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By jaganpro

sf-ai-agentforce-observability

jaganpro1.3k installs

Find what went wrong in Agentforce conversations.

What it does

Extracts Agentforce telemetry and analyzes conversation traces to identify failures, routing problems, and latency issues.

When to use it

Use for telemetry extraction, existing Agentforce Parquet datasets, session reconstruction, or trace-based investigation of routing, failures, and latency.

How to use it

Give it an extraction or trace-analysis request; it gathers the relevant scope and reports findings, likely root causes, and recommended next actions.

Uses

Good to know

  • cannot be undone: Parquet files

Latest review

What you need · 9

Extraction requires access to an org with Data 360, Session Tracing, Einstein / Agentforce capabilities, a sufficient Salesforce Standard Data Model version, and configured JWT / ECA authentication.

Authentication uses the Salesforce CLI to discover the target org's instance URL and username.


Access · 5

This skill

Parquet files

Write

Overwrites existing Parquet output files (irreversible)

Salesforce

Write

Sends Salesforce authentication assertions