/si:memory-review — Analyze Auto-Memory
SkillDocs & knowledgeAudits your agent's saved memory notes to find patterns worth promoting, stale entries to prune, and duplicates to merge.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the /si:memory-review — Analyze Auto-Memory skill
About this capability
Lightweight end-of-session memory review — scan the conversation just had for durable lessons and save them into Ralphy's tiered memory (`ralphy memory note`, write-and-tell: every save surfaced in chat, "forget <slug>" honored instantly), so the next session starts already knowing. The chat-native
What this skill tells your AI
The instructions your AI receives, as published by alecs5am/ralphy in .agents/skills/memory-review/SKILL.md and read by ahel’s review.
Performs a comprehensive audit of Claude Code's auto-memory and produces actionable recommendations.
Usage
/si:memory-review # Full review
/si:memory-review --quick # Summary only (counts + top 3 candidates)
/si:memory-review --stale # Focus on stale/outdated entries
/si:memory-review --candidates # Show only promotion candidates
What It Does
Step 1: Locate memory directory
# 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:
-
Recurrence indicators
- Same concept appears multiple times (different wording)
- References to "again" or "still" or "keeps happening"
- Similar entries across topic files
-
Staleness indicators
- References files that no longer exist (
findto verify) - Mentions outdated tools, versions, or commands
- Contradicts current CLAUDE.md rules
- References files that no longer exist (
-
Consolidation opportunities
- Multiple entries about the same topic (e.g., three lines about testing)
- Entries that could merge into one concise rule
-
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:memory-statusshows 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:memory-review --quickfrequently (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
Signals
- GitHub stars
- 133
- Forks
- 13
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
memory-review- Source
- github.com/alecs5am/ralphy