Skill

Memory Consolidation

Consolidate and deduplicate MEMORY.md. Use when memory file is getting large, has duplicates, or needs cleanup. Triggers on: consolidate memory, clean memory, deduplicate memory, memory cleanup.

From george-setup

Install

Run in your terminal

npx claudepluginhub george11642/george-plugins --plugin george-setup

Tool Access

This skill uses the workspace's default tool permissions.

Skill Content

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Stats

Parent Repo Stars2

Parent Repo Forks0

Last CommitMar 11, 2026

Actions

View Source View Plugin View on GitHub View README

Instructions

Run the consolidation script:

python3 ~/.claude/scripts/consolidate-memory.py

Report the output summary to the user (lines before/after, duplicates removed, topic files created).

If the user wants to review changes, show a diff:

diff ~/.claude/projects/-home-george/memory/MEMORY.md.bak ~/.claude/projects/-home-george/memory/MEMORY.md

What It Does

Reads MEMORY.md and parses sections by ## headers

Extracts individual bullet entries

Detects duplicates using exact substring matching and Jaccard word similarity (>0.6 threshold)

Removes redundant entries, keeping the most detailed version

Splits large topics (>20 lines) into separate topic files in the memory directory

Keeps a summary with link in MEMORY.md for split topics

Always creates a .bak backup before modifying

Idempotent: running twice produces the same result

Adds a "Last consolidated" timestamp

Periodic Consolidation (Cron)

To run consolidation automatically (e.g., weekly), add a cron entry:

# Edit crontab crontab -e # Add this line for weekly consolidation (Sunday at 3am): 0 3 * * 0 /usr/bin/python3 ~/.claude/scripts/consolidate-memory.py >> ~/.claude/logs/consolidation.log 2>&1

Make sure the logs directory exists:

mkdir -p ~/.claude/logs

Memory Consolidation

Run the memory consolidation script to deduplicate and organize MEMORY.md.

Instructions

Run the consolidation script:

python3 ~/.claude/scripts/consolidate-memory.py

Report the output summary to the user (lines before/after, duplicates removed, topic files created).
If the user wants to review changes, show a diff:

diff ~/.claude/projects/-home-george/memory/MEMORY.md.bak ~/.claude/projects/-home-george/memory/MEMORY.md

What It Does

Reads MEMORY.md and parses sections by ## headers
Extracts individual bullet entries
Detects duplicates using exact substring matching and Jaccard word similarity (>0.6 threshold)
Removes redundant entries, keeping the most detailed version
Splits large topics (>20 lines) into separate topic files in the memory directory
Keeps a summary with link in MEMORY.md for split topics
Always creates a .bak backup before modifying
Idempotent: running twice produces the same result
Adds a "Last consolidated" timestamp

Periodic Consolidation (Cron)

To run consolidation automatically (e.g., weekly), add a cron entry:

# Edit crontab
crontab -e

# Add this line for weekly consolidation (Sunday at 3am):
0 3 * * 0 /usr/bin/python3 ~/.claude/scripts/consolidate-memory.py >> ~/.claude/logs/consolidation.log 2>&1

Make sure the logs directory exists:

mkdir -p ~/.claude/logs