llm-call-tracing
OfficialInstrument LLM API calls with precise tracing.
Authornexus-labs-automation
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Instrument LLM API calls to capture model, latency, tokens, costs, and outcomes.
Core Features & Use Cases
- Structured telemetry: capture model, latency, token counts, cost, and success/failure for every call.
- Framework & SDK integration: works with direct SDKs, LangChain, and multi-agent tool usage to provide end-to-end observability.
- Cost-aware tracing & streaming: supports token-based cost accounting and streaming telemetry when supported by the backend.
Quick Start
Instrument a single LLM API call to capture model, latency, tokens, costs, and outcome.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: llm-call-tracing Download link: https://github.com/nexus-labs-automation/agent-observability/archive/main.zip#llm-call-tracing Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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