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Memory Optimization

Category: General  ·  Sub-category: knowledge-mgmt  ·  Last updated:
Tune moflo's memory stack for speed, RAM, and index quality. Covers HNSW parameters (M, efConstruction, ef), vector quantization, batch operations, and common bottlenecks. Use when scaling past ~100k entries or when search latency regresses.

From the source SKILL.md

When the default moflo memory settings stop being enough — past ~100k entries, or when p95 search latency climbs — these are the levers.

What this skill does

Memory Optimization is a community-contributed Claude Code skill in the knowledge-mgmt sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/memory-optimization/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when scaling past ~100k entries or when search latency regresses.

Who uses this skill

The Memory Optimization Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/memory-optimization
curl -L https://claudskills.com/skills/memory-optimization/SKILL.md \
  -o ~/.claude/skills/memory-optimization/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/memory-optimization/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/memory-optimization/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\memory-optimization\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Attribution & license

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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