# Shokunin Review

> Review product, technical, experiment, and strategy documents for decision-readiness.

- Skill: `vstakhovsky/shokunin-review` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vstakhovsky/shokunin-review`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vstakhovsky/shokunin-review/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: vstakhovsky (https://skillmd.com/u/vstakhovsky)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vstakhovsky/shokunin-review

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# Shokunin Review

## Overview

Use this skill to review a document before a human reviewer does.

It checks whether the document is clear, evidence-backed, decision-ready, and actionable.

## When to Use

Use for:

- PRDs
- RFCs / technical design docs
- Experiment plans
- Product strategy docs

## Review Process

1. Parse artifact
2. Classify document type
3. Build review split-lens review
5. Apply quality gates
6. Calculate readiness score
7. Generate report
8. Suggest next actions
9. Support feedback / correction loop

## Core Principles

- Review-first, not rewrite-first
- Find problems, do not make them up
- Penalize unsupported claims
- Prefer minimal useful improvements
- Make scoring traceable