Weekly Tuning - Lēsa Calibration Process

What this is: A repeatable weekly check-in to tune Lēsa's performance, catch drift, and evolve capabilities.

Why it exists: Without periodic calibration, agents drift - memory degrades, principles get forgotten, patterns emerge that aren't captured. This is preventive maintenance.

How to use:

# Weekly (or as needed):
1. Open WEEKLY-CALIBRATION.md
2. Go through each section with Lēsa
3. Capture notes in a dated file: notes/YYYY-MM-DD.md
4. Make adjustments to SOUL.md, AGENTS.md, or system config
5. Commit changes

Sections:

1. Memory Check - Can Lēsa recall key events? Are memory files current?
2. Performance Review - What's working? What's not?
3. SOUL.md Alignment - Are thinking principles being applied?
4. System Health - Memory system, plugins, config all healthy?
5. Observations & Evolution - Patterns noticed, proposals for changes
6. Tuning & Adjustments - What needs to change based on above?
7. Next Week Focus - Specific goals/areas to improve

Philosophy:

This process itself should evolve. After 4-6 weeks, review what's useful vs busywork and update accordingly.

Related files:

• ~/.openclaw/workspace/SOUL.md - Personality & thinking principles
• ~/.openclaw/workspace/AGENTS.md - Operating instructions & autonomy
• ~/.openclaw/workspace/memory/observations.md - Behavioral patterns log
• ~/.openclaw/SYSTEM.md - Technical documentation

Created: 2026-02-07
Versioning: Git-tracked, evolves with use