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ml-causal

Econometrics skill for machine learning methods in causal inference. Activates when the user asks about: "causal forest", "generalized random forest", "GRF", "double machine learning", "DML", "debiased machine learning", "LASSO for variable selection", "post-LASSO", "heterogeneous treatment effects"…

Install / Use

npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill ml-causal

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

87/100

Supported Platforms

Zed

Our assessment of ml-causal

ml-causal scores 87/100 on our quality scale, 356th of 762 AI & Machine Learning skills we index (top 47%).

We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.

With 4,360 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Maintenance, license and trust

  • The repository was last updated 4 days ago, so ml-causal is actively maintained.
  • No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
  • Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

ml-causal compared with similar skills

All 4 of these similar skills score higher than ml-causal; compare them before choosing.

SkillScoreStarsUpdatedFormat
ml-causal (this skill)by brycewang-stanford874.4k4d agoSKILL.md
claude-memby thedotmack10094.8k1d agoCLAUDE.md
Understand-Anythingby Egonex-AI10084.3k15d agoCLAUDE.md
headroomby headroomlabs-ai10073.9ktodayCLAUDE.md
CowAgentby zhayujie10047.1ktodayCLAUDE.md

Frequently asked questions

How do I install ml-causal?
Run npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill ml-causal. The install tabs above show the steps for each supported agent.
Which AI agents does ml-causal work with?
It is written for Zed, as a SKILL.md file. Other agents that read the same format can often use it too.
Is ml-causal safe to use?
It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is ml-causal still maintained?
The repository was last updated 4 days ago, so ml-causal is actively maintained.

Related Skills

View on GitHub
GitHub Stars4.4k
CategoryAI
Updated4d ago
Forks527

Languages

Stata

Trust signals

88/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

1 medium