Recursive Self-Improvement Pack

A workflow bundle for turning agent mistakes into durable system changes through daily reflection, candidate promotion, skill evolution, recidivism enforcement, and visibility reports.

Workflow bundle exported from SuperAda.ai for ClawHub discovery.

Source

• SuperAda page: https://superada.ai/workflows/recursive-self-improvement-pack/
• Source URL: https://github.com/h-mascot/superada-ai/tree/main/public/install/recursive-self-improvement-pack
• Category: Operations
• Difficulty: Medium
• Status: Live

Install

bash <(curl -fsSL https://superada.ai/install/recursive-self-improvement-pack/install.sh) /path/to/your/openclaw-workspace

What It Does

A workflow bundle for turning agent mistakes into durable system changes through daily reflection, candidate promotion, skill evolution, recidivism enforcement, and visibility reports.

Verification

• OpenClaw workspace with cron support
• Memory files and reflections log
• Human review before production use
• Daily introspection loop runs cleanly
• Recursive promotion path works
• Weekly review summarizes the queue

Safety Notes

• cron
• Daily soul review loop
• Skill evolution review
• This is a workflow, not a single skill. The value comes from the chained loop.
• Review the bundle README, install manifest, and GitHub source path before running anything.
• Review thresholds, memory mutation behavior, and installed docs before enabling any cron.