Weekly Retrov1.0.0

An individual building AI agents with OpenClaw uses the weekly retro to mine the past 7 days of memory logs for shipped features, recurring bugs, and context-switching friction. The pipeline automatically surfaces wins worth sharing and recommends 2-3 concrete changes for the next sprint, such as reducing time spent on a particular tool or finishing an unfinished integration.

A small product team connects their shared memory directory to the weekly-retro pipeline, generating a strategic summary of what shipped, what stalled, and what patterns are emerging. The report's friction points and unfinished business become the agenda for Monday's planning meeting, replacing time-consuming manual retro preparation.

A freelance consultant runs the weekly retrospective against their notes to understand which client projects consumed disproportionate attention, which tasks repeatedly slipped, and what they should change next week to improve billable efficiency. The auto-detected tags and week score give a quick quantitative pulse on the week's effectiveness.

An individual using an Obsidian-based vault runs the pipeline to turn daily journal entries into a structured weekly review. The script identifies recurring themes, time-of-day work patterns, and unfinished threads, then recommends small habit adjustments for the coming week without requiring any manual analysis.

A research team uses the skill to summarize a week of experiment logs, highlighting which hypotheses were tested, which analyses were completed, and which lines of investigation are still open. The recurring-topic detection helps surface hidden dependencies, while the recommendations guide the next week's research priorities.

The weekly-retro skill remains free and open-source for individual self-hosters, while a paid cloud service handles automated scheduling, secure vault sync, and longitudinal trend dashboards. Revenue comes from subscription tiers for teams that want zero-setup cron integration and historical analytics.

The basic weekly retrospective generator is free with local memory logs, while premium features such as advanced pattern detection, multi-week trend analysis, and PDF export are unlocked via a paid plan. The platform can also integrate with popular note-taking apps like Obsidian and Notion to drive adoption.

The skill is offered as part of a consulting package where experts help teams set up memory logging, customize the retrospective pipeline, and train them to act on weekly insights. Workshops teach effective retro facilitation using the generated reports as a starting point.