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langfuse - Use Langfuse for LLM observability and evaluation

Supports LLM tracing, prompt management, evaluation, dataset handling, cost and performance monitoring, and provenance-aware workflow execution with Langfuse.

Tags

Updated: 2026-10-06

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Trace LLM applications
  • Manage prompt versions
  • Evaluate LLM outputs
  • Manage evaluation datasets
  • Track application costs
  • Monitor performance metrics
  • Test prompt variants
  • Preserve source provenance

Inputs

  • User task scope
  • Copied upstream files
  • Repository context
  • Provenance metadata
  • Langfuse account
  • LLM API keys

Outputs

  • LLM traces
  • Prompt versions
  • Evaluation results
  • Evaluation datasets
  • Cost metrics
  • Performance metrics
  • Provenance records
  • Review summaries

Requirements

  • Langfuse account
  • LLM API keys
  • Python or TypeScript/JavaScript
  • Infrastructure for self-hosting

Source

  • Spec: SKILL.md
langfuse
llm observability
tracing
prompt management
evaluation
datasets
monitoring
Trace LLM applications
Manage prompt versions
Evaluate LLM outputs
Manage evaluation datasets
User task scope
Copied upstream files
Repository context
LLM traces
Prompt versions
Evaluation results