Resources

Notes from the running system

Four short reads. Each points at a real surface in SaskAI, not a gated PDF.

Agents

What an entity record holds

Identity, role, ring, department, memory scope, capabilities, toolbox, RAG, and the pair scores. That is the unit of work — not a chatbot thread.

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Memory

Vesper memory in one page

Short description at session start. Long description on demand. Priority 0–100. Transcript for audit. Department + agent scope is a hard filter, not a prompt suggestion.

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Routing

Why routing is a score, not a round-robin

Pairs start seeded. Every handoff moves the score. Cap is 99. The next collaborator is the highest-weight eligible agent.

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Ops

Onboarding checklist

Create company → confirm six departments → open the catalog → create one real specialist → start a session → end it and read the transcript.

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