When you need to understand this codebase, DO NOT grep and read whole files. Call the MCP tool **`retrieve_code`** (server `trl-retrieve`) with a natural-language question — it returns the exact relevant source slices (function/class/method) at a fraction of the tokens. Use **`explain_symbol`** to fetch the full source of a named symbol. Only fall back to reading whole files if retrieval returns nothing relevant.
Scanned 9/6/2026
Install to Claude Code
Skills Directorynpx -y skills add AryanGonsalves/trl-token-reduction --skill claude-code --agent claude-codeInstalls into .claude/skills of the current project.
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# trl-retrieve (code retrieval)
When you need to understand this codebase, DO NOT grep and read whole files.
Call the MCP tool **`retrieve_code`** (server `trl-retrieve`) with a natural-language
question — it returns the exact relevant source slices (function/class/method) at a
fraction of the tokens. Use **`explain_symbol`** to fetch the full source of a named
symbol. Only fall back to reading whole files if retrieval returns nothing relevant.
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