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telemetry-integration

Add or modify telemetry instrumentation across assistant-api and integration-api while preserving metric schema compatibility and audit behavior.

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rapidaai/voice-ai
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SKILL.md
تعليمات المصدر · معاينة للقراءة فقط
name
telemetry-integration
description
Add or modify telemetry instrumentation across assistant-api and integration-api while preserving metric schema compatibility and audit behavior.
# Telemetry Integration Skill ## Mission Extend observability without breaking existing metric consumers, dashboards, or external audit mappings. ## Inputs expected from user 1. Target surface: assistant-api, integration-api, or both. 2. Metric/event requirements. 3. Privacy/cardinality constraints. If missing: - Keep existing key conventions and use additive metrics. ## Hard boundaries In scope: - `api/integration-api/internal/caller/metrics/metrics_builder.go` - provider-specific caller metrics hooks - `api/integration-api/internal/entity/external_audit.go` - assistant provider event/metric emission for touched path only Out of scope: - unrelated business logic not needed for instrumentation ## Compatibility rules - Do not rename existing keys unless consumers are migrated. - Emit success/failure symmetrically. - Keep sensitive payloads out of metrics. - Emit first-byte/first-token latency once per turn. ## Governed lifecycle - Classify work as Fast, Standard, or Governed using `DEVELOPMENT_PROCESS.md`; use the full gated lifecycle only for Governed work. - This skill operates only in its assigned phase and path ownership; it may not approve its own plan or code review. - Governed implementation starts only from a coordinator-attested approved plan; Fast and Standard work follows its lighter documented lifecycle. - Return changed-file and verification evidence to the coordinator, then route the complete verified diff to the read-only `code-reviewer`. ## Validation commands - `go test ./api/integration-api/internal/caller/metrics/...` - `go test ./api/integration-api/internal/caller/<provider>/...` - `go test ./api/assistant-api/internal/transformer/<provider>/...` - `rg -n "TIME_TAKEN|STATUS|stt_latency_ms|tts_latency_ms" api` - `./skills/telemetry-integration/scripts/validate.sh --check-diff --provider <provider>` ## References - `references/checklist.md` - `references/telemetry-checklist.md` - `examples/sample.md`
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