How does it handle citations?

It validates every citation key against your 'ref.bib' file. If a citation is missing or untraceable, it flags it as a violation of non-negotiable hygiene rules.

Does this skill write the final prose for my paper?

No, it is intentionally designed to produce 'NO PROSE.' It provides the structured evidence, comparisons, and citations needed to write a high-quality draft manually without hallucinating facts.

What is 'blocking_missing' in the output?

This is a guardrail that identifies critical gaps in your research. If evidence for a subsection is insufficient, the skill stops the process so you can enrich your notes rather than guessing.

Can I use this for non-scientific writing?

Yes, while designed for research, it is highly effective for any technical documentation or whitepaper that requires strict data-to-source mapping and comparative analysis.

Research Evidence Drafter

Name: Research Evidence Drafter
Author: WILLOSCAR

byWILLOSCAR

•

Learning & Documentation

Generates structured, citation-backed evidence packs for research subsections to eliminate hollow writing and prevent prose hallucinations.

The Evidence-Draft skill implements an evidence-first methodology for academic and technical research. It transforms raw paper notes into structured 'evidence packs' containing claim candidates, concrete comparisons, and evaluation protocols without generating premature prose. By enforcing strict provenance tracking and citation hygiene, it ensures that every claim is traceable to its original source, preventing the common AI pitfall of making unsupported or 'hollow' statements in technical documentation.

Key Features

01Provides traceable provenance for every snippet from source documents

02Identifies missing data through blocking signals to prevent writing gaps

03Enforces citation validation against BibTeX reference files

04Creates multi-axis comparisons between research papers and clusters

0588 GitHub stars

06Generates prose-free evidence packs to ensure factual grounding

Use Cases

01Drafting technical research subsections with verified metric comparisons

02Building high-fidelity literature reviews based on structured paper notes

03Verifying research claims against a corpus of existing scientific abstracts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add willoscar/research-units-pipeline-skills evidence-draft

For use in Claude.ai and ChatGPT

Download Skill