M6: working memory + the PO→QA trigger + analytics — V1 complete

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>
This commit is contained in:
soroush.asadi
2026-06-10 12:07:35 +03:30
parent 21cfc35581
commit fe7a5c481e
28 changed files with 1187 additions and 24 deletions
@@ -22,6 +22,7 @@ internal sealed class AgentRunExecutor(
IApiConfigResolver configResolver,
IModelClient modelClient,
IActionGate actionGate,
ITeamMemory teamMemory,
TimeProvider clock,
ILogger<AgentRunExecutor> logger)
{
@@ -39,7 +40,12 @@ internal sealed class AgentRunExecutor(
?? throw new InvalidOperationException("Agent or task not found for the run.");
var skills = await skillCatalog.GetByKeysAsync(context.SkillKeys, cancellationToken);
var assembled = PromptAssembler.Build(context, skills);
// Working memory: recall the team's most relevant decisions/corrections for this task.
var memories = await teamMemory.SearchAsync(
context.TeamId, context.TaskTitle + "\n" + context.TaskDescription, take: 3, cancellationToken);
var assembled = PromptAssembler.Build(context, skills, memories);
run.Start(context.AgentId, assembled.Prompt, assembled.Trace);
await db.SaveChangesAsync(cancellationToken);