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Token-optimized CLI proxy: wrap noisy commands (test runs, builds, git, grep, gh, logs, directory walks) so a filtered summary reaches context instead of a raw dump. Use before running any command whose output is large or repetitive, and to decide when filtering would hide the line you actually need.
npx skill4agent add yjuyjuy/rtk rtkrtk <wrapper> <command>~/AGENTS.md~/RTK.md$?git loggit diffghrtk proxy <cmd>rtk run <cmd>sh -crtk test cargo test # only failures, exit status preserved
cargo test some_failing_test -- --nocapture # raw, once you know what to look atrtk err cargo check --message-format short
# [ok] Command completed successfully (no errors) when cleanrtk find src -name "*.rs" # compact grouped tree, not one path per line
rtk read Cargo.toml # filtered read
rtk grep -r "fn main" src # grouped by file, whitespace strippedrtk git status # branch plus "clean - nothing to commit"
rtk git log --oneline -5
rtk git diff HEAD~1 --stat # condensed change summaryrtk diffdiff(1)rtk git diffgit log --oneline -20 | rtk pipertk gain # totals plus per-command savings table
rtk gain --history # recent command historyfm-heavy-run.shfm-heavy-run.sh --task <id> -- rtk test <runner>~/RTK.md~/RTK.mdrtk grep-rrtk grep <pat> <dir>grep: is a directoryrtk rgripgreprtk treetreertk --version/usr/local/bin/rtkyjuyjuy/rtkdeveloprtk-ai/rtk--helprtk <command> --help