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home/categories/containers/cwinvestments-memstack-skills-token-optimization-skill-md
cd ..
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token-optimization

Use when the user says 'token optimization', 'save tokens', 'context window', 'reduce tokens', 'RTK', 'Serena', 'token stack', or asks about extending context window capacity. Covers the 3-layer token optimization stack: Headroom (API compression), RTK (CLI output compression), and Serena (LSP-backed code navigation). Do NOT use for Headroom-only troubleshooting (Compress skill).

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cwinvestments
maintainer
cwinvestments
更新於 4/1/2026
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quick start

Installation and usage

Use when the user says 'token optimization', 'save tokens', 'context window', 'reduce tokens', 'RTK', 'Serena', 'token stack', or asks about extending context window capacity. Covers the 3-layer token optimization stack: Headroom (API compression), RTK (CLI output compression), and Serena (LSP-backed code navigation). Do NOT use for Headroom-only troubleshooting (Compress skill).

安裝
$ install --globalskills.sh
使用

安裝後，您可以通過在終端運行以下命令來使用此技能：

skills use token-optimization