Workflow Specifications define standardized architectures for designing, coordinating, and governing AI-driven processes across software development, enterprise operations, and intelligent automation. Rather than focusing on individual AI models, these specifications establish how tasks are planned, delegated, executed, monitored, and audited through structured workflows. They emphasize modularity, interoperability, deterministic execution, human oversight, and comprehensive logging so that complex processes remain transparent, reproducible, and adaptable across different environments.
Together, these specifications provide a foundation for building scalable AI systems that can orchestrate multiple agents, automate business operations, manage organizational knowledge, and streamline software engineering workflows. By combining workflow orchestration, governance, memory management, policy enforcement, and natural language interaction, they enable organizations to replace fragmented automation tools with cohesive, extensible platforms that can evolve alongside changing operational and technological requirements.
All specifications are released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+) and may be freely used, modified, and distributed with the required attribution provisions outlined in Section 7 of the license. Organizations seeking attribution-free commercial deployment may obtain a Specification Branding License (SBL), with licensing terms and pricing based on the specification category, deployment scope, usage scale, and the size of the network or organization utilizing the specification.
The Open Arsenal specifications are designed as foundations, not disposable products. They define reusable architectures that can be implemented, extended, combined, modified, and adapted to changing technologies and real-world requirements. Modular design allows individual capabilities to evolve without forcing an entire system to be replaced, while vendor-neutral architecture helps preserve independence and interoperability.
Long-term infrastructure requires long-term thinking. Open-source licensing encourages examination, reuse, modification, and collaboration, while perpetual commercial licensing can provide organizations with lasting rights to deploy a specification without making foundational infrastructure dependent on recurring licensing renewals. The objective is to create technological foundations that can remain useful as companies, technologies, platforms, and business models change.
CivicOS AI
https://roxanneardary.com/civicos-ai/
An AI operating system specification providing multi-agent orchestration, workflow graphs, branching execution, memory, governance, interoperability, federated execution, and human-in-the-loop decision making for complex AI systems.
LatticeOS
https://roxanneardary.com/latticeos/
A governed multi-agent operating system specification that enables AI agents to execute tasks within deterministic workflows while enforcing human approval, policy controls, audit logging, memory management, and secure execution.
MindLedger
https://roxanneardary.com/mindledger/
An AI-powered business operating system specification featuring the CipherAI assistant to automate CRM, payroll, billing, compliance, scheduling, inventory, reporting, and business operations through natural language workflows and intelligent process automation.
Ralph Workflow
https://roxanneardary.com/ralph-workflow/
An unattended AI agent orchestration specification for software development that coordinates developer and reviewer agents through structured execution phases, semantic code search, planning, iterative refinement, automated testing, and commit workflows.
Workflow Certification
https://roxanneardary.com/workflow-certification/
Workflow Certification is an open specification for validating AI agent workflows by ensuring they include essential components for security, governance, transparency, reliability, and maintainability. It provides a modular certification framework for evaluating workflow architecture, agent capabilities, human oversight, testing, observability, and lifecycle management.
A Specification Branding License can be purchased for the basket of Workflow Specs
Purchasing a Specification Basket grants the purchaser a perpetual license for attribution-free use of every existing specification included within that category, as well as any additional specifications subsequently added to the category.
Workflow Specifications Basket Pricing:
| Network Size | # of Users | One-Time Price | Duration |
| Small | 1 – 20 | Custom Quote | Perpetual License |
| Medium | 21- 1000 | Custom Quote | Perpetual License |
| Large | 1001 + | Custom Quote | Custom Quote |
