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Vasilis Soumakis avatar

Prove

  • 1 repo stars
  • Updated June 21, 2026
  • VassilisSoum/prove

prove is a portable scientific-method toolkit for Claude Code projects that combines a methodology skill, an experiment-reviewer agent, and a benchmark harness so teams can validate changes with measured evidence before

About

prove is a portable scientific-method toolkit for Claude Code projects that enforces measure-before-you-ship discipline through a methodology skill, an experiment-reviewer agent, and a drop-in benchmark harness. Developers reach for it when they want structured experiments and evidence-backed reviews before shipping agent or code changes. It packages review and benchmarking into a marketplace plugin rather than ad hoc manual validation.

  • Portable scientific-method toolkit
  • Methodology skill for Claude Code
  • Experiment-reviewer agent included
  • Drop-in benchmark harness
  • Measure-before-you-ship workflow

Prove by the numbers

  • Data as of Jul 7, 2026 (Skillselion catalog sync)
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repo stars1
Last updatedJune 21, 2026
RepositoryVassilisSoum/prove

How do I enforce evidence-based validation and benchmarks in Claude Code before I ship changes?

Apply measure-before-you-ship discipline in Claude Code with a methodology skill, experiment reviewer, and benchmark harness.

Who is it for?

Developers using Claude Code who want structured experiments, review, and benchmarks before releasing project changes.

Skip if: Teams that only need linting or unit tests without experiment design or benchmark-driven review workflows.

What you get

The project gains benchmark results, experiment review feedback, and a repeatable scientific-method workflow artifact.

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FAQ

What components does Prove include?

It includes a methodology skill, an experiment-reviewer agent, and a drop-in benchmark harness.

What problem does Prove solve?

It brings measure-before-you-ship discipline to Claude Code projects through structured validation tooling.

Is Prove only a documentation checklist?

No; it bundles executable review and benchmarking components alongside the methodology skill.

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