Found in live LiveKit Cloud voice calls:
- Recalling in on_user_turn_completed changed the turn context, so
LiveKit discarded its preemptive generation on every turn with memory.
SupermemoryAgent now recalls only in llm_node, and uses the turn hook
only for realtime models, which skip llm_node.
- A turn with no memory recalled twice (hook, then llm_node), and tool
follow-ups recalled again. Each user message is now recalled once;
retries and follow-ups share the result.
- A preloaded profile made llm_node skip recall for the rest of the
call. Fresh recall now replaces the earlier injection.
- remember used the default dynamic dreaming, so an explicit fact took
about 18 minutes to become recallable. It now uses instant (~40s).
The call transcript mode is configurable via capture_dreaming.
- recall_timeout defaults to 2s; profile calls measured 0.5-1.4s.
- Require livekit-agents>=1.3.6: AgentServer (used in the quick start)
arrived in 1.3.1, and 1.3.1-1.3.5 no longer import with current
opentelemetry-sdk.
## Summary
- Refresh canonical tool descriptions in `tools-shared.ts`
- Align OpenAI and AI SDK tool bindings with 7-tool surface
- Export `TOOL_DESCRIPTIONS` / `PARAMETER_DESCRIPTIONS` from package index
Stacked on #1431
## Test plan
- [ ] `bun run test:unit` in `packages/tools`
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