Summary
This is the monitoring and debugging counterpart to agent development. It queries Salesforce Data Cloud's Session Trace Data Model to pull real production conversation logs, then lets you reproduce issues locally with `sf agent preview` and fix them by editing the .agent file directly. The workflow is observe, reproduce, improve. If your org doesn't have STDM enabled, it falls back to running test suites and analyzing local traces instead. The skill resolves agent names against the org metadata, handles the double-nesting bug in `sf project retrieve`, and walks you through the three-phase loop. Use this when production agents are misbehaving and you need actual session data to figure out why, not when you're writing new agents from scratch.
Install to Claude Code
npx -y skills add forcedotcom/sf-skills --skill observing-agentforce --agent claude-codeInstalls into .claude/skills of the current project.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Files
SKILL.md
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Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →First SeenJun 3, 2026
