// Add or modify LLM/integration providers in integration-api with caller factory wiring, unified provider routing, streaming behavior, and metric/audit compatibility.
Add or modify noise-reduction providers in assistant-api with denoiser factory wiring, packet safety, and UI option compatibility.
Add or modify microphone noise-reduction providers in assistant-api with denoiser factory wiring, packet safety, and option/UI compatibility.
Add or modify end-of-speech integrations in assistant-api with strict separation from VAD internals. Use for transcript/audio/history-aware turn-finalization logic, provider wiring, and EOS UI config.
Explain and validate local setup paths for this repo with Docker and without Docker. Use when developers need exact prerequisites, startup commands, health checks, and troubleshooting steps.
Add or modify speech-to-text providers in assistant-api with transport-aware ingestion (WS/SDK/HTTP), transcript packet correctness, and UI/provider wiring.
Build a code-grounded implementation plan before coding. Use to trace packet flow, factory boundaries, provider config loading, and exact file-level change scope for a requested integration.
| name | llm-integration |
| description | Add or modify LLM/integration providers in integration-api with caller factory wiring, unified provider routing, streaming behavior, and metric/audit compatibility. |
Add provider callers that support chat/stream/verify (and optional embedding/reranking) with consistent metrics and unified routing.
If user does not answer:
In scope:
api/integration-api/internal/caller/<provider>/...api/integration-api/internal/caller/caller.goapi/integration-api/internal/type/callers.go when interface compatibility changes are requiredapi/integration-api/api/unified_provider.gopkg/clients/integration/integration_client.go if routing/client behavior needs updatesui/src/providers/<provider>/...Out of scope:
llm.go, verify-credential.go, and optional embedding/reranking files.caller.go factory methods.MetricBuilder semantics (TIME_TAKEN, STATUS, request ID).text-models.json / models.json) as needed.go test ./api/integration-api/internal/caller/...go test ./api/integration-api/api/...go test ./pkg/clients/integration/..../.claude/skills/llm-integration/scripts/validate.sh --check-diff --provider <provider>