Open Arsenal Civic Tech Specifications

These specifications form a comprehensive portfolio of open-source technology frameworks created to accelerate the development of secure, transparent, and interoperable software across virtually every major industry. Covering artificial intelligence, civic infrastructure, healthcare, finance, cybersecurity, environmental intelligence, enterprise systems, scientific research, and digital governance, each specification is designed with modular architecture, privacy-first principles, and self-hosted deployment in mind. While every project can operate independently, they are also designed to work together as part of a larger ecosystem that reduces vendor lock-in and encourages long-term innovation through open standards.

Organizations are welcome to implement these specifications under their respective open-source licenses, fostering collaboration and community-driven development. For businesses seeking attribution-free commercial deployment, a Specification Branding License is available through negotiation. Licensing fees are determined based on the size, scope, and intended use of the deployment, providing a flexible pathway for enterprises that require branded or white-label implementations while supporting the continued expansion of the Open Arsenal specification library.

Civic Tech Specs:

• Civic Technology - Open Arsenal
  https://roxanneardary.com/civic-tech/
  Open source civic technology projects created by Roxanne Ardary focused on transparent, collaborative, and reusable infrastructure for government, emergencies, public data, and civic accountability.

• Adaptive Render Graph
  https://roxanneardary.com/adaptive-render-graph/
  A modular, graph-native visual intelligence system that transforms design systems and media assets into adaptive, interconnected structures for indexing, optimization, and cross-platform rendering.

• Aligned Markets Module Specification
  https://roxanneardary.com/alignedmarkets/
  An open-source transparent equity market infrastructure project focused on verifiable trading, shareholder alignment, and accountable market mechanics.

• ArcaneBuild Module Specification
  https://roxanneardary.com/arcanebuild/
  High-performance visual application builder with AI-assisted design and modular architecture. AGPLv3

• Atlas Urban Intelligence Module Specification
  https://roxanneardary.com/atlas-urban-intelligence/
  A modular, privacy-preserving smart city AI system that converts distributed edge data into real-time, event-based urban intelligence for safer and more efficient city operations.

• Authensia
  https://roxanneardary.com/authensia/
  An open-source systemic file storage platform focused on immutable verification, end-to-end encryption, and preserving digital ownership through trusted authorship records.

• AxiomCase Module Specification
  https://roxanneardary.com/axiomcase/
  A modular, state-aware consumer dispute intelligence system that structures complaints, maps them to U.S. consumer protection laws, and generates actionable resolution pathways.

• BlockadeAI Module Specification
  https://roxanneardary.com/blockadeai/
  AI defense system protecting websites from DoS/DDoS attacks with predictive mitigation. AGPLv3

• BreakSignal
  https://roxanneardary.com/breaksignal/
  An open-source AI audit framework that exposes inconsistency at scale by measuring truthfulness, transparency, and response stability across AI systems.

• BridgeBuddy Module Specification
  https://roxanneardary.com/bridgebuddy/
  A secure, AI-guided platform that helps senior citizens navigate government services through simple, step-by-step assistance with accessibility-first design.

• BuildOracle Module Specification
  https://roxanneardary.com/buildoracle/
  An open-source AI-powered zoning and environmental simulation platform that evaluates building projects for compliance, impact, and sustainability before approval.

• BurpAlert Module Specification
  https://roxanneardary.com/burpalert/
  AI platform for volcano monitoring, tracking seismic activity, gas emissions, eruptions, and subtle volcanic sounds. AGPLv3

• CareerOS-X Module Specification
  https://roxanneardary.com/careeros-x/
  A modular, open-source AI engine that replicates and expands LinkedIn Premium features — without subscriptions — giving users full ownership of their professional data in a privacy-first, federated architecture.

• Carenex Module Specification
  https://roxanneardary.com/carenex/
  HIPAA-compliant AI platform helping users find optimal health insurance plans with predictive claims analysis. AGPLv3

• ChameleonAI Module Specification
  https://roxanneardary.com/chameleonai/
  An open-source, hardware-agnostic AI inference optimization engine that dynamically improves performance across any chip through adaptive, self-learning optimization and cross-platform execution. AGPLv3

• CharityLens Module Specification
  https://roxanneardary.com/charitylens/
  An AI-powered, AGPL-3.0+ digital PR and charitable campaign system designed to help plan, validate, promote, and optimize fundraising efforts with transparency, compliance, and measurable impact.

• CivicLayer
  https://roxanneardary.com/civiclayer/
  An open-source civic transparency system for generating, analyzing, and auditing district maps using population data, verified residency metrics, and fairness-based evaluation tools.

• CivicTrust Module Specification
  https://roxanneardary.com/civictrust/
  A privacy-first, open-source accountability layer that ensures autonomous agents have verifiable identities, human-anchored stewardship, traceable actions, and enforceable rules.

• ClearSignal
  https://roxanneardary.com/clearsignal/
  Maps telecom companies, infrastructure, ownership hierarchies, and coverage worldwide with transparent, verifiable data. AGPLv3

• CodexAtlas Module Specification
  https://roxanneardary.com/codexatlas/
  Hybrid AI connecting global legal systems to build a knowledge graph with predictive reasoning and public summaries. AGPLv3

• CommonsProtocol
  https://roxanneardary.com/commonsprotocol/
  An open-source civic transparency platform that provides a federated, auditable public ledger for campaign finance, government spending, and civic accountability systems.

• ConstitutionTrace Module Specification
  https://roxanneardary.com/constitutiontrace/
  ConstitutionTrace is an open-source, AI-assisted civic transparency platform that transforms verified court records and citizen testimony into structured, searchable data for analyzing judicial decisions, constitutional issues, and court outcomes.

• CureLens Module Specification
  https://roxanneardary.com/curelens/
  An open-source platform that analyzes clinical trial data to compare placebo and treatment outcomes, flag anomalies, and uncover patterns in medical efficacy and natural response.

• CurrenSee
  https://roxanneardary.com/currensee/
  An open-source platform that reveals the corporate ownership and complete supply chain behind all U.S. energy sources. AGPLv3

• DecisionAI Module Specification
  https://roxanneardary.com/decisionai/
  An open-source AI financial intelligence platform that simplifies investment disclosures, explains shareholder voting, and delivers forecasting and regulatory-aware insights to support informed financial decisions. AGPLv3

• Demographica Module Specification
  https://roxanneardary.com/demographica/
  An open-source civic data platform that transforms government demographic datasets into interactive, searchable insights across locations worldwide.

• Distributed Manufacturing Infrastructure Module Specification
  https://roxanneardary.com/distributed-manufacturing-infrastructure/
  Distributed Manufacturing Infrastructure is an open-source specification for transforming traditional manufacturing plants into shared, rentable industrial facilities where independent engineers, inventors, startups, and manufacturers can access machinery, robotics, production space, engineering resources, and manufacturing services. Its modular architecture combines AI-assisted facility conversion, advanced scheduling, pricing, finance, manufacturing, quality, safety, intellectual property, equipment marketplaces, shipping, and distributed manufacturing networks.

• Earthmesh Module Specification
  https://roxanneardary.com/earthmesh/
  Environmental intelligence platform monitoring air, water, soil, noise, and flood conditions in real-time with predictive analytics. AGPLv3

• EquaWorld Module Specification
  https://roxanneardary.com/equaworld/
  EquaWorld is an open-source AI-powered lifecycle cost analysis and allocation system that calculates production, maintenance, repair, and replacement costs and transparently distributes them among users based on geography, population, usage, and defined profit margins.

• EternaSphere Module Specification
  https://roxanneardary.com/eternasphere/
  An open-source AI system designed to model global economic, environmental, and social systems to support equitable resource distribution, sustainability, and long-term planetary resilience. AGPLv3

• FlexiPrice Module Specification
  https://roxanneardary.com/flexiprice/
  An open-source, modular dynamic pricing platform that provides real-time market intelligence, automated pricing recommendations, competitive pricing strategies, and customizable industry-specific modules for intelligent pricing across real estate, retail, services, and other markets.

• Fundamenta Module Specification
  https://roxanneardary.com/fundamenta/
  An open-source, AI-driven government budgeting platform that enables transparent, accountable, and intelligent public financial management.

• GameCommons Module Specification
  https://roxanneardary.com/gamecommons/
  GameCommons is an open-source, federated multiplayer gaming platform that enables communities to create, host, and connect community-owned game worlds through a modular server ecosystem. It provides shared infrastructure for federation, matchmaking, chat, analytics, funding, rewards, and extensible game modules while allowing independent communities to maintain control of their servers.

• GovGraph
  https://roxanneardary.com/govgraph/
  An open graph of public systems that connects social media activity, campaign finance disclosures, and public institutional data into a unified, transparent analysis framework.

• GuardianEcho Module Specification
  https://roxanneardary.com/guardianecho/
  An open-source, encrypted, identity-verified whistleblower reporting platform that enables families to safely submit and track reports of institutional threats while preserving strict privacy and anonymity protections.

• HabitaSense Module Specification
  https://roxanneardary.com/habitasense/
  An open-source AI-powered platform that delivers transparent, data-driven analysis of rental and home ownership markets. AGPLv3

• IdeaSphere Module Specification
  https://roxanneardary.com/ideasphere/
  An open-source AI-powered platform that maps the evolution of scientific ideas, publications, patents, and breakthroughs, visualizing the global tree of human knowledge with full attribution to contributors.

• Immutable Module Specification
  https://roxanneardary.com/immutable/
  An open-source, encrypted life tracking and identity record system designed to securely preserve, verify, and unify citizen records across legal, governmental, and historical systems. AGPLv3

• InfraOpen Module Specification
  https://roxanneardary.com/infraopen/
  Open-source platform providing state-by-state electricity and internet provider profiles, compliance, and sustainability metrics. AGPLv3

• IntelliTunnel Module Specification
  https://roxanneardary.com/intellitunnel/
  An adaptive multi-path networking system that continuously finds the fastest and most reliable connection using parallel routing, predictive optimization, and instant failover.

• IntentGraph Module Specification
  https://roxanneardary.com/intentgraph/
  An open-source AI-powered privacy intelligence system that detects cookies and trackers, maps their data-sharing relationships, and explains their intent in real time.

• Internal Credit Module Specification
  https://roxanneardary.com/internal-credit/
  An AI-powered modular financial platform that enables users to borrow against their own savings while continuing to earn returns on deposited capital.

• Kova Module Specification
  https://roxanneardary.com/kova/
  Guardrails for the AI era; a modular AI governance framework that enforces policy-driven control over AI, web access, and system-level actions across consumer and enterprise environments.

• LeaseTrack Module Specification
  https://roxanneardary.com/leasetrack/
  An open source AI platform that analyzes U.S. rental markets to identify affordability gaps, ownership patterns, and landlord compliance issues. AGPLv3

• LittleCode Module Specification
  https://roxanneardary.com/littlecode/
  AI design canvas converting natural language prompts into production-ready front-end code. AGPLv3

• Loadly Module Specification
  https://roxanneardary.com/loadly/
  An open, modular freight marketplace specification that standardizes secure, transparent, and interoperable connections between shippers and verified independent carriers through bidding, tracking, compliance, and payment systems.

• LodgingMap
  https://roxanneardary.com/lodgingmap/
  An open-source civic data platform that maps extended-stay hotels across the United States and connects them to public records, ownership structures, and financing data.

• MachinaCore
  https://roxanneardary.com/machinacore/
  An open-source autonomous engineering intelligence system that builds, improves, and evolves software over time.

• MediscopeLedger
  https://roxanneardary.com/mediscopeledger/
  An open-source platform delivering compliance, pricing transparency, and performance insights for medical products, providers, and procedures.

• MolecularAI
  https://roxanneardary.com/molecularai/
  An open-source modular platform for molecular intelligence, gene therapy research, nanotechnology, digital twins, autonomous scientific discovery, and advanced molecular design.

• NeuraTrust
  https://roxanneardary.com/neuratrust/
  An open-source, human-accountable AI platform focused on transparent governance, provable safety, and auditable intelligence systems.

• NeuroGrid Module Sepcification
  https://roxanneardary.com/neurogrid/
  A modular, open-source autonomous intelligence protocol for coordinating multi-agent AI swarms with verifiable execution, structured collaboration, and specification-driven integrity.

• Nimbus Module Specification
  https://roxanneardary.com/nimbus/
  An open-source global weather app providing hyperlocal forecasts, real-time updates, and verifiable data. AGPLv3

• Open Arsenal Codeberg
  https://roxanneardary.com/open-arsenal-codeberg/
  An ambitious open-source collection of modular project concepts, tools, and applications focused on decentralization, privacy, AI, finance, governance, and interconnected systems.

• OpenBirth Platform
  https://roxanneardary.com/openbirth-platform/
  OpenBirth Platform is an open source demographic intelligence system designed to collect, validate, analyze, and visualize birth statistics across countries, states, provinces, municipalities, cities, towns, and communities worldwide. Built with a modular architecture, it provides transparent data infrastructure for researchers, governments, and organizations studying population trends through open demographic data.

• OpenCareerForecast Module Specification
  https://gitlab.com/Roxanne_Ardary/opencareerforecast
  An AGPL 3.0+ open-source career intelligence platform that helps users discover the true cost of their career path through education ROI analysis, cost-of-living comparisons, debt modeling, and future workforce forecasting.

• OpenEnergyOS Module Specification
  https://roxanneardary.com/openenergyos/
  A specification-driven, modular energy transition platform for simulating, optimizing, and executing large-scale shifts away from oil dependency using physics-based, economic, and regulatory modeling.

• Open Intelligence Stack Specification
  https://roxanneardary.com/open-intelligence-stack/
  Open Intelligence Stack (OIS) is a modular AI governance specification that structures multi-agent systems into specialized, human-supervised modules with built-in legal analysis, evidence scoring, and full provenance tracking. It ensures every decision is transparent, auditable, and compliant by design, with accountability enforced across all layers of the system.

• OpenRange Module Specification
  https://roxanneardary.com/openrange/
  An open source civic intelligence platform that maps real-world affordability across every town and city in America and connects it to jobs, income, and opportunity through explainable AI.

• OpenSkill Registry Module Specification
  https://roxanneardary.com/openskill-registry/
  A privacy-first, AI-powered open-source platform that connects verified individuals with real-world skills to local, short-term, and flexible work opportunities.

• OperatorFirst Module Specification
  https://roxanneardary.com/operatorfirst/
  An open-source, self-hosted observability platform with distributed probes, cryptographic verification, and consensus-based monitoring for operator-owned infrastructure. AGPLv3

• OrePulse Module Specification
  https://roxanneardary.com/orepulse/
  Tracks magnetic minerals in the U.S. with geospatial data, corporate intelligence, and predictive analytics. AGPLv3

• OriginType Module Specification
  https://gitlab.com/Roxanne_Ardary/origintype
  An open-source AI handwriting tutor that teaches print, cursive, signature development, and typography through adaptive lessons, printable worksheets, and intelligent handwriting analysis.

• ParcelPlanner Module Specification
  https://roxanneardary.com/parcelplanner/
  An open-source property intelligence platform that helps users determine what can legally be built, modified, or developed on a parcel of land using official zoning laws and government regulations.

• PhilanthroMetrics
  https://roxanneardary.com/philanthrometrics/
  An open-source platform that analyzes nonprofit financial disclosures and public communications to measure charitable impact with transparent, reproducible metrics. AGPLv3

• Phonic Module Specification
  https://roxanneardary.com/phonic/
  An open-source AI-powered call interception system that detects and blocks robocalls, transcribes voicemails, and intelligently manages all incoming and outgoing phone communications. AGPLv3

• PlotLedger
  https://roxanneardary.com/plotledger/
  The Future of Parcel Intelligence, an open-source AI platform that unifies large land parcel data, zoning laws, permits, and ownership records into a single national intelligence system.

• PressFixAI Module Specification
  https://roxanneardary.com/pressfixai/
  An open-source WordPress optimization engine that analyzes site performance, SEO, and Search Console issues to provide explainable, human-approved fix recommendations.

• ProductionMind Module Specification
  https://roxanneardary.com/productionmind/ An open-source, graph-native manufacturing intelligence platform that connects every machine, process, and decision through modular systems, predictive analytics, digital twins, and AI-driven industrial optimization.

• Prudentia Module Specification
  https://roxanneardary.com/prudentia/
  An open source Enterprise Strategic Intelligence Platform that helps organizations make explainable, long-term decisions by modeling consequences, risks, and business resilience before action is taken.

• PulseCheck
  https://roxanneardary.com/pulsecheck/
  A dynamic code intelligence platform that monitors runtime behavior to detect TODOs, anti-distillation tricks, and security or safety issues using AI-driven analysis. AGPLv3

• RAISE Modular Specification
  https://roxanneardary.com/raise/
  AI early warning system predicting hazards and delivering actionable alerts for floods, storms, wildfires, disease outbreaks, and more. AGPLv3

• Rally Copilot Module Specification
  https://roxanneardary.com/rally-copilot/
  A modular, rules-based Rally course design and optimization platform that combines federation-aware rule systems, spatial validation, and AI-assisted tools to help design, validate, and refine competition-ready Rally courses.

• Resource Atlas Module Specification
  https://roxanneardary.com/resource-atlas/
  An open-source intelligence platform that helps nations and communities identify resources, reduce dependencies, close workforce and infrastructure gaps, and generate 36-month revitalization roadmaps focused on resilience, self-sufficiency, and local prosperity.

• RetailHub Module Specification
  https://roxanneardary.com/retailhub/
  A modular AI-powered Commerce Operating System that connects customers with products through intelligent search, recommendations, automation, and retail intelligence.

• RevealAI Module Specification
  https://roxanneardary.com/revealai/
  An open-source platform that uses AI to analyze and explain how algorithms shape what you see online, making hidden ranking and recommendation systems transparent and understandable.

• Road Systems Watch Specification
  https://roxanneardary.com/road-systems-watch/
  An open-source civic infrastructure platform that maps, tracks, and explains road construction activity, funding flows, and contractor involvement across jurisdictions as a living record of public infrastructure.

• Sapient Eval Module Specification
  https://roxanneardary.com/sapient-eval/
  An open-source, AGPL-3.0+ compliant benchmarking framework for empirically evaluating synthetic intelligence systems across accuracy, speed, efficiency, and reasoning performance.

• ScriptFlow
  https://roxanneardary.com/scriptflow/
  ScriptFlow is an open-source, multi-agent AI screenplay specification that transforms diaries, journals, and personal experiences into cinematic stories through a modular content drill-down architecture. Powered by The Storytelling Swarm, it uses specialized AI agents to analyze characters, emotions, timelines, themes, and events to create feature films, television scripts, documentaries, and other narrative formats.

• SecureCivic Module Specification
  https://roxanneardary.com/securecivic/
  A citizen-built, open source identity verification system designed for SSA adoption that enables privacy-first, real-time verification and fraud protection without reliance on private data brokers. AGPLv3

• Shoebox+ Module Specification
  https://roxanneardary.com/shoebox/
  AI platform maximizing Health Savings Account benefits with tracking, IRS compliance, and investment recommendations. AGPLv3

• Solvia AI Module Specification
  https://roxanneardary.com/solviaai/
  An open-source AI platform for simulating, designing, and optimizing safe, zero-waste, disaster-resilient fusion reactor systems through collaborative global development. AGPLv3

• Solvra Module Specification
  https://roxanneardary.com/solvra/
  A transparent engine for controlled amortization that models loans using a capped-interest system and evenly distributed payments across the full term.

• StatuteMind Module Specification
  https://roxanneardary.com/statuemind/
  AI module ensuring LLM responses comply with laws and provide risk scoring and legal guidance. AGPLv3

• SwapCell
  https://roxanneardary.com/swapcell/
  A modular, open-source smartphone platform with AI-driven system management and capability-based device connectivity. AGPLv3

• Syntara Module Specification
  https://roxanneardary.com/syntara/
  A Vendor Independence Operating System that models enterprise infrastructure, detects vendor lock-in, and generates safe, reversible migration pathways toward infrastructure autonomy.

• TokenCycle 2.0 Module Specification
  https://roxanneardary.com/tokencycle/
  An open-source circular infrastructure platform that transforms urban waste systems into integrated networks for recycling, composting, energy recovery, and tokenized community rewards.

• TransitMemory Module Specification
  https://roxanneardary.com/transitmemory/
  TransitMemory is an open source specification for custom transportation systems with intelligent routing, ETA and traffic intelligence, route optimization, driver knowledge, daily stop management, and institutional transportation memory. Its modular architecture allows organizations to build customized communication and operational modules while extending the Core with optional plugins for real-time tracking, GPS, mapping, traffic, weather, fleet management, and AI-powered transportation analysis.

• TrueOwnerOS Module Specification
  https://roxanneardary.com/trueowneros/
  An open-source AI-powered infrastructure transparency platform that maps mission-critical corporate properties and reveals the true ownership structures behind them.

• Umbrix Module Specification
  https://roxanneardary.com/umbrix/
  Open-source VPN with multi-node chaining, AI-assisted privacy, and post-quantum-ready cryptography. AGPLv3

• Universal Appliance Standard Module Specification
  https://roxanneardary.com/universal-appliance-standard/
  The Universal Appliance Standard (UAS) is an open-source framework for designing modular, customizable, energy-efficient appliances using virtual-first CAD, standardized engineering, advanced materials, and reproducible testing. It enables appliances to be locally manufactured, AI-assisted in sourcing and assembly, repaired, upgraded, and continuously improved through a shared open-source ecosystem.

• World Expedition Module Specification
  https://roxanneardary.com/world-expedition/
  World Expedition is an open source higher education specification that uses AI to connect students' academic and career goals with real-world destinations, historical perspectives, professional experiences, and emerging opportunities. Its modular architecture transforms travel and exploration into structured experiential learning through AI-assisted journey planning, firsthand observation, reflection, assessment, and career development.

• Zentis Module Specification
  https://roxanneardary.com/zentis/
  Infrastructure for interpretive governance, separating platform policy analysis from probabilistic legal risk modeling with transparent, explainable outputs.

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Specification Branding License (SBL)

Buy the Basket: https://roxanneardary.com/civic-tech/

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License & Notice Requirements

Open Arsenal Civic Tech specifications are released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+). By contributing to any Open Arsenal project, you agree that your contributions will also be released under this license.

Please note the following:

• All contributions must comply with the AGPL-3.0+ terms.
• Under Section 7 of the license, all redistributions, forks, and derivative works must preserve attribution to:
  Roxanne Ardary and roxanneardary.com.
• Open Arsenal Civic Tech specifications are free to use with attribution. A Specification Branding License can be negotiated upon request.
• The project's notice.md file tracks attribution requirements and contributor acknowledgments.
  Any update that adds new contributors or modifies attribution should also update notice.md.
• When submitting a pull request, ensure that any new files maintain the attribution headers where applicable.
• Network-deployed versions of this software must also remain fully AGPL-3.0+ compliant, including exposure of source code modifications when applicable under the license.

For full legal details, please refer to the AGPL-3.0+ license and the project's notice.md file.

Open Arsenal Hub
https://github.com/openarsenalspecs