Analyze production Agentforce agent behavior using session traces and Data Cloud. TRIGGER when: user queries STDM session data or Data Cloud trace records; investigates production agent failures, regressions, or performance issues; asks about session traces, conversation logs, or agent metrics; wants to reproduce a reported production issue in preview; runs findSessions or trace analysis queries. DO NOT TRIGGER when: user creates, modifies, or debugs .agent files during development (use agentforce-generate); writes or runs test specs (use agentforce-test); uses sf agent preview for local development iteration; deploys or publishes agents.
How to install agentforce-observe?
salesforceairesearch/agentforce-adlc/agentforce-observe
$npx -y skills add salesforceairesearch/agentforce-adlc --skill agentforce-observeInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/salesforceairesearch/agentforce-adlc" --skill "salesforceairesearch/agentforce-adlc/agentforce-observe"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/salesforceairesearch/agentforce-adlc" that are relevant to the current task. Run `npx skills add "https://github.com/salesforceairesearch/agentforce-adlc"` and select the relevant skills, then follow their instructions.
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