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biz-lean-six-sigma商业精益六西格玛

Agent Skill

biz-lean-six-sigma 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

423

周安装

18

GitHub Stars

125

下载量

148
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:biz-lean-six-sigma(商业精益六西格玛)
来源仓库:https://github.com/asgard-ai-platform/skills
仓库路径:skills/biz-lean-six-sigma
安装命令:
npx skills add https://github.com/asgard-ai-platform/skills --skill biz-lean-six-sigma
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/asgard-ai-platform/skills --skill biz-lean-six-sigma

简介

biz-lean-six-sigma 融合精益消除浪费与六西格玛减少变异,提升质量与效率。

  • 适用于制造、服务流程优化或解决重复性缺陷问题的场景。
  • 使用时需定义客户价值标准,工具引导识别七种浪费并提出 DMAIC 改进路径。
  • 安装需通过 npx 添加 GitHub 仓库,建议确认是否提供模板工具包支持落地实施。
  • 注意:分类为待分类,核心原则是“以客户定义价值”,需警惕内部视角误判浪费。

SKILL.md

Lean Six Sigma

Overview

Lean eliminates waste (non-value-adding activities). Six Sigma reduces variation (defects and inconsistency). Combined, they improve speed AND quality. Lean answers "are we doing unnecessary things?" Six Sigma answers "are we doing necessary things consistently?"

Framework

IRON LAW: Value Is Defined by the CUSTOMER, Not the Producer

An activity adds value ONLY if: (1) the customer is willing to pay for it,
(2) it transforms the product/service, AND (3) it's done right the first time.
If any condition fails, the activity is waste — eliminate or minimize it.

The Seven Wastes (TIMWOOD)

WasteDefinitionExample
TransportationUnnecessary movement of materialsMoving inventory between warehouses
InventoryExcess stock beyond immediate need6 months of raw materials sitting idle
MotionUnnecessary movement of peopleWalking across factory floor to get tools
WaitingIdle time between process stepsOrders waiting for approval
Over-productionMaking more than neededPrinting 1000 reports when 100 are read
Over-processingMore work than the customer requiresTriple-checking a non-critical form
DefectsOutput that requires rework or disposalSoftware bugs, manufacturing rejects

DMAIC Improvement Cycle (Six Sigma)

  1. Define: What is the problem? Who is the customer? What is the target metric?
  2. Measure: What is the current performance? Collect data on defect rate, cycle time, variation.
  3. Analyze: What causes the problem? Use root cause analysis (5 Whys, fishbone diagram, Pareto chart).
  4. Improve: What changes will fix it? Design and test solutions.
  5. Control: How to sustain the improvement? Implement monitoring, SOPs, control charts.

Kaizen (Continuous Improvement)

Small, incremental improvements made continuously by frontline workers:

  • Daily standup to identify one improvement
  • Implement immediately if possible
  • Document and share across teams

Output Format

# Lean Six Sigma Analysis: {Process}

## Current State
- Process: {description}
- Key metric: {defect rate / cycle time / cost}
- Current performance: {baseline data}

## Waste Identification (TIMWOOD)
| Waste Type | Found? | Description | Impact |
|-----------|--------|-------------|--------|
| Transportation | Y/N | {detail} | H/M/L |
| Inventory | Y/N | ... | ... |
| Motion | Y/N | ... | ... |
| Waiting | Y/N | ... | ... |
| Over-production | Y/N | ... | ... |
| Over-processing | Y/N | ... | ... |
| Defects | Y/N | ... | ... |

## Root Cause Analysis
{5 Whys or fishbone diagram for top waste}

## Improvement Plan (DMAIC)
| Phase | Action | Owner | Timeline |
|-------|--------|-------|----------|
| Define | {problem statement} | ... | ... |
| Measure | {data collection plan} | ... | ... |
| Analyze | {root cause method} | ... | ... |
| Improve | {solution} | ... | ... |
| Control | {monitoring plan} | ... | ... |

## Expected Impact
- {metric}: {current} → {target} ({X% improvement})

Examples

Correct Application

Scenario: Lean analysis of a restaurant kitchen order process

  • Waiting waste: Orders wait 8 min for expeditor to batch them → Change to real-time ticket system (saves 6 min/order)
  • Motion waste: Chef walks 15m to reach cold storage per order → Relocate prep station fridge (saves 2 min)
  • Defect waste: 12% order error rate → Implement kitchen display system with visual confirmation (target 3%)
  • Root cause (5 Whys): Errors → handwritten tickets �� poor handwriting → no standardized format �� no digital order system

Incorrect Application

  • Identified "the market is declining" as a waste → Market conditions are external, not process waste. TIMWOOD applies to internal processes only.

Gotchas

  • 8th waste — unused talent: Often added to TIMWOOD. Employees with ideas that aren't heard or skills that aren't utilized.
  • Lean can go too far: Eliminating ALL inventory (zero buffer) creates fragility. Some "waste" is strategic buffer. Balance efficiency with resilience.
  • Six Sigma requires data: Without baseline measurements, you can't calculate improvement. Invest in measurement before jumping to solutions.
  • Cultural resistance: Lean/Six Sigma requires frontline buy-in. Top-down mandates without worker involvement fail.

References

  • For value stream mapping methodology, see references/value-stream-mapping.md
  • For statistical process control (SPC), see references/spc-basics.md

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能力 2

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能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

34.64%
按下载量换算51

Claude

29.62%
按下载量换算44

Cursor

19.99%
按下载量换算30

Gemini CLI

10.19%
按下载量换算15

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

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来源信息

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