Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Recursive self-improvement engine. Think from first principles, let insights emerge.
Recursive self-improvement engine. Think from first principles, let insights emerge.
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Philosophy: Recursion + Emergence + First Principles
Collects multi-dimensional context, not just code structure: Commit history - Understand the "why" behind changes TODO/FIXME - Distress signals in the code Error handling patterns - Find fragile points Hotspot files - Frequent changes = design problems Each signal includes a hypothesis prompt to guide deeper analysis.
Each run doesn't execute a checklist, but asks: What is the essence of this project? What is it doing that it shouldn't? What is it missing that it should have? If you started from scratch, how would you build it?
When analyzing itself, evolver asks: Is this a surface fix or evolution-level improvement? What pattern exists in improvement history? Will this change make evolver better at finding problems?
Records description, insight, level (surface/evolution), and health metrics Pattern analysis: counts surface/evolution ratio, finds recurring themes Compares before/after effect trends (improved/degraded/unchanged)
node index.js . # Current directory (positional) node index.js /path/to/app # Specify path node index.js . --loop 5 # Run 5 cycles node index.js --task "fix auth" # Specific task node index.js --reset # Reset iteration state
The improver can improve itself. This is true recursion. "Form hypotheses, then verify. Think from first principles."
Agent frameworks, memory systems, reasoning layers, and model-native orchestration.
Largest current source with strong distribution and engagement signals.