Adds a "What each mode actually recalls" subsection to the demo README: in OSS
mode the taught workflow is recalled only within the same conversation (the
saved procedure is echoed back into that thread), so a brand-new chat won't know
it — that's expected. Cross-conversation persistence is what the external
Intelligence backend provides. Names the symptom explicitly so reviewers aren't
surprised when a new conversation "doesn't know" the workflow in OSS mode.
scripts/self-learning-smoke.mjs proves the banking demo's recording seam
end-to-end against a running Intelligence backend: posts four teaching
actions through the demo BFF /api/copilotkit/annotate (the platform
requires UUID clientEventIds), optionally runs one sl-worker sweep when
INTELLIGENCE_REPO is set, and asserts the distilled vendor policy reads
back through the platform /mcp knowledge tool. Wired as the
test:self-learning package script and documented in the README.
Verified live: PASS 6/6 against Intelligence @ mme/learn-from-user-activity
(records as rows 13-16, sweep editCount=0 steady-state, recall returns the
pre-cleared vendor policy).
The 'Known gap' section predated the recording fix: the hook exists as
useLearnFromUserActionInCurrentThread and record-user-action.ts is now a
real adapter. Document the /annotate flow and the backend route
requirement (/connector/annotate) instead.
Dashboard, copilot chat panel, and the learning-mode recording vignette
(the violet glow shown while an officer demonstration is being recorded).
PNGs are LFS-tracked per the repo .gitattributes.
Replace the no-op recorder shim with a real adapter over the v2 hook
(renamed from useRecordUserActionInCurrentThread in #4839/#5073): call-site
{title, description, previousData, newData, metadata} maps to the hook's
{title, description, data: {previous, next, metadata}}, with threadId
sourced from the surrounding chat config provider.
Add an optional INTELLIGENCE_USER_ID / INTELLIGENCE_USER_NAME override to
identifyUser for backends that enforce org membership of the asserted user
(e.g. a local Intelligence stack with seeded fixture users); the default
remains the derived northwind-<role> identity. Documented in the README.
Verified end-to-end against Intelligence @ mme/learn-from-user-activity
(PUT /connector/annotate): record -> cpki.sl_annotations -> sl-worker
distill -> /project knowledge file -> recall via /mcp. Recording requires a
backend that exposes /connector/annotate; the OSS default path
(InMemoryAgentRunner, no INTELLIGENCE_* env) is unchanged.
Continues the closed draft #5183 on top of the merged #5180. Adds: v2 Threads as a docked chat side panel + inbox; the self-learning teachable policy-exception gate (symptom-only over-limit gate, justifying-exception unlock, recipe withheld; OSS default, env-gated CopilotKitIntelligence); the Aurora design system; a reusable teach-mode cookbook (examples/showcases/teach-mode/); and a learning-track plan. 53 files, scoped to examples/showcases/{banking,teach-mode}.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Replace v1-era hooks/data references with the actual v2 surface:
useAgentContext / useFrontendTool / useHumanInTheLoop from
@copilotkit/react-core/v2, the Hono runtime route, the seed.json + store
data layer, and the Northwind identity. Drop mentions of removed
SQL/MSA/ServiceNow/RAG features.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Run prettier on ~1,865 files across examples/ to match the monorepo's
formatting standards. These files were imported as-is from standalone
repos that used different prettier configs.
GeneralJerel