skills.homes logoskills.homescapability registry
home/categories/containers/cwinvestments-memstack-skills-token-optimization-skill-md
cd ..
containersdevops

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).

檢視原始碼containers
cwinvestments
maintainer
cwinvestments
更新於 4/1/2026
星標
270
分支
25
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，您可以透過在終端機執行以下指令來使用此技能：

skills use token-optimization