citation-diversifier

Generate a citation budget plan for research drafts using existing bibliography keys.

497|38|Updated Jan 7, 2026
One-click install
npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill citation-diversifier
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: citation-diversifier
Source: https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/citation-diversifier
Command: npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill citation-diversifier

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill addresses the common issue of low citation diversity in research drafts, preventing pipeline failures and improving the perceived thoroughness of the literature review without introducing new factual claims.

Core Features & Use Cases

  • Citation Budgeting: Generates a plan for where to add citations to meet diversity targets.
  • Scope-Safe Suggestions: Proposes citation keys that are relevant to the specific subsection (H3) and already exist in the bibliography.
  • Use Case: When a pipeline-auditor flags a draft for having too few unique citations, this Skill helps identify and suggest existing references to incorporate, ensuring the draft meets quality gates.

Quick Start

Use the citation-diversifier skill to generate a citation budget report for the current workspace.

Frequently Asked Questions about citation-diversifier

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I increase citation diversity in a research paper draft?

To increase citation diversity in a research paper draft, you can generate a citation budget plan that proposes in-scope references per subsection. This approach boosts citation density without introducing new factual claims.

Why does my literature review fail pipeline quality gates for low unique citation counts?

Literature reviews fail pipeline quality gates for low unique citation counts when they lack sufficient diverse references. A citation budgeting tool resolves this by analyzing draft structure and suggesting existing bibliography keys to inject.

How to add citations to a research paper without introducing new factual claims?

To add citations to a research paper without introducing new factual claims, use a citation budgeting mechanism. It analyzes available bibliography keys and draft content to propose scope-safe citation suggestions for each subsection.

What is a citation budget plan for academic writing?

A citation budget plan for academic writing is an actionable constraint sheet that maps where to add in-scope references. It analyzes draft content and outlines to propose existing bibliography keys, effectively increasing citation density.

Can I use citation-diversifier to suggest references not already in my bibliography?

No, citation-diversifier does not suggest references outside your current bibliography. It strictly proposes scope-safe citation keys that already exist in your workspace to meet citation diversity targets without new factual claims.

Does citation-diversifier require an outline structure to propose citation suggestions?

Yes, citation-diversifier analyzes your draft content, outline structure, and available bibliography keys to generate accurate citation suggestions. This ensures proposed references are relevant to the specific subsection constraints.