Review analysis code for correctness and adherence to project guidelines. Focus on data integrity, merge correctness, and empirical research best practices. Check if implicit data handling (like missing values) aligns with analytical objectives.
Verify working journal reports are factually accurate and follow guidelines. Checks that all claims are supported by code/output evidence, no speculation or economic interpretation without context, and proper citations throughout.
Use this agent when you need to create a comprehensive markdown summary of analysis results after outputs have been generated and saved. Pass the objective of the analysis and the outputs to the agents and let them to write the summary.
Convert PDFs to Markdown using Mistral OCR API with image extraction. Use when you need to extract structured text and images from PDFs, especially for scanned documents or documents with complex formatting. Outputs Markdown with embedded images.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
Create factual working journal entries in Notes/WorkingJournal/ after completing analysis work. Use when user asks to "summarize work", "document results", or "create working journal entry". Ensures code is committed, copies figures to attachments, and creates objective summaries with citations.
Read and analyze academic papers from Zotero library. Use when the user requests to read, access, or analyze a paper by title, author, or topic from their Zotero library. Automatically searches Zotero, converts PDFs to markdown, saves to Notes/PaperInMarkdown, and provides analysis.