[Use cases](https://www.automaticcompany.co/use-cases/) · [Leadership & reporting](https://www.automaticcompany.co/use-cases/category/exec/) # 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. [OpenClaw](https://www.automaticcompany.co/use-cases/agent/openclaw/) Added 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 , collect this week's commits from , my events from , and the numbers from . Write a one-page weekly report for my manager: what shipped, progress against , blockers and next week's plan. Only mention meetings that appear in the calendar data, and list any numbers you could not confirm. ## Source [aicoding.csdn.net](https://aicoding.csdn.net/6a323520662f9a54cb807476.html) · published Mar 30, 2026 · checked Oct 13, 2026 ## Want this running for you? The [Digital Agency pack](https://www.automaticcompany.co/packs/digital-agency/) is a bot team we set up and run that does this kind of work. ## More in Leadership & reporting - [ OpenClaw · Leadership & reporting ### Run a weekly review from meeting transcripts and brief before meetings A founder building an open-source product listed what his OpenClaw agent does for him, including leading a weekly review from meeting transcripts and notes, a morning brief, and research docs on people before meetings. - ](https://www.automaticcompany.co/use-cases/openclaw-founder-weekly-review-and-meeting-briefs/) - [ Grok Bot · Leadership & reporting ### Give each board seat its own digital secretary A Thai director who sits on several company and university boards runs separate Grok Bot agents for each organization, plus a morning brief that sorts his inbox and decisions before he wakes. - ](https://www.automaticcompany.co/use-cases/grok-bot-per-board-secretary-agents/) - [ Alibaba QwenWork · Leadership & reporting ### Turn a week of work group chats into a weekly report A Chinese AI blogger exported five days of messages from a product team's WeChat group and gave them to Alibaba QwenWork. It came back with an HTML weekly report showing each day's focus, decisions and who owns what. - ](https://www.automaticcompany.co/use-cases/alibaba-qwenwork-weekly-report-from-group-chat-export/) ## Want this running for your business? We pick the bots, set them up in your account and run them. They do the work while you run the business. [ Hire your team ](https://www.automaticcompany.co/founding-waitlist/)