noizu-labs-ml

Memory Compress — Security skill for Claude Code

Security community

Audit and compress this project's persistent memory (MEMORY.md + memory/.md) — merge duplicates, prune stale or unverifiable entries, tighten wording, and shrink the index.

How to install Memory Compress

Installs to ~/.claude/skills/noizu-labs-ml-noizupromptlingo-memory-compress/SKILL.md

Terminal

mkdir -p ~/.claude/skills/noizu-labs-ml-noizupromptlingo-memory-compress && curl -fsSL https://raw.githubusercontent.com/noizu-labs-ml/NoizuPromptLingo/HEAD/commands/memory-compress.md -o ~/.claude/skills/noizu-labs-ml-noizupromptlingo-memory-compress/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Memory Compress does

name: memory-compress description: Audit and compress this project's persistent memory (MEMORY.md + memory/*.md) — merge duplicates, prune stale or unverifiable entries, tighten wording, and shrink the index. Run periodically or whenever memory feels bloated/noisy. Use when the user says "compress memory", "clean up memory", "prune memory", "memory is getting bloated", or similar.

Memory Compression

Maintenance pass over the persistent memory system at `/MEMORY.md

Alternatives in Security

Maestro Knowledge — Intent-driven knowledge-store and Run knowledge lifecycle management — audit/prune, stage candidates (with sig 530 ★
Security Check — Scan project for security issues — exposed secrets, missing .gitignore entries, unsafe patterns 335 ★
Audit Docs — Scan documentation for staleness — broken links, outdated counts, stale version references, and inconsistencie 95 ★