Does this skill add new information or facts to my draft?

No, the Redundancy Pruner is subtraction-first. It is designed to remove boilerplate and transform transitions using existing nouns, ensuring no new facts or citations are introduced.

When is the best time to run this skill in my workflow?

It is best used once you have a complete draft. The skill is designed to polish 'rigid' drafts where paragraphs feel repetitive across different sections.

Will it alter my bibliography or citation keys?

No. The skill has strict guardrails that prevent it from adding, removing, or moving citation keys across subsection boundaries.

Does it work on files other than Markdown?

This skill is optimized for Markdown drafts (DRAFT.md) and uses specific Markdown structural elements like H3 headers to define boundaries.

How does it handle section-specific limitations?

The skill is specifically instructed to identify and keep unique comparisons, evaluation anchors, and limitations intact while only targeting 'empty' glue sentences.

Redundancy Pruner

Name: Redundancy Pruner
Author: WILLOSCAR

byWILLOSCAR

•

Content Management

Streamlines research drafts and technical documentation by eliminating repetitive boilerplate and generic transitions while preserving citations and core meaning.

The Redundancy Pruner is a specialized editing skill designed for researchers and technical writers who need to transform repetitive, template-like drafts into intentional, professional surveys. It operates with a subtraction-first methodology, identifying and consolidating redundant methodology disclaimers and 'looped' paragraph structures that often plague long-form documents. By replacing generic 'slide-like' navigation with content-rich argument bridges, it improves narrative flow without introducing new facts or altering existing citation keys. It is particularly effective for polishing survey papers where the same caveats or transition patterns repeat across multiple subsections, ensuring that each part of the document remains distinct and purposeful.

Key Features

0189 GitHub stars

02Consolidates global methodology disclaimers into a single front-matter section

03Strictly preserves all citation keys and prevents cross-subsection citation drift

04Converts generic navigation sentences into specific, content-bearing argument bridges

05Protects subsection-specific content like evaluation anchors and limitations

06Removes repetitive narration stems and 'looped' template paragraphs

Use Cases

01Refining multi-author research surveys to ensure a unified narrative voice and flow

02Polishing technical whitepapers by pruning redundant disclaimers and methodology caveats

03Cleaning up AI-generated drafts that exhibit repetitive section introduction patterns

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add willoscar/research-units-pipeline-skills redundancy-pruner

For use in Claude.ai and ChatGPT

Download Skill