Will this skill change my citations?

The Paragraph Curator has strict guardrails to keep citation keys fixed. It re-anchors citations to the correct sentences during fusion but does not add, remove, or invent new citation keys.

Does it invent new facts if information is missing?

No. If a required element is missing, the skill is instructed to stop and route the task back to the evidence-gathering stage rather than hallucinating content.

How does it decide what to keep or delete?

It uses a 0-2 scoring rubric based on criteria like coverage of evidence cards, novelty of insight, alignment with the 'Consistency Contract,' and fusion readiness.

What does the 'select -> evaluate -> subset -> fuse' process do?

It is a systematic approach to content refinement: the skill identifies relevant content, scores it against a quality rubric, selects the best subset, and merges redundant points into dense, high-impact paragraphs.

Can I control the length of the final output?

Yes, the skill uses profile-aware budgets, targeting 10-12 paragraphs for surveys and 11-13 paragraphs for deep-dive sections to ensure controlled convergence.

Paragraph Curator

Name: Paragraph Curator
Author: WILLOSCAR

byWILLOSCAR

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236

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콘텐츠 관리

Refines and converges research drafts by selecting, evaluating, and fusing paragraphs to increase information density and logical flow.

The Paragraph Curator is a specialized tool for research and technical writing designed to prevent drafts from becoming bloated through repetitive accumulation. It implements a structured 'select -> evaluate -> subset -> fuse' methodology to ensure every paragraph serves a specific rhetorical purpose, such as contrast, synthesis, or evaluation. By applying a strict scoring rubric and maintaining citation integrity, it transforms rough sections into high-density, verifiable content that remains aligned with a project's core argument skeleton and evidence base.

주요 기능

01236 GitHub stars

02Rubric-based scoring for coverage, novelty, move clarity, and consistency.

03Profile-aware paragraph budgeting for survey-style or deep-dive sections.

04Automated must-have checklist ensuring inclusion of synthesis, contrasts, and failure modes.

05Strict citation hygiene that prevents the addition, removal, or drifting of citation keys.

06Four-stage Select-Evaluate-Subset-Fuse workflow for content convergence.

사용 사례

01Ensuring logical coverage of necessary rhetorical moves in complex research chapters.

02Refining AI-generated drafts into dense, evidence-backed professional documentation.

03Consolidating repetitive sections in technical whitepapers or academic manuscripts.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add willoscar/research-units-pipeline-skills paragraph-curator

For use in Claude.ai and ChatGPT

Download Skill