citation-diversifierRaise citation diversity/density (NO NEW FACTS): generate an in-scope “citation budget” plan per H3 so drafts stop failing the global unique-citation gate an...
Install via ClawdBot CLI:
clawdbot install willoscar/citation-diversifierGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Apr 24, 2026
A researcher is writing a comprehensive survey paper and receives a pipeline-auditor failure due to low unique citations. The Citation Diversifier skill analyzes the current draft and outline to generate a citation budget plan per subsection, ensuring each H3 gets enough in-scope citations without introducing new facts.
A technical writing team needs to meet internal citation density requirements for a white paper. The skill helps allocate citations across sections using existing reference libraries, avoiding the addition of unverified sources while satisfying compliance gates.
A graduate student has a literature review with too few citations per section. The skill outputs a budget report suggesting unused but allowed citations from the reference database, improving citation diversity without altering claims.
A principal investigator preparing a grant proposal needs to increase reference density to meet funder requirements. The skill identifies gaps per subsection and proposes in-scope citations from the existing bibliography, keeping the proposal factually unchanged.
An engineering team revises a technical report flagged for low unique citations. The skill generates a constraint sheet with subsection-specific budgets, guiding the injection of citations from allowed sets without adding new technical claims.
Offer tiered subscriptions to academic institutions and researchers, providing access to the Citation Diversifier as part of a larger paper-writing tool suite. Revenue comes from annual licenses based on number of users or projects.
License the skill to corporations that produce high-stakes white papers, reports, or documentation, helping them meet internal citation density policies. Revenue from enterprise contracts with custom integration support.
Provide a basic version for free to individual researchers, with advanced features (e.g., large projects, priority support) as paid upgrades. Additional revenue from consulting services for complex citation planning.
💬 Integration Tip
Integrate the Citation Diversifier early in the writing pipeline, before final polishing, to avoid rework. Ensure that outline and citation reference files are complete and in the expected format for seamless budget generation.
Scored Apr 19, 2026
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
Get institutional-grade CEO performance analytics for S&P 500 companies. Proprietary scores: CEORaterScore (composite), AlphaScore (market outperformance), R...
Add real references and standardize citations for research papers and theses (为科研论文和毕业论文添加真实参考文献并规范引用标注)
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
Provides curated quotes about the planet Jupiter for educational or reference purposes upon request.