Self-Improving Agent
Auto-memory captures. This plugin curates.
Claude Code's auto-memory (v2.1.32+) automatically records project patterns, debugging insights, and your preferences in MEMORY.md. This plugin adds the intelligence layer: it analyzes what Claude has learned, promotes proven patterns into project rules, and extracts recurring solutions into reusable skills.
Quick Reference
How It Fits Together
Installation
Claude Code (Plugin)
OpenClaw
Codex CLI
Memory Architecture
Where things live
The promotion lifecycle
Core Concepts
Auto-memory is capture, not curation
Auto-memory is excellent at recording what Claude learns. But it has no judgment about:
- Which learnings are temporary vs. permanent
- Which patterns should become enforced rules
- When the 200-line limit is wasting space on stale entries
- Which solutions are good enough to become reusable skills
That's what this plugin does.
Promotion = graduation
When you promote a learning, it moves from Claude's scratchpad (MEMORY.md) to your project's rule system (CLAUDE.md or .claude/rules/). The difference matters:
- MEMORY.md: "I noticed this project uses pnpm" (background context)
- CLAUDE.md: "Use pnpm, not npm" (enforced instruction)
Promoted rules have higher priority and load in full (not truncated at 200 lines).
Rules directory for scoped knowledge
Not everything belongs in CLAUDE.md. Use .claude/rules/ for patterns that only apply to specific file types:
This loads only when Claude works with API test files — zero overhead otherwise.
Agents
memory-analyst
Analyzes MEMORY.md and topic files to identify:
- Entries that recur across sessions (promotion candidates)
- Stale entries referencing deleted files or old patterns
- Related entries that should be consolidated
- Gaps between what MEMORY.md knows and what CLAUDE.md enforces
skill-extractor
Takes a proven pattern and generates a complete skill:
- SKILL.md with proper frontmatter
- Reference documentation
- Examples and edge cases
- Ready for
/plugin installorclawhub publish
Hooks
error-capture (PostToolUse → Bash)
Monitors command output for errors. When detected, appends a structured entry to auto-memory with:
- The command that failed
- Error output (truncated)
- Timestamp and context
- Suggested category
Token overhead: Zero on success. ~30 tokens only when an error is detected.
Platform Support
Related
- Claude Code Memory Docs
- pskoett/self-improving-agent — inspiration
- playwright-pro [blocked] — sister plugin in this repo


