Use cases · Leadership & reporting
Write a manager weekly report from commits, calendar and metrics
A developer in China described an OpenClaw pipeline with a local model that collects Git commits, calendar events and project metrics and writes a structured weekly report in a manager view.
OpenClawAdded Oct 13, 2026
What they did
Shell scripts export the week's Git history, read calendar events from an .ics file and query project metrics from a MySQL table. OpenClaw hands this to a locally hosted model with a report template set to a manager-level view. A validation step and cleanup script were added after early runs.
How it went
The poster says Writing the weekly report became much faster. A later update reports much less manual correction and very little missed data.
Good to know
The model sometimes invented meetings that never happened and miscounted commits, so a validation step is needed. The post mixes personal results with tutorial steps, and its two accounts of the time saved do not match.
A prompt to try
Every Friday at <time>, collect this week's commits from <your repositories>, my events from <calendar file or account>, and the numbers from <your metrics source>. Write a one-page weekly report for my manager: what shipped, progress against <project goals>, blockers and next week's plan. Only mention meetings that appear in the calendar data, and list any numbers you could not confirm.
Source
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