jgreathouse9

Agents Intro — Development agent for Claude Code

Development community

mlsynth is a strongly-typed causal inference and synthetic control library.

How to install Agents Intro

Installs to ~/.claude/agents/jgreathouse9-mlsynth-agents_intro.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/jgreathouse9/mlsynth/HEAD/agents/agents_intro.md -o ~/.claude/agents/jgreathouse9-mlsynth-agents_intro.md

Restart Claude Code, or start a new session, for it to be picked up.

What Agents Intro does

AGENTS.md

Repository Philosophy

mlsynth is a strongly-typed causal inference and synthetic control library.

Architectural consistency, explicit validation, and standardized estimator interfaces are core design principles.

Agents should extend existing repository conventions instead of inventing new patterns.

Core Design Rules

1. Every estimator must define a dedicated Pydantic config object

All estimators expose explicit typed configuration models.

Configuration models:

Alternatives in Development

Cb Onpage Optimierung — Collective Brain OnPage-Optimierungs-Agent
Email Drafter — Step 4 of the internship pipeline
Concatenator — Use this agent when the user has produced video elements in parts (clips, segments, scenes, intro/outro, B-rol