Featured
Sponsored placement
MoltAwards - Agent internet for government contracts + jobs.
Sponsored
Learn more →Sponsored placement
ScaleYour.email: Fill your calendar with sales calls
Sponsored
Book free call →Advertise
Get your AI tool in front of 30k+ AI enthusiasts
Whole network
Learn more →Limited-time offer
Deploy your own AI agent
Affiliate
Launch on Hostinger →Summary
Self-Improving Agent: curate auto-memory, promote learnings to CLAUDE.md and rules, extract proven patterns into reusable skills. Provides /si:review, /si:promote, /si:extract, /si:status, and /si:remember slash commands.
SKILL.md
# Self-Improving Agent — Claude Code Instructions
This plugin helps you curate Claude Code's auto-memory into durable project knowledge.
## Commands
Use the `/si:` namespace for all commands:
- `/si:review` — Analyze auto-memory health and find promotion candidates
- `/si:promote <pattern>` — Graduate a learning to CLAUDE.md or `.claude/rules/`
- `/si:extract <pattern>` — Create a reusable skill from a proven pattern
- `/si:status` — Quick memory health dashboard
- `/si:remember <knowledge>` — Explicitly save something to auto-memory
## How auto-memory works
Claude Code maintains `~/.claude/projects/<project-path>/memory/MEMORY.md` automatically. The first 200 lines load into every session. When it grows too large, Claude moves details into topic files like `debugging.md` or `patterns.md`.
This plugin reads that directory — it never creates its own storage.
## When to use each command
### After completing a feature or debugging session
```
/si:review
```
Check if anything Claude learned should become a permanent rule.
### When a pattern keeps coming up
```
/si:promote "Always run migrations before tests in this project"
```
Moves it from MEMORY.md (background note) to CLAUDE.md (enforced rule).
### When you solved something non-obvious that could help other projects
```
/si:extract "Docker build fix for ARM64 platform mismatch"
```
Creates a standalone skill with SKILL.md, ready to install elsewhere.
### To check memory capacity
```
/si:status
```
Shows line counts, topic files, stale entries, and recommendations.
## Key principle
**Don't fight auto-memory — orchestrate it.**
- Auto-memory is great at capturing patterns. Let it do its job.
- This plugin adds judgment: what's worth keeping, what should be promoted, what's stale.
- Promoted rules in CLAUDE.md have higher priority than MEMORY.md entries.
- Removing promoted entries from MEMORY.md frees space for new learnings.
## Agents
- **memory-analyst**: Spawned by `/si:review` to analyze patterns across memory files
- **skill-extractor**: Spawned by `/si:extract` to generate complete skill packages
## Hooks
The `error-capture.sh` hook fires on `PostToolUse` (Bash only). It detects command failures and appends structured entries to auto-memory. Zero overhead on successful commands.
When you install this plugin via `/plugin install self-improving-agent@claude-code-skills`, the hook is registered automatically from `.claude-plugin/hooks.json` — you don't need to configure anything manually.
If you ever need to wire it up by hand (e.g. you copied the skill directly instead of installing as a plugin), use the `${CLAUDE_PLUGIN_ROOT}` variable so the path resolves against the plugin root rather than your current working directory:
```json
// .claude/settings.json
{
"hooks": {
"PostToolUse": [{
"matcher": "Bash",
"hooks": [{
"type": "command",
"command": "${CLAUDE_PLUGIN_ROOT}/hooks/error-capture.sh"
}]
}]
}
}
```
**Do not use a relative path like `./hooks/error-capture.sh`** — Claude Code resolves hook commands against the user's current working directory, not the plugin root. A relative path will silently fail (non-blocking) in every session started outside the plugin install dir.Recommended skills
Browse all →claude-skills
A11y Audit
WCAG 2.2 accessibility audit and fix skill for React, Next.js, Vue, Angular, Svelte, and HTML. Static scanner detecting 20+ violation types, contrast checker with suggest mode, framework-specific fix patterns, CI-friendly exit codes.
claude-skills
Engineering Skills
36 production-ready engineering skills: architecture, frontend, backend, fullstack, QA, DevOps, security, AI/ML, data engineering, Playwright (9 sub-skills), self-improving agent, security suite (adversarial-reviewer, ai-security, cloud-security, incident-response, red-team, threat-detection), Stripe integration, TDD guide, Google Workspace CLI, a11y audit, Snowflake development, and more. Agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw.
claude-skills
Google Workspace Cli
Google Workspace administration via the gws CLI. Install, authenticate, and automate Gmail, Drive, Sheets, Calendar, Docs, Chat, and Tasks. 5 Python tools, 3 reference guides, 43 built-in recipes, 10 persona bundles.


