pipeline-trace-toolkit

Read, query, and visualize JSONL execution traces from the traqo Python tracer, and add that tracing to Python programs. Covers raw and gzip trace files, zstd content sidecars, nested child traces, token and cost breakdowns for LLM calls, error triage with jq and the Python reader, the bundled web dashboard, conversion of Claude Code session transcripts into traces, and instrumentation via decorators, wrapped LLM clients, manual spans, and Claude Agent SDK hooks. Use when the user asks to inspect, debug, summarize, or chart a run saved as .jsonl or .jsonl.gz, dig into token spend, cache hits, slow steps, or failures, follow child trace files, turn Claude Code sessions into traces, or add tracing to Python code or LLM clients. Not for application logs that are not traqo traces, tracing frameworks in other languages, or changing the traced program's logic.

Version

v1.0.0

Size

19 KB

Updated

2026-10-10

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