wentorai

Panel data analysis with fixed and random effects models

10 econometrics skills. Trigger: causal analysis, regression models, treatment effects, panel data. Design: method-centric guides with R/Python code and diagnostic tests.

Curated guide to generative AI covering LLMs and diffusion models

27 ai & machine learning skills. Trigger: ML experiments, model training, deep learning, NLP, computer vision. Design: covers frameworks, benchmarks, paper reproduction, and AI research workflows.

Papers on LLMs for IT operations and AIOps research

10 computer science skills. Trigger: algorithms, systems research, software engineering, security papers. Design: theory, complexity analysis, code-centric research, and security methods.

8 finance skills. Trigger: financial modeling, market data, risk analysis, quantitative finance. Design: data sources, quantitative methods, and regulatory frameworks.

STATA code patterns for empirical accounting and finance research

Convert Office documents (PPTX, DOCX, XLSX, PDF, HTML, CSV, JSON, XML, images) to Markdown using Microsoft MarkItDown. Provides the agent with conversion strategies for academic and research workflows.

Standard operating procedure for research experiments, data analysis, and visualization. Covers Python/R script execution, statistical analysis, data wrangling (pandas/tidyverse), publication-quality figures (matplotlib/plotly/ggplot2), and experiment reproducibility.

Workspace file management, git versioning, directory conventions, and CLI execution safety rules for the Research-Claw workspace.

Four-phase iterative protocol for academic writing and document production. Covers outline → draft → self-review → polish with Stop Points, material supplementation loops, version comparison, and mechanical self-check. Includes IMRaD, LaTeX, docx/markdown, citation formatting, and md2pdf.

Standard operating procedure for academic figure generation. Four rendering engines: Python (data viz), Mermaid (flowcharts), AI Image via NanoBanana/OpenRouter (complex diagrams), SVG (vector). Includes engine selection decision tree, ReAct self-correction, NanoBanana configuration, environment detection, and academic style rules.

Standard operating procedure for academic literature search. Covers local library search, 18 academic database APIs (L1), web_fetch direct access (L1.5), browser RPA for CNKI/Google Scholar (L2), and optional API services (L3). Includes domain routing, recency protocol, search iteration protocol (evaluate → refine → re-search up to 3 rounds), and Zotero/EndNote import bridges.

JSON schema reference for 6 structured output card types used by the Research-Claw dashboard: paper_card, task_card, progress_card, approval_card, file_card, monitor_digest. Read this before outputting any structured card for the first time in a session.

Generate editable PPTX from documents using local ppt-master pipeline.