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>
The trust centerpiece: /reviews lists held agent actions for the scopes the caller may
approve. Each card shows the agent badge, action kind + risk (destructive flagged red),
an EDITABLE proposed artifact and child-task list (edits feed the edit-distance metric),
an expandable reasoning trace (pretty-printed), and Approve / Send back. Toasts surface
the recorded edit distance. New shadcn-style Textarea; nav gains "Review inbox".
Verified: npm run build green (TS strict, 1893 modules).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
A "AI seats" page (shadcn, on the design language): manage BYOK model connections (add +
test; the key is write-only), create seats on a team, and configure an agent per seat — name,
the color-graded autonomy dial (draft slate / gated indigo / auto teal), a model connection,
skill toggles from the registry, and docs. Navigable AppShell sidebar (Board / AI seats).
Verified: client `npm run build` clean (1890 modules, tsc + vite).
soroush.asadi