Research skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

identify

Design or review identification strategy for the sewage-house-prices project. Produces strategy memos with estimand, assumptions, pseudo-code, robustness plan, falsification tests, and referee objection anticipation. This skill should be used when asked to "design the strategy", "identify the effect", "write a strategy memo", or "think through identification".

2.87k repo starsObserved in 3 repos
Research

industrial-ai-research

Industrial AI literature research with mandatory intake questions, venue-aware source prioritization, structured report outputs, and survey draft generation. Use when the user needs up-to-date research on predictive maintenance, intelligent scheduling, industrial anomaly detection, smart manufacturing, cyber-physical systems, edge AI for automation, or crossover robotics-for-industry topics. Also trigger for adjacent terms: "digital twin", "industrial IoT", "Industry 4.0", "manufacturing AI", "factory automation", "process optimization", or "survey draft" in industrial contexts.

2.87k repo starsObserved in 3 repos
Research

journal-digest

经济金融顶刊文献速递与选题建议生成器。通过RSS和网页抓取获取经济学、金融学、会计学顶级期刊的最新论文, 筛选公司金融相关文献,生成中文综述摘要和研究选题建议。 当用户提到"期刊速递"、"文献周报"、"论文速递"、"最新文献"、"journal digest"、"paper digest"、 "选题建议"、"研究选题"、"顶刊追踪"、"文献追踪"、"周报"时触发此技能。 即使用户只是说"帮我看看最近有什么新论文"或"最近顶刊发了什么",也应该触发。

2.87k repo starsObserved in 3 repos
Research

linearmodels

Panel data, IV/GMM, system regression. PanelOLS (FE/RE), BetweenOLS, Fama-MacBeth, IV2SLS/LIML/GMM, SUR, 3SLS, Driscoll-Kraay SEs. Use for RE/between, system estimation, or GMM. Complements pyfixest (FE + DiD) and statsmodels (GLM + time series).

2.87k repo starsObserved in 3 repos
Research

list-experiment

Design and diagnose list experiments (item count technique).

2.87k repo starsObserved in 3 repos
Research

literature-note

Creates a structured annotation note in references/ with sections for research question, data, findings, and relevance. Use when documenting a paper.

2.87k repo starsObserved in 3 repos
Research

llm-aiops-guide

Papers on LLMs for IT operations and AIOps research

2.87k repo starsObserved in 3 repos
Research

medical-data-api

Access FDA drug data and WHO global health statistics for research

2.87k repo starsObserved in 3 repos
Research

metadata-skills

24 metadata & bibliometrics skills. Trigger: DOI resolution, citation metrics, author disambiguation, bibliometrics. Design: metadata APIs and bibliometric analysis tools for scholarly records.

2.87k repo starsObserved in 3 repos
Research

methodology-skills

13 research methodology skills. Trigger: study design, methodology selection, scientific reasoning, mentoring. Design: rigorous methods frameworks covering qualitative, quantitative, and mixed approaches.

2.87k repo starsObserved in 3 repos
Research