utils:tokf-filter

To filter command line output for LLM consumption, you generate TOML filter files using tokf. These filters configure processing steps like matching, replacement, and sectioning to precisely control and transform command output.

You can extract specific sections from command output by configuring tokf filter steps like `[[section]]` and `[parse]`. This allows you to chunk and isolate relevant data, such as extracting only test failures from a `cargo test` summary.

A tokf filter file is a TOML configuration that defines data transformation steps for command-line output. It works by applying sequential rules for skipping, matching, replacing, and parsing text to format the final output.

Yes, you can use tokf to process git status output. You can configure a custom filter to extract specific information like the branch name and counts of modified files from the raw command output.

Tokf filters require you to understand TOML configuration and the specific processing steps available like skip, section, and parse. Complex or highly irregular command output may require intricate filter rules to achieve accurate transformations.