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Agents in the Wild

An agent builds their weekly sales report: about 4-5 hours back a week

An OpenClaw skill pulls the data from Salesforce and assembles the report: charts, deal summaries, MEDDPICC updates. It still needs small tweaks, and it already pays.

Done withOpenClawSpotted· by HN user jnaina· Oct 17, 2026
Time saved
4-5 hours a week
Result
Charts, deal summaries and MEDDPICC updates
“some small tweaking required to be 100% production ready, but already saved about 4-5 hours of my weekly time spend on this.”
From the source: Hacker News · 2026-03-23

Spotted: found in the wild. Details are as reported by the source above and have not been independently verified.

What they did

They run a locally hosted LLM through OpenClaw and built a skill that exports data from Salesforce (sfdc) to put together their weekly sales report, including charts, a summary of deals, and MEDDPICC updates. They also built a batch of other OpenClaw skills for things like credit card spend tracking, utility anomaly monitoring, and home server maintenance.

How it went

The sales report skill needs some small tweaking to be fully production ready, but it has already saved about 4-5 hours of their weekly time.

Try it yourself with OpenClaw
Build a skill for your agent that connects to your CRM, pulls the week's deal data, and assembles it into your standard sales report format, including charts, a deal summary and your sales methodology's updates. Run it on a schedule so the report is ready before your weekly sales review or pipeline meeting each week.

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