AgentContract

Guide for rigorous economic data analysis. Use PROACTIVELY whenever performing data analysis on economic or financial datasets — importing, cleaning, merging, constructing variables, or producing summary statistics. Three core principles: (1) describe before and after every transformation, (2) document in jupytext percent format with interleaved code/narrative/outputs, (3) validate against economic intuition, literature, and cross-variable relationships. Includes pitfall checklists for merges, aggregations, filtering, and variable construction. Language-agnostic (Python, Julia). Trigger: any data analysis task involving economic, financial, or panel data.

Search and download financial data from WRDS (Wharton Research Data Services). Use when asked to "download from WRDS", "search WRDS", "get CRSP data", "download Compustat", "find WRDS table", "get stock returns", "download IBES", or any WRDS/financial database task involving CRSP, Compustat, IBES, TAQ, OptionMetrics, Fama-French, BoardEx, DealScan, or other WRDS datasets.

Comprehensive academic paper review covering mathematical correctness, writing clarity, consistency, argumentation, proofreading, and citations. Use when user asks to 'review draft', 'check paper', 'proofread manuscript', or requests feedback on academic writing. Can also verify code-paper consistency when source code is available. Defaults to comprehensive + standard review, with optional deep parallel review when Codex multi-agent support is available.

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.

Create new academic research projects with two-folder architecture. Use when user wants to create a new research project, start a new paper, set up a new analysis project, or mentions needing a project structure for research.

Create formal, fact-checked work journal entries after completing analysis work. Use when user asks to "summarize work", "document results", or "create work journal entry". Ensures code is committed, copies figures to attachments, and creates objective summaries with mandatory citations plus a report-quality verification pass. For quick reports without fact-checking, use the `report-in-markdown` skill.

Sync non-git data between existing git worktrees. Supports seed, diff, and apply modes using explicit --from/--to endpoints. Does not create/remove worktrees or manage sandbox settings.

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. Searches Zotero when Zotero tools are available, converts PDFs to Markdown, saves to Notes/PaperInMarkdown, and provides analysis.

Report back to the user in a well-formatted markdown file for readability. Use this skill PROACTIVELY when the output is lengthy or refers to figures/tables/or latex math, or when users request a markdown report.

Review, document, and commit. Use proactively when user asks to commit. Hard gate: no commit until review is clean.