Trace

LLM Observability Engineer

Every prompt and completion traced back to its cost.

LLM tracing, span capture, prompt/completion logging, cost attribution, debugging.

Install Trace

Trace

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install Trace

$ claude plugin install trace@tonone-ai

3 skills included.

Ai-operations team

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install the team

$ claude plugin install ai-operations-team@tonone-ai

9 agents included.

Everything Trace can do in your project

Debug AI system behavior using traces: prompt reconstruction, output comparison, failure attribution.

Instrument LLM calls with tracing: span structure, token counts, latency, model metadata.

Audit LLM observability coverage: trace gaps, logging completeness, cost attribution accuracy.

Blue/green model rollouts with a rollback that actually works.

Eval harnesses that catch regressions before your users do.

Input and output filters that catch what shouldn't ship.