Summary
When your Agentforce agent misbehaves in production, this skill helps you figure out why. It queries session trace data from Data Cloud's STDM layer, finds patterns in failures or regressions, then lets you reproduce the exact conversation in preview mode and edit the agent file to fix it. The workflow is observe, reproduce, improve. If your org doesn't have STDM enabled yet, it falls back to running test suites and analyzing local traces instead. One nice detail: it handles the annoying double-nested path bug that sf project retrieve creates and auto-resolves agent names between MasterLabel and DeveloperName formats. Aimed at the moment when someone reports "the agent stopped working" and you need to dig into what actually happened.
Install to Claude Code
npx -y skills add salesforceairesearch/agentforce-adlc --skill observing-agentforce --agent claude-codeInstalls into .claude/skills of the current project.
Plug Mailtrap into your AI workflow and let it handle the email.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
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Integrate web data into your AI product. One API to scrape website & brand data.
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Files
SKILL.md
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Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →First SeenJun 3, 2026
