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Audit citations in LaTeX files -- check all \cite keys exist in .bib and verify via Perplexity
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Create a new empirical research project: generates projects/<name>/ with latex, code, scripts, results, literature, and guidance subfolders plus README.md and project-level CLAUDE.md.
Publication-ready figure conventions for empirical finance and economics. Covers matplotlib styling, color palettes, export settings, and common figure types (time series, decile bars, coefficient plots, event studies). Auto-apply when creating any figure, plot, or visualization.
Agent-driven cold-start onboarding. Use the repo shell entrypoint to find or install Python 3.11+, then run the shared bootstrap audit/plan/apply flow and configure WRDS only if the user has it.
Create and compile Beamer presentations following the Rhetoric of Decks philosophy. Use when making seminar or conference slides.
Compile LaTeX to PDF using pdflatex + bibtex cycle
Creates new Claude Code skills, auto-apply skills, or auto-trigger rules, or audits existing ones for quality and effectiveness.
| name | verify-citations |
| description | Audit citations in LaTeX files -- check all \cite keys exist in .bib and verify via Perplexity |
| user_invocable | true |
Audit citations for correctness. Checks that every \cite{KEY} has a matching BibTeX entry and verifies each entry against Perplexity web search.
/verify-citations -- audit all citations in main.tex/verify-citations --key blume1983 -- verify single entryRead main.tex and extract all \cite{KEY} and \citep{KEY} commands
Read the .bib file to get the full BibTeX database
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:
| Field | BibTeX value | Perplexity result | Match? |
|---|---|---|---|
| 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.
Classify each citation:
For forthcoming papers: use perplexity_ask as fallback to check journal placement
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.