What problem does it solve?
When a signal never reaches the inbox, a signal-report-summary workflow fails, or a sandbox task run times out, engineers need a systematic way to trace the failure across Temporal workflows, object storage logs, Docker containers, and ClickHouse embeddings instead of guessing.
Core Features & Use Cases
- End-to-end pipeline tracing: Documents the full flow from signal emission through buffering, grouping, semantic search, and report summary workflows.
- Temporal workflow inspection: Provides REST API commands to list workflows, inspect history, and examine continued-as-new runs.
- Sandbox and log debugging: Shows how to read agent JSONL logs from object storage and inspect ephemeral Docker sandbox containers before they are removed.
- Common failure playbooks: Covers stale ClickHouse embeddings, agentsh network denials, inactivity timeouts, and lost buffered signals with concrete fixes.
- Use Case: A signal emitted from a Zendesk fixture never produces a report. Use this Skill to check the buffer workflow history, read the sandbox agent log tail for network denials, and verify ClickHouse embeddings were cleaned up.
Quick Start
Ask the assistant to debug why a signal emitted with emit_signals_from_fixture is not reaching the inbox for team 1.