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Standards and enforcement guidance for querying WRDS data and running SAS/ETL on the WRDS grid—includes query validation, SGE submission patterns, and performan
This skill codifies safe, production-ready practices for accessing WRDS datasets and running ETL on the WRDS grid. It enforces login-node restrictions, SGE array submission patterns, parameterized SQL, mandatory filter validation, and SAS ETL performance checks to prevent account flagging and ensure reproducible, efficient jobs.
Use when building or running WRDS queries, pulling SEC filings, running SAS pipelines, or submitting compute to the WRDS cluster. Apply it before executing large queries or any job that could impact shared infrastructure.
Inference: Designed for data-engineering and research assistants that prepare WRDS queries, author SAS/ETL jobs, or validate data extraction pipelines.
WRDS Query & ETL Enforcement skill provides comprehensive guidance for querying Wharton Research Data Services (academic finance databases) and running SAS/ETL on the WRDS grid. The SKILL.md is exceptionally detailed with enforcement rules, validation checklists, and table references. Two bundled scripts both failed to run due to missing WRDS credentials (expected — domain-specific tool). The inventory_schemas.py script hardcodes a username ('eddyhu'), which is a PII/credential concern.
Hardcoded username in inventory_schemas.py (line 25: user='eddyhu'). Scripts connect to external WRDS server but this is the intended purpose. SKILL.md is extremely well-written with detailed checklists and enforcement patterns. No destructive commands, no exfiltration, no curl|bash patterns.
Development Worktree
Create an isolated git worktree for feature work, auto-run project setup, and verify a clean test baseline before development.
Academic Research Search
Search academic literature across multiple sources, deduplicate results, resolve DOIs, and surface trusted papers with concise takeaways.
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Orchestrates diagnosis and targeted fixes mid-analysis: diagnose root cause, apply fixes with output-first verification, and update project learnings.
Readwise Reader Document Management
Manage Readwise Reader documents: list, save, search, move, tag, highlight, export and bulk-edit via official and custom CLIs.
arxiv2md
Convert arXiv papers into clean, LLM-ready Markdown via a REST API or CLI for fast reading, summarization, and downstream processing.
Scite Database (Smart Citations)
Query Scite.ai Smart Citations by DOI to report supporting, contrasting, and mentioning citation counts and help assess a paper's reliability.
Writing Implementation Plans
Generate detailed, engineer-ready implementation plans from design docs: file paths, step-by-step tasks, tests, and verification instructions.
NotebookLM Research Agent
End-to-end research-to-content pipeline: ingest sources into Google NotebookLM, run deep cited research, generate downloadable artifacts, and produce polished c
AI News Daily
Generate a structured, bilingual daily briefing of the latest AI industry news, model updates, papers, and open-source tools with in-depth technical analysis an
ToolUniverse Gateway
Unified agent gateway to 1000+ scientific tools (bioinformatics, drug discovery, genomics) via Harvard's ToolUniverse, returning JSON for downstream workflows.
Research Information Lookup
Find and synthesize current research and academic papers with automatic backend routing (Parallel Chat API or Perplexity) and structured citations.
arXiv Paper Search & Download
Search arXiv, fetch paper metadata, download PDFs, and produce concise summaries for academic papers (ID or query).