replicate-paper

Official

Replicate and extend published results end-to-end.

Authorgoodfire-ai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It helps you reproduce a paper’s claimed experiments and compare the outcomes against the original methodology so you can validate, debug, or extend the research rather than re-implementing everything from scratch.

Core Features & Use Cases

  • Paper-to-replication orchestration: Extracts methodology and enumerates the paper’s experiment list, then routes you through the standard pipeline for planning, execution, and interpretation.
  • Paper-grounded comparison artifacts: Builds paper-specific sidecar context (including reported quantitative findings) so the final report includes a clear paper-vs-replication comparison.
  • Session-safe workflow: Enforces the research-session conventions (active session required; one session, one plan) and supports interactive approval gates for extracted methodology and generated drafts.
  • Use cases: Replicating a published causal-mechanistic study, validating benchmark claims, or extending results with additional experiments using the same experimental skeleton.

Quick Start

Run replicate-paper with the paper file path, for example: Ask your agent to execute the /replicate-paper skill using the argument "/path/to/paper.pdf".

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: replicate-paper
Download link: https://github.com/goodfire-ai/causalab/archive/main.zip#replicate-paper

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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