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Telemetry Integration | Skills Pool

Skill-Datei

Telemetry Integration

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

rapidaai533 Sterne23.03.2026

Beruf
Kategorien: Laborwerkzeuge

Skill-Inhalt

Telemetry Integration Skill

Mission

Extend observability without breaking existing metric consumers, dashboards, or external audit mappings.

Inputs expected from user

Target surface: assistant-api, integration-api, or both.
Metric/event requirements.
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

Verwandte Skills

Schnellinstallation

Telemetry Integration

npx skills add rapidaai/voice-ai

Skill herunterladen Repository öffnen

Autor: rapidaai
Sterne: 533
Aktualisiert: 23.03.2026
Beruf

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01Telemetry Integration Skill

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.

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

02

Mission

03Inputs expected from user

04Hard boundaries

05Compatibility rules

06Validation commands

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