Working memory (Memory module's first real code):
- MemoryEntry (schema "memory", vector(384), InitialMemory migration); TeamMemory implements
the SharedKernel ITeamMemory seam (embed-and-store on write, cosine recall on read);
GET /api/memory/search. HashingTextEmbedder promoted to SharedKernel (pure, deterministic;
swapped for ONNX/BYOK embedders later behind ITextEmbedder).
- Written on approval: Governance's approve stores an Approval/Correction entry per decision.
- Read at assembly: the executor recalls the team's top-3 relevant entries; the prompt gains
a "# Team memory" section (treated as data, not instructions).
The single V1 event trigger:
- IAgentDispatcher (SharedKernel) implemented by Assembler's AgentRunDispatcher (shared by
the API and triggers). OrgBoard's QaHandoffTrigger: a task hitting done creates a QA task
(provenance parent, assigned to the QA agent) and dispatches a run for the team's QA AI
seat. Guardrails: Test/Review tasks never re-trigger (no self-cascade) and a task hands
off at most once. Audited as handoff.triggered.
Analytics — the V1 verdict view:
- IBoardStats (SharedKernel) implemented by OrgBoard; GET /api/governance/analytics returns
approval rate, avg edit distance, per-agent metrics + edit-distance trend, tasks done.
- UI: /analytics — stat cards, per-agent table, recharts edit-distance trend per agent.
Verified: build green; ArchitectureTests 8/8; IntegrationTests 42/42 incl. the M6 acceptance
end to end — a dev marks a story done → Quill wakes via the handoff (QA task with provenance,
assigned to the agent) → drafts a test plan that waits in review → approve records the second
agent's edit distance → analytics show approval rate 100%, avg edit distance > 0, and trends
for BOTH Aria and Quill; memory written on Aria's corrected approval is recalled into her next
prompt; the guardrails hold. Client build green.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
soroush.asadi