sf-ai-agentforce-observability

Installation
SKILL.md

sf-ai-agentforce-observability: Agentforce Session Tracing Extraction & Analysis

Use this skill when the user needs trace-based observability, not just testing: extract Session Tracing Data Model (STDM) records, work with Parquet datasets, reconstruct session timelines, analyze topic/action latency, or debug agent behavior from Data 360 telemetry.

When This Skill Owns the Task

Use sf-ai-agentforce-observability when the work involves:

  • Data 360 / Session Tracing extraction
  • .parquet files from Agentforce telemetry
  • session timeline reconstruction
  • trace-driven debugging of topic routing, action failures, or latency
  • Polars / PyArrow-based analysis of large telemetry datasets

Delegate elsewhere when the user is:


Related skills
Installs
31
GitHub Stars
409
First Seen
Jan 28, 2026