At what stage of the writing process should I use this skill?

This skill is best used in the middle stages of research—after you have defined your outline and gathered raw evidence, but before you start final formatting in LaTeX or Word.

How does this skill prevent 'paragraph cells' in tables?

The 'Evidence Steward' role within the skill acts as a guardrail, rejecting schemas that would force long textual content into cells, instead favoring short phrases and structured data to maintain readability.

What is the 'evidence-first' approach in this skill?

The evidence-first approach requires every table column to be explicitly mapped to a specific data source or 'evidence pack' before the table is ever generated. This prevents the common problem of creating tables with 'placeholder' or invented data.

Why does the skill create two separate layers of tables?

It separates internal index tables (used for tracking progress and auditing evidence) from appendix tables (formatted for the final reader). This keeps the pipeline organized while ensuring the final paper remains professional and concise.

Research Table Schema Designer

Name: Research Table Schema Designer
Author: WILLOSCAR

byWILLOSCAR

•

콘텐츠 관리

Defines verifiable, evidence-linked table schemas for research papers and surveys to ensure high information density and data integrity.

The Table Schema skill facilitates the structural design of research tables by creating a dual-layer schema consisting of internal index tables for coverage tracking and publishable appendix tables for the final manuscript. It employs an 'evidence-first' methodology that prevents hallucinated facts by strictly mapping every table column to existing data sources. This skill is essential for researchers and developers who need to organize complex benchmark results, system comparisons, or literature reviews into structured, verifiable formats before final document generation.

주요 기능

01Automated schema validation against research evidence packs

02Evidence-to-column mapping to eliminate data hallucinations

03Multi-perspective design roles for 'Table Designer' and 'Evidence Steward'

04Dual-layer architecture separating internal tracking from reader-facing tables

0596 GitHub stars

06Standardized templates for high-density arXiv-style survey papers

사용 사례

01Structuring complex literature surveys involving multi-dimensional system comparisons

02Auditing data readiness and evidence coverage before drafting technical reports

03Designing publication-ready Appendix tables for LaTeX-based academic papers

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add willoscar/research-units-pipeline-skills table-schema

For use in Claude.ai and ChatGPT

Download Skill