automation-skills

10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab automation tools.

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Dépôt: brycewang-stanford/Auto-Empirical-Research-Skills
Dernière activité de la source: 3 avril 2026 à 02:07
Langue détectée de SKILL.md: anglais
Étoiles: 3 291
Forks: 432

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Le prompt qui vérifie d'abord la source est sélectionné par défaut. Vous pouvez passer à une commande directe ou télécharger une copie locale.

Installer avec Codex ou Claude Copiez ce prompt, collez-le dans Codex, Claude ou un autre assistant, puis laissez-le vérifier la page du skill et l'installer pour vous.

Une commande directe contourne le prompt de vérification. Examinez la source avant de l'exécuter.

npx skills add https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills --skill automation-skills

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Lisez SKILL.md et les fichiers associés affichés par SkillsMP avant de décider de l'installer.

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11 fichiers

SKILL.md

Instructions source · Aperçu en lecture seule

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auto-empirical-research-skills

Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, data acquisition, manuscript writing, peer review and referee responses, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.

2026-08-06

de-aigc-skills

中英双语学术降 AIGC / bilingual academic de-AIGC skill. Removes AI-generated writing signatures from empirical papers in economics, management, and the social sciences — in both English and Chinese. Covers Turnitin AI, GPTZero, Originality.ai on the English side and 知网 AMLC, 万方, 维普 on the Chinese side. Uses a six-step loop (intake → audit → claim-evidence check → differentiated rewrite → five-dimension self-score → cold-reader recheck) with two pattern libraries (22 English + 17 Chinese patterns), section-by-section strategies for empirical papers, and hard protections that keep every number, coefficient, and citation intact.

2026-08-04

kaggle-research

Use when a research task needs reproducible Kaggle discovery, metadata inspection, bounded public-data downloads, competition or kernel discovery, model discovery, or an explicitly approved Kaggle write/delete operation through the official CLI.

2026-07-31

Tout voir dans ce dépôt

Skill	Description
ai-scientist-v2-guide	Automated scientific discovery via agentic tree search by Sakana AI
aim-experiment-guide	Track and compare research experiments with Aim experiment tracker
claude-academic-workflow-guide	Claude Code template for LaTeX, Beamer, and R research workflows
data-collection-automation	Automate survey deployment, data collection, and pipeline management
datagen-research-guide	AI-driven multi-agent research assistant for end-to-end studies
kedro-pipeline-guide	Build reproducible data science pipelines with Kedro for research projects
mle-agent-guide	Intelligent companion for ML engineering with arXiv integration
paper-to-agent-guide	Transform research papers into interactive AI agents for exploration
rd-agent-guide	Microsoft AI-driven R&D agent for automated data and model development
research-workflow-automation	Automate repetitive research tasks with pipelines, schedulers, and scripting

Skill	Description
ai-scientist-v2-guide	Automated scientific discovery via agentic tree search by Sakana AI
aim-experiment-guide	Track and compare research experiments with Aim experiment tracker
claude-academic-workflow-guide	Claude Code template for LaTeX, Beamer, and R research workflows
data-collection-automation	Automate survey deployment, data collection, and pipeline management
datagen-research-guide	AI-driven multi-agent research assistant for end-to-end studies
kedro-pipeline-guide	Build reproducible data science pipelines with Kedro for research projects
mle-agent-guide	Intelligent companion for ML engineering with arXiv integration
paper-to-agent-guide	Transform research papers into interactive AI agents for exploration
rd-agent-guide	Microsoft AI-driven R&D agent for automated data and model development
research-workflow-automation	Automate repetitive research tasks with pipelines, schedulers, and scripting

automation-skills

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Research Automation — 10 Skills

Research Automation — 10 Skills

name	automation-skills
description	10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab automation tools.

automation-skills

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Research Automation — 10 Skills

Research Automation — 10 Skills