🐛 Sf Ai Agentforce Observability
This skill extracts and analyzes Agentforce session tracing data from Salesforce Data 360 at scale, enabling debugging with Polars and Parquet storage.
npx playbooks add skill jaganpro/sf-skills --skill sf-ai-agentforce-observability
About Sf Ai Agentforce Observability
This skill extracts and analyzes Agentforce session tracing data from Salesforce Data 360 at scale, enabling debugging with Polars and Parquet storage.
The 22-word prompt provides structured debugging guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Systematically diagnosing production errors and crashes
- Tracing memory leaks and performance bottlenecks
- Debugging async race conditions and concurrency issues
- Root-cause analysis with structured logging
Example Prompts
System Prompt (22 words)
This skill extracts and analyzes Agentforce session tracing data from Salesforce Data 360 at scale, enabling debugging with Polars and Parquet storage.
Frequently Asked Questions
What is Sf Ai Agentforce Observability?
Sf Ai Agentforce Observability is a free debugging skill for AI coding agents. This skill extracts and analyzes Agentforce session tracing data from Salesforce Data 360 at scale, enabling debugging with Polars and Parquet storage.. It provides a specialized system prompt that configures your agent with debugging expertise.
How do I use Sf Ai Agentforce Observability with Claude Code?
Run npx playbooks add skill jaganpro/sf-skills --skill sf-ai-agentforce-observability in your terminal to install Sf Ai Agentforce Observability into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Sf Ai Agentforce Observability?
Sf Ai Agentforce Observability is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Sf Ai Agentforce Observability free to use?
Yes, Sf Ai Agentforce Observability is completely free and open source. The full source is available on GitHub at https://github.com/jaganpro/sf-skills/tree/main/sf-ai-agentforce-observability. You only need a subscription to the AI agent you use it with.
