jlevy/practical-prose

pprose-compare

Compare evaluated document versions or variants; read-only on source docs. Use when asked to compare drafts, A/B versions, quality-diff docs, or pick the best.

pprose-copy-edit

Copy-edit a Markdown document for language and formatting (the Expression and Form dimensions); modifies the doc. A superset of pprose-common-edit and pprose-de-slop. Use when asked to copy edit, proofread, polish, tighten, rewrite, or line edit.

pprose-eval

Score one practical document with metrics and rubric grading; read-only on source. Use when asked to score, evaluate, grade, rubric-check, or measure quality.

pprose-full-edit

Full editorial pass over a practical document across all 20 Practical Prose dimensions; modifies the doc AND writes an editorial-review side document. A superset of pprose-copy-edit that includes the pprose-de-slop pass. Use when asked for a deep or full…

pprose-review

Review one practical document and report tiered editorial feedback (what a common edit, a copy edit, and a full substantive pass would each change) without modifying the document and without numeric scores. Read-only. Use when asked to review, critique, give…

tbd

Git-native issue tracking (beads), coding guidelines, knowledge injection, and spec-driven planning for AI agents. Drop-in replacement for bd/Beads with simpler architecture. Use for: tracking issues/beads with dependencies, creating bugs/features/tasks,…

pprose-common-edit

Apply the common Markdown documentation guidelines and required footer to durable docs; modifies docs. Use whenever creating, editing, reviewing, or reorganizing Markdown, including READMEs, guides, specs, plans, runbooks, and agent instructions, unless the…

pprose-de-slop

Remove AI-writing tells and formulaic LLM prose while preserving meaning and voice; modifies the target. Use when asked to de-slop, de-slopify, humanize, remove AI tells, or make writing sound less AI-generated or less machine-like; also use, unprompted, when…

flowmark

Fast, consistent Markdown auto-formatter for typographic cleanup (smart quotes, ellipses), normalized formatting, and optional clean line wrapping for small, readable git diffs. Use when creating, editing, or normalizing Markdown (.md) files, cleaning up…