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memory-optimization

100 / 100 · Low risk

Fine to try.

By drayline/rootnode-skills (GitHub) · coding · 40 stars · scanned at commit 8670edc

Rebalances context across Memory, Custom Instructions, knowledge files, and User Preferences in Claude Projects. Audits Memory for redundancy, staleness, and misplacement; prescribes optimization including Codification of stable Memory patterns into explicit User Preferences or Project CI rules. Use when user says "optimize my memory," "what should be in my memory," "trim my knowledge files," "reduce my context usage," "rebalance my project," "what should be in my preferences vs memory," or ask…

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'memory-optimization' ] || [ -L ~/.agents/skills/'memory-optimization' ]; then echo 'A skill folder named memory-optimization already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/drayline/rootnode-skills' "$d" && git -C "$d" checkout --quiet '8670edc280256af4132f2ecdec80923db857b4e0' -- 'plugins/rootnode-projects/skills/memory-optimization' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/rootnode-projects/skills/memory-optimization' ~/.agents/skills/'memory-optimization' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'memory-optimization' ~/.claude/skills/'memory-optimization' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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