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

cwinvestments
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cwinvestments
Actualizado 4/1/2026
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270
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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).

Instalación
$ install --globalskills.sh
Uso

Después de instalarlo, puedes usar este skill ejecutando el siguiente comando en tu terminal:

skills use token-optimization