Frequently Asked Questions

Think of it as a governance layer for AI agents — the rules, memory, skills, and workflows that keep them focused, reliable, and self-improving.

At its core it is a meta-cognitive operating system: Laws prevent drift, Skills define what agents can do, Roles assign responsibilities, and Flows orchestrate multi-step work — all enforced persistently across every session.

On top of that governance layer sits a full platform: a hosted AI workforce, scheduled autonomous tasks, smart memory, web crawling, mail, and more — all running under the same set of laws.

Smart Memory gives your agents persistent, structured recall across every session — not just a conversation dump.

• Disk-first storage with bidirectional sync to PocketBase — survives restarts
• SHA-256 deduplication: updates existing memories instead of creating duplicates
• Automatic keyword extraction via rule-based analysis + LLM enrichment
• Semantic + fuzzy search with stemming so agents find relevant context even with different phrasing
• IntentMemory: say "save this memory…" and it routes via MCP directly
• User-scoped vs global context — private memories stay private
• Enrichment traces visible in the UI for full transparency

The workforce is a team of specialised agents, each with a distinct role and set of skills:

Cascades are multi-step automated workflows. You define a sequence of agent actions — research, enrich, document, review — and the system executes them in order, on a schedule or triggered by an event.

Each step is logged, inspectable, and can be paused or retried from the Mission Control dashboard. Failed steps don't kill the whole cascade — agents attempt self-repair before flagging for review.

The framework is the downloadable governance package — Laws, Skills, Roles, Flows, Templates, and GEMINI.md. You drop it into any project and your IDE's AI agent immediately operates under its rules. Free, open, model-agnostic.

The platform is thesovereigntyprotocol.com — a fully hosted environment where we run the AI workforce, memory, scheduler, cascades, Spectre crawler, mail relay, and more on your behalf. No infrastructure to manage.