Academic Reference Enhancer
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About this skill
Problem
When writing a thesis, report, or research paper, references often suffer from weak evidence, incorrect DOI or volume/issue metadata, and citation numbers that do not match specific claims. Bulk citation insertion can hide these errors and introduce fabricated-looking sources. This skill separates reference discovery, verification, insertion planning, and document modification into reviewable steps.
How It Works
It uses the smallest required mode for the task:
- Discovery Mode: extracts keywords, key claims, and existing citations, then recommends databases and produces candidate references marked as pending verification.
- Verification Mode: checks source reliability, DOI, authors, journal, year, and other metadata; prioritizes Grade A/B and flags or replaces weaker items.
- Insertion Planning Mode: maps each reference to a specific claim and produces a concrete insertion plan.
- Modification Mode: modifies Markdown, LaTeX/BibTeX, Word, or Feishu documents only after explicit user confirmation.
For Chinese academic reports, it defaults to GB/T 7714. Long documents are processed chapter by chapter with a global reference registry to keep numbering consistent.
Scope and Caveats
Use this for academic writing, thesis polishing, reference cleanup, and citation consistency. It should not be used to fabricate citations, inflate journal ratios, or treat preprints, standards, datasets, blogs, or web pages as journal articles. If reliable sources are insufficient, the skill reports the gap and suggests relaxing constraints instead of inventing references.
Use Cases
- A thesis draft lacks formal references; extract claims and keywords, then generate candidate references pending verification.
- A research proposal contains candidate DOIs; verify metadata, grade reliability, and replace weak or suspicious sources.
- A Chinese experimental report requires GB/T 7714; format the final reference list and check numbering continuity.
- A LaTeX paper has inconsistent citation numbers; map verified references to specific claims after insertion plan confirmation.
Best For
- Graduate students writing theses who need to match claims to reliable references and keep numbering consistent.
- Researchers preparing proposal reviews who need to verify candidate references and replace weak sources.
- Engineers writing Chinese technical reports who need GB/T 7714 reference formatting and QA.
- Editors or supervisors checking papers who need to audit citation continuity, duplicates, and journal-ratio risk.
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