program-template

Copy the template for your domain and paste into your project root as `program.md`.

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# program.md Templates

Copy the template for your domain and paste into your project root as `program.md`.

---

## ML Training (Karpathy-style)

```markdown
# autoresearch — ML Training

## Goal
Minimize val_bpb on the validation set. Lower is better.

## What You Can Change (train.py only)
- Model architecture (depth, width, attention heads, FFN ratio)
- Optimizer (learning rate, warmup, scheduler, weight decay)
- Training loop (batch size, gradient accumulation, clipping)
- Regularization (d
How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/program-template.md \
  https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/autoresearch-agent/references/program-template.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/alirezarezvani/claude-skills

Then reference at engineering/autoresearch-agent/references/program-template.md

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