Verify Citations Skill

SkillFiles & storage

Lets your agent fact-check citations and references in a document against real sources.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Verify Citations Skill skill

About this capability

Audit citations in LaTeX files -- check all \cite keys exist in .bib and verify via Perplexity

What this skill tells your AI

The instructions your AI receives, as published by alexander-m-dickerson/ai-asset-pricing in .claude/skills/verify-citations/SKILL.md and read by ahel’s review.

Audit citations for correctness. Checks that every \cite{KEY} has a matching BibTeX entry and verifies each entry against Perplexity web search.

Examples

  • /verify-citations -- audit all citations in main.tex
  • /verify-citations --key blume1983 -- verify single entry

Workflow

  1. Read main.tex and extract all \cite{KEY} and \citep{KEY} commands

  2. Read the .bib file to get the full BibTeX database

  3. For each citation key: a. Check KEY exists in .bib -- if missing, flag as MISSING b. Extract: author, title, year, journal from the BibTeX entry c. Use perplexity_search to verify: "{title}" {first author surname} {year} d. Build comparison table:

    FieldBibTeX valuePerplexity resultMatch?
    Authors{from .bib}{from search}Y/N/--
    Title......Y/N/--
    Year......Y/N/--
    Journal......Y/N/--

    Use Y = confirmed, N = mismatch, -- = not found in search. CRITICAL: If Perplexity is blank for a field, write "NOT FOUND IN SEARCH" -- NEVER fill from memory.

  4. Classify each citation:

    • OK: ALL fields confirmed
    • PARTIAL: Authors + title confirmed, journal/volume not found
    • MISMATCH: Fields contradict search results
    • UNVERIFIED: Cannot find paper online
    • MISSING: Key in \cite{} but not in .bib
  5. For forthcoming papers: use perplexity_ask as fallback to check journal placement

  6. Output verification report:

    Citation Audit: main.tex
    Total: N citations checked
    OK: X | Partial: Y | Mismatch: Z | Missing: W
    
    --- FLAGGED ENTRIES ---
    [KEY] STATUS: details...
    

Process citations in batches of 5 to respect Perplexity rate limits.

Signals

GitHub stars
59
Forks
10
Last commit
Apr 2026
Advanced
Catalog kind
skill
Gateway key
verify-citations
Source
github.com/alexander-m-dickerson/ai-asset-pricing