Individual skill

self-improving-agent

Low-noise self-improvement skill. Captures learnings, errors, and corrections into a local `.learnings/` cache layer. Never auto-promotes to long-term memory files (SOUL.md, MEMORY.md, AGENTS.md, TOOLS.md). Promotion requires explicit user approval after repeated validation.

skills/self-improving-agent/SKILL.md

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Source commit 87caa778a9f6fe3811ee5af6d6a60a95dc334cf9

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Scanner rules are current: No
Repository scan complete: No
Skill scan complete: Yes
Observed behavior: Not checked yet
Last checked: Nov 11, 2026

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Repository context

Repository stars (not skill ratings): 130
Repository last updated: Oct 29, 2026
License: MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

agent-skills Repository topic
ai-workflows Repository topic
automation Repository topic
claude-code Repository topic
product-management Repository topic
engineering Derived category

Files and excerpt

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Browse files

.learnings/ERRORS.mddoc · 340 bytes
.learnings/FEATURE_REQUESTS.mddoc · 271 bytes
.learnings/LEARNINGS.mddoc · 407 bytes
SKILL.mdcore · 4,956 bytes
references/openclaw-integration.mddoc · 3,515 bytes
scripts/activator.shruns · 1,501 bytes
scripts/error-detector.shruns · 1,864 bytes

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# Self-Improving Agent (Low-Noise Edition)

A conservative self-improvement system that treats `.learnings/` as a write-first
cache layer. Nothing reaches the main system files without human review.

## Quick Reference

| Action | Target | Auto? |
|--------|--------|-------|
| Log a learning | `.learnings/LEARNINGS.md` | Yes |
| Log an error | `.learnings/ERRORS.md` | Yes |
| Log a feature gap | `.learnings/FEATURE_REQUESTS.md` | Yes |
| Promote to MEMORY.md | Requires user approval | No |
| Promote to SOUL.md | Requires user approval + review | No |