Diagnose semantic repetition, filler, and structural bloat in existing text.
npx skills add https://github.com/allemaar/open-skills --skill prose-audit-allemaar
Please help me install this Agent Skill. Skill: prose-audit Source: https://github.com/allemaar/open-skills/tree/main/skills/prose-audit Command: npx skills add https://github.com/allemaar/open-skills --skill prose-audit-allemaar
High-intent search queries and answers about installing and using this skill.
Run a prose audit that classifies each sentence by the job it performs, such as verdict, evidence, or action. Elements performing no job are flagged as removable load, grouped by pattern, and ranked by severity with quoted examples.
It detects 258 cataloged patterns including throat-clearing, restatement loops, fake taxonomies, nominalization, hedge stacking, empty balance, LinkedIn cadence, and decorative formatting. Each finding maps to a stable ID from P001 through P258.
No, the audit is diagnosis-only by design. It reports what adds no value and why, then recommends a separate rewrite step such as the human-rewrite skill to remove the diagnosed load while preserving every claim.
No, and it explicitly avoids authorship claims. One pattern is weak evidence; dense repeated clusters suggest a writing habit but never prove origin. The report covers only observed patterns, not attribution.
Skip it when you need rewriting rather than diagnosis, or when the text is already minimal. Necessary uncertainty, deliberate tone, and navigation in genuinely long documents are treated as justified payload, not defects.
sxgAssemble manuscript drafts into a submission-ready document with a complete bibliography.
misty-stepRewrite prose to match a specified human voice and audience.
radaristGenerates factual answers with every claim independently verified against cited sources.
ZpankzTransform natural-language queries into semantically relevant code results across repositories.
