Directory · Claude Skills

Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for execution, supports continuous agent operation via Claude Code /loop and OpenClaw heartbeat, and produces research presentations and papers. Use when starting a research project, running autonomous experiments, or managing a multi-hypothesis research effort.

★ 2,835 MIT Synced 2 weeks ago View SKILL.md

At a glance

Plugin install Stata Actively maintained MIT v1.0.0
Install /plugin marketplace add brycewang-stanford/Auto-Empirical-Research-Skills /plugin install autoresearch
Can use Not declared by the author

Setup, runtime and requirements describe brycewang-stanford/Auto-Empirical-Research-Skills, the repo this skill ships in.

Also in brycewang-stanford/Auto-Empirical-Research-Skills

View the repo

Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript. Use...

Systematic strategic planning framework for philosophy and interdisciplinary academic papers targeting preprint platforms (PhilArchive, arXi...

Draft economics papers with proper structure and academic style

Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components...

Guide for creating DAAF agent definition files. Covers 12-section template, hook registration, skills-in-frontmatter, integration checklist....

End-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review. Supports R, Stata, Python, Julia....

Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize

Fetch economic data from FRED, World Bank, and other APIs

Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in...

This skill covers Bayesian estimation and inference in quantitative social science. Use when the user is specifying priors, running MCMC, di...

Create academic presentations in Beamer with professional themes

Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback