kaizen

Original：🇨🇳 Chinese

Translated

Continuous Improvement Methodology - Based on Lean Thinking

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Sourceliyecom/liye-ai

Added on2026-02-13

NPX Install

npx skill4agent add liyecom/liye-ai kaizen

SKILL.md Content (Chinese)

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Kaizen

Source: ComposioHQ/awesome-claude-skills Adapted for: LiYe OS Three-Tier Architecture

Apply continuous improvement methodology based on Japanese Kaizen philosophy and lean methodology, with multiple analytical methods available.

When to Use This Skill

When continuous improvement of processes or systems is needed:

Analyze existing processes to identify improvement points
Apply PDCA cycle for iterative improvement
Use 5 Why to trace root causes
Identify and eliminate waste (Muda)
Develop incremental improvement plans

Core Capabilities

1. PDCA Cycle

Plan (Plan)
  ↓ Identify problems and develop hypotheses
Do (Do)
  ↓ Conduct small-scale trials
Check (Check)
  ↓ Analyze results
Act (Act)
  → Standardize or adjust

2. 5 Why Analysis

Ask "why" layer by layer to find the root cause:

Problem: Report generation takes too long
Why 1: Slow data query → Why?
Why 2: No index on the table → Why?
Why 3: No DBA review → Why?
Why 4: Lack of code review process → Why?
Why 5: No established team standards ← Root cause

3. Value Stream Mapping

Map current-state processes
Identify value-added vs non-value-added activities
Design future-state processes
Develop transition plans

4. Waste Identification (7 Muda)

Waste Type	Definition	Example
Overproduction	Produce more than needed	Excessive reports
Waiting	Idle time	Waiting for approval
Transportation	Unnecessary movement	Multiple file transfers
Overprocessing	Overly refined	Over-optimizing code
Inventory	Piled-up work	Backlog of pending tasks
Motion	Unnecessary operations	Repetitive manual tasks
Defects	Rework	Bug fixes

5. Incremental Improvement Plan

Move forward in small steps
Change only one thing at a time
Validate quickly
Iterate continuously

Usage Examples

Example 1: Optimize Workflow

User: My daily report process is too tedious, help me optimize it
Claude: [Uses kaizen to map value stream, identify waste, and propose improvement solutions]

Example 2: Retrospect a Failed Project

User: This project was delayed, help me analyze the reasons
Claude: [Uses kaizen 5 Why analysis to find root causes and develop preventive measures]

Example 3: Establish an Improvement Cycle

User: Help me set up a continuous improvement mechanism
Claude: [Uses kaizen to design PDCA cycle, define checkpoints, and establish feedback mechanisms]

Dependencies

No external dependencies; this is a pure methodology skill.

LiYe OS Integration

Business Domain References

This skill is referenced by the following business domains:

12_Meta_Cognition: Continuous Improvement Methodology (Primary Domain)
11_Life_Design: Life Process Optimization

Relationship with Evolution Protocol

The Kaizen concept is highly aligned with LiYe OS's Evolution Protocol:

Both emphasize continuous improvement
Both are based on data-driven decision-making
Both require traceable records

Position in Three-Tier Architecture

Physical Layer (This file): Skills/00_Core_Utilities/productivity/kaizen/
Logical Layer Index: Skills/{domain}/index.yaml
L3 Instruction Layer: .claude/skills/{domain}/kaizen/

Created: 2025-12-28 | Adapted for LiYe OS