pillars) Jurisdiction-encoded source-protection for PRC/RUS/DPRK/IRN; thwarts exfiltration/automated reuse. Python / Build tools TBD
RedPanda T4NP module (PRC): native-illegal index schemes to resist parsing/reuse in China. Python TBD
AmurTiger T4NP module (Russia): protection tuned to Russian legal/linguistic constraints. Python TBD
ManchurianTiger T4NP module (DPRK): native-illegal indexing & codepath obfuscation rules. Python TBD
PersianLeopard T4NP module (Iran): encoding/lexical fences & build-chain tripwires. Python TBD
Termux ZZX Suite Termux-oriented suite of ZZX tools, wrappers, Android deploy scripts. Bash / Python TBD
URLScraper (Firefox Add-on) Backup all open tabs/URLs to TXT/CSV/JSON/SQL; filters, de-dup, tagging. JS / WebExtension TBD
VideoSort Modular video filename sanitizer/organizer/formatter for large archives. Python TBD
VidGhee Video→GIF + image/meme extraction GUI; trimming, thumbnails, batch modes. Python / PyQt5 / FFmpeg TBD
Vikram Local file exploration, search, viewing with VR controls & interfaces. Python / PyQt5 TBD
Vishal Tranquility/relaxation GUI via audiovisual sessions. Python / PyQt5 TBD
Vishnu Audio visualizations designed to pair with VLC visualizers. Python / PyQt5 TBD
VLC AlarmClock Schedule VLC to open playlists at predefined times with optional fade-in. Python TBD
VLC Ticker Display currently-playing media tags/info from VLC via PyQt5 GUI. Python / PyQt5 TBD
Voise Real-time voice changer/vocoder with STT↔TTS routing, FX chains, HQ exports. Python / PyQt5 TBD
WikiSpecies-Core Core schemas/loaders for offline species KB (WikiSpecies ↔ Speciedex sync). Python TBD
WireFeed RSS news/update feed GUI with dedupe, keyword filters, overlay modes. Python / PyQt5 TBD
Woise White-noise generator & soundscape lab with filters, LFOs, MIDI control, preset packs. Python / PyQt5 0.1.0-alpha
XConStats Monitor Xbox controller battery/charge/status with time-remaining estimates. Python / PyQt5 TBD
YTRP yt-dlp/ffmpeg/mutagen suite: MP3 320 kbps, best-quality video, playlists/channels, cookies, archive, logging. Python / FFmpeg TBD
ZIRA Zero-trust Intel Recon AI Agent—adaptive, multi-domain assistant (internal). Python / Flask 0.3.0-alpha
ZZX 0GP Variant of GPG/PGP using Base32 & Base58 encodings; profiles and batch ops. Python / GnuPG TBD
ZZX BBC LoRa mesh communicator (E2EE) in BlackBerry-like form: text/email/A/V/file transfer over Wi-Fi/Mesh/LoRa/GSM/5G. Python / Embedded TBD
ZZX-Core Server GUI Host/Controller for portable backend stacks and services orchestration. Python / PyQt5 TBD
ZZX-DES Directory Explorer System—hierarchical browser with previews, tagging, bulk ops. Python / PyQt5 TBD
ZZX NoBitEx CEX Centralized-exchange research clone for Bitcoin-only transactions (internal). Python / Web TBD
ZZX NoBitEx DEX Decentralized-exchange research clone for Bitcoin-only transactions (internal). Python / Web TBD
ZZXMSP Open, high-entropy mnemonic standard (BIP39 alternative); alphabetical index. Spec / Python tools TBD
ZZX-SBS Site Builder System—generate unified project/portfolio/docs/downloads/papers pages from one manifest. Python TBD
VLC_BOX Stand-alone open-source hardware media player. C++ / Python / Raspberry Pi 0.1.0-alpha

Web Projects (Scaffold)

Project Description Stack Status
TBD Add items as they graduate from prototypes HTML/CSS/JS/Flask/nginx TBD

Hardware Projects (Scaffold)

Project Description Platform Status
VLC_BOX Stand-alone open-source hardware media player Raspberry Pi / C++ / Python 0.1.0-alpha
TBD Additional SBC/embedded builds Raspberry Pi / ESP32 / M5Stack TBD

Firmware (Scaffold)

Project Target Language Status
TBD MCUs / custom SBCs C / C++ / MicroPython TBD

Bitcoin (Scaffold)

Project Description Language Status
bitavg Weighted-fair-value calculator Python 0.1.0-alpha
Bit-Tick Global BTC ticker (250ms weighted updates) Flask / JS / CSS 0.2.0-alpha
BitAge / BitFig / BitRNG / etc. See Software Projects Various Mixed
TBD Additional LN/Bitcoin Core integrations Python / C++ TBD

AI / ML (Scaffold)

Project Description Framework Status
AIPDABE / ZIRA / Berossus / AudioSieve See Software Projects PyTorch / TF Mixed
TBD Model distillation / evals / security PyTorch / ONNX TBD

OSINT (Scaffold)

Project Description Language Status
BlackBook / CDRC / CourtListener-AC Encrypted notes, court record tooling Python Mixed
TBD Feeds, enrichment, link analysis Python TBD

Cyber Investigation (Scaffold)

Project Description Language Status
Parallel Explorer / Hasher File forensics & hashing Python Mixed
TBD Attribution, chain analytics Python / SQL TBD

Cyber Security & Cyber Warfare (Scaffold)

Project Description Language Status
T4NP Suite (RedPanda, AmurTiger, ManchurianTiger, PersianLeopard) Jurisdiction-encoded source-protection Python / Build tools TBD
Magneta / MalIPLib / BlekRAT Data sanitization, IP intel, internal RAT Python / Bash Mixed
TBD Blue/Red/Purple team simulators Python / C / C++ TBD

Technology Stack

  • Backend: Flask · Gunicorn · nginx · Docker
  • Frontend: HTML5 · CSS3 · Vanilla JavaScript
  • Databases: SQLite · MariaDB · PostgreSQL
  • AI / ML: PyTorch · Transformers · BERT · Mozilla DeepSpeech · Mozilla TTS
  • Security: GPG · AES / RSA · SHA3-256 · Custom Bech32 Encoding · Bitcoin Core RPC
  • Hardware: Raspberry Pi · Arduino · ESP32 · M5Stack · Custom SBCs
  • Networking: OpenVPN (ProtonVPN) · Tor · Proxychains · Zero-Trust Routing
  • Payments: Bitcoin / Lightning Network via BTCPay Server

Research & Documentation

White papers, technical notes, and internal manuals are released under MIT or Creative Commons licenses through the laboratory’s open-source channels.

Repository: /docs
Website: https://zzx-labs.io


Philosophy

“The most reliable way to predict the future is to invent it.”

ZZX-Labs R&D maintains that technology must serve liberty.
Our methodology unites theoretical rigor with field utility, producing architectures resilient to coercion, surveillance, and obsolescence.


Contributing

Participation is open to developers, researchers, and engineers who share ZZX-Labs R&D’s commitment to open-source ethics and Bitcoin-only development.

Contributors must:

  • Follow the MIT License.
  • Uphold verifiable, security-focused practices.
  • Transact exclusively in Bitcoin for sponsorships or bounties.

Pull requests are reviewed for structural integrity, code clarity, and cryptographic soundness.


License

All repositories and derivative works under ZZX-Labs R&D are governed by the MIT License.
See LICENSE for details.


Support

Bitcoin Address: 3Qqeu8p8TC38g5eUp9SL8Ke71WGqE2AyrH
Website: https://zzx-labs.io
Email: [email protected]


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