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.
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.
What happened
The poster says writing the weekly report went from about two hours to about ten minutes, and later reports manual correction time dropping from 30 to 5 minutes with under 2% of data missed.
Keep in mind
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 sets of time figures do not match.
Try it with your agent
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.
Replace the <angle brackets> with your own details.