What problem does it solve?
Prevents agent stagnation by enforcing a repeatable process that turns ad-hoc learnings into concrete rules, automations, product work, and measurable progress across website, products, capabilities, revenue, and autonomy.
Core Features & Use Cases
- Daily Level-Up Protocol: Pick one axis each session, execute a real improvement, and log it to the Level-Up Tracker so progress is guaranteed every day.
- Weekly /improve Consolidation: Harvest LEARNINGS.md across skills and products, graduate recurring patterns into SKILL.md rules, promote durable facts to soul/MEMORY.md, and produce a Notion kaizen-style consolidation report.
- Product Factory & Revenue Experiments: Maintain a pipeline of micro-products and active revenue experiments; propose new experiments and shipping targets weekly.
- Site Improvement Queue & Failure Guards: Never let the site go 7 days without an improvement and fail loudly if core automation or logging conditions break.
- Use Case: Run a weekly consolidation to synthesize a week's learning entries, graduate three recurring patterns into rules, queue a product improvement, and publish the improvement report.
Quick Start
Run the /improve consolidation to synthesize learnings, promote repeated patterns into SKILL.md or soul/MEMORY.md, and write the weekly improvement report.
