replicate

SkillAI & models

Build and verify replication packages, routes to reproducibility-auditor agent

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the replicate skill

What this skill tells your AI

The instructions your AI receives, as published by brycewang-stanford/auto-empirical-research-skills in skills/11-James-Traina-compound-science/skills/replicate/SKILL.md and read by ahel’s review.

This command routes to the reproducibility-auditor agent, which performs both structural checks (seeds, versions, paths, pipeline integrity) and functional checks (reproduction, data documentation, environment, output matching).

Run the reproducibility-auditor agent on the current project.

Signals

GitHub stars: 4k
Forks: 531
Last commit: Sep 2026

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Item type: skill
Key: replicate-brycewang-stanford
Source: github.com/brycewang-stanford/auto-empirical-research-skills

github.com/brycewang-stanford/auto-empirical-research-skills

replicate

What this skill tells your AI

Signals

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