Files
claude-skills-reference/docs/skills/engineering-team/self-improving-agent-review.md
Reza Rezvani 2f57ef8948 feat(agenthub): add AgentHub plugin with cross-domain examples, SEO optimization, and docs site fixes
- AgentHub: 13 files updated with non-engineering examples (content drafts,
  research, strategy) — engineering stays primary, cross-domain secondary
- AgentHub: 7 slash commands, 5 Python scripts, 3 references, 1 agent,
  dry_run.py validation (57 checks)
- Marketplace: agenthub entry added with cross-domain keywords, engineering
  POWERFUL updated (25→30), product (12→13), counts synced across all configs
- SEO: generate-docs.py now produces keyword-rich <title> tags and meta
  descriptions using SKILL.md frontmatter — "Claude Code Skills" in site_name
  propagates to all 276 HTML pages
- SEO: per-domain title suffixes (Agent Skill for Codex & OpenClaw, etc.),
  slug-as-title cleanup, domain label stripping from titles
- Broken links: 141→0 warnings — new rewrite_skill_internal_links() converts
  references/, scripts/, assets/ links to GitHub source URLs; skills/index.md
  phantom slugs fixed (6 marketing, 7 RA/QM)
- Counts synced: 204 skills, 266 tools, 382 refs, 16 agents, 17 commands,
  21 plugins — consistent across CLAUDE.md, README.md, docs/index.md,
  marketplace.json, getting-started.md, mkdocs.yml
- Platform sync: Codex 163 skills, Gemini 246 items, OpenClaw compatible

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-17 12:10:46 +01:00

138 lines
4.6 KiB
Markdown

---
title: "/si:review — Analyze Auto-Memory — Agent Skill & Codex Plugin"
description: "Analyze auto-memory for promotion candidates, stale entries, consolidation opportunities, and health metrics. Agent skill for Claude Code, Codex CLI, Gemini CLI, OpenClaw."
---
# /si:review — Analyze Auto-Memory
<div class="page-meta" markdown>
<span class="meta-badge">:material-code-braces: Engineering - Core</span>
<span class="meta-badge">:material-identifier: `review`</span>
<span class="meta-badge">:material-github: <a href="https://github.com/alirezarezvani/claude-skills/tree/main/engineering-team/self-improving-agent/skills/review/SKILL.md">Source</a></span>
</div>
<div class="install-banner" markdown>
<span class="install-label">Install:</span> <code>claude /plugin install engineering-skills</code>
</div>
Performs a comprehensive audit of Claude Code's auto-memory and produces actionable recommendations.
## Usage
```
/si:review # Full review
/si:review --quick # Summary only (counts + top 3 candidates)
/si:review --stale # Focus on stale/outdated entries
/si:review --candidates # Show only promotion candidates
```
## What It Does
### Step 1: Locate memory directory
```bash
# Find the project's auto-memory directory
MEMORY_DIR="$HOME/.claude/projects/$(pwd | sed 's|/|%2F|g; s|%2F|/|; s|^/||')/memory"
# Fallback: check common path patterns
# ~/.claude/projects/<user>/<project>/memory/
# ~/.claude/projects/<absolute-path>/memory/
# List all memory files
ls -la "$MEMORY_DIR"/
```
If memory directory doesn't exist, report that auto-memory may be disabled. Suggest checking with `/memory`.
### Step 2: Read and analyze MEMORY.md
Read the full `MEMORY.md` file. Count lines and check against the 200-line startup limit.
Analyze each entry for:
1. **Recurrence indicators**
- Same concept appears multiple times (different wording)
- References to "again" or "still" or "keeps happening"
- Similar entries across topic files
2. **Staleness indicators**
- References files that no longer exist (`find` to verify)
- Mentions outdated tools, versions, or commands
- Contradicts current CLAUDE.md rules
3. **Consolidation opportunities**
- Multiple entries about the same topic (e.g., three lines about testing)
- Entries that could merge into one concise rule
4. **Promotion candidates** — entries that meet ALL criteria:
- Appeared in 2+ sessions (check wording patterns)
- Not project-specific trivia (broadly useful)
- Actionable (can be written as a concrete rule)
- Not already in CLAUDE.md or `.claude/rules/`
### Step 3: Read topic files
If `MEMORY.md` references or the directory contains additional files (`debugging.md`, `patterns.md`, etc.):
- Read each one
- Cross-reference with MEMORY.md for duplicates
- Check for entries that belong in the main file (high value) vs. topic files (details)
### Step 4: Cross-reference with CLAUDE.md
Read the project's `CLAUDE.md` (if it exists) and compare:
- Are there MEMORY.md entries that duplicate CLAUDE.md rules? (→ remove from memory)
- Are there MEMORY.md entries that contradict CLAUDE.md? (→ flag conflict)
- Are there MEMORY.md patterns not yet in CLAUDE.md that should be? (→ promotion candidate)
Also check `.claude/rules/` directory for existing scoped rules.
### Step 5: Generate report
Output format:
```
📊 Auto-Memory Review
Memory Health:
MEMORY.md: {{lines}}/200 lines ({{percent}}%)
Topic files: {{count}} ({{names}})
CLAUDE.md: {{lines}} lines
Rules: {{count}} files in .claude/rules/
🎯 Promotion Candidates ({{count}}):
1. "{{pattern}}" — seen {{n}}x, applies broadly
→ Suggest: {{target}} (CLAUDE.md / .claude/rules/{{name}}.md)
2. ...
🗑️ Stale Entries ({{count}}):
1. Line {{n}}: "{{entry}}" — {{reason}}
2. ...
🔄 Consolidation ({{count}} groups):
1. Lines {{a}}, {{b}}, {{c}} all about {{topic}} → merge into 1 entry
2. ...
⚠️ Conflicts ({{count}}):
1. MEMORY.md line {{n}} contradicts CLAUDE.md: {{detail}}
💡 Recommendations:
- {{actionable suggestion}}
- {{actionable suggestion}}
```
## When to Use
- After completing a major feature or debugging session
- When `/si:status` shows MEMORY.md is over 150 lines
- Weekly during active development
- Before starting a new project phase
- After onboarding a new team member (review what Claude learned)
## Tips
- Run `/si:review --quick` frequently (low overhead)
- Full review is most valuable when MEMORY.md is getting crowded
- Act on promotion candidates promptly — they're proven patterns
- Don't hesitate to delete stale entries — auto-memory will re-learn if needed