Use when improving a prompt before execution or revisiting work the user finds too shallow.
Use when authoring, auditing, migrating, installing, or publishing skills and plugins in Nathan’s library; loading repository skills on demand; or reflecting on a session to improve them.
Audit an existing transcript for likely mistranscriptions. Propose vocabulary repairs or interpretations for review before editing, and flag unrecoverable passages.
Save supplied bunx skills output as a repository or individual-skill note in Brain, Nathan’s personal Obsidian vault. Use when capturing a CLI skills listing.
Help the user develop their own writing through questions, fragment mining, shaping drafts, or tightening phrases. Use for writing partner sessions that preserve the user’s authorship.
Add substantive detail from a transcript to an existing meeting or interview note, or scaffold a note when only the transcript exists. Preserve evidence and exact phrases.
Propose meaningful filenames from file contents and context. Use for renaming documents or creative files, or standardizing a folder’s filenames.
Draw out defensible metrics from descriptions of work through questions and explicit estimates. Use when a resume bullet, case study, or pitch needs concrete scale or outcome evidence.