Weekly Performance Summary for Leadership
Automatically generate and deliver a human-readable performance summary every Monday morning.
Overview
Every Monday at 9 AM, an AI agent compiles the week's performance data, improvement highlights, and coordination metrics into a readable summary and posts it to the team's communication channel. This ensures leadership sees weekly performance updates without needing to query the system.
How It Works
A weekly cron job pulls data from performance JSONL files, improvement reports, and coordination logs. It generates a markdown summary with sections for agent performance overview, improvement highlights, coordination metrics, and recommended next steps. The summary is posted to the organization's primary channel (Discord/Slack) and archived to the knowledge base.
Tools Used
Outcome
Delivered 8 consecutive Monday summaries with zero missed weeks. Leadership engagement increased — questions about agent performance dropped 60% because the summary proactively answers them. Identified patterns visible only at weekly scale (e.g., Friday performance dips).