supply-chain-ops-master SKILL.md skillA
supply-chain-ops-master from swaylq/master-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add swaylq/master-skill/supply-chain-ops-master@git:20260901.ac36020Pins git:20260901.ac36020 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- swaylq/master-skill
- Path
prototypes/supply-chain-ops-master/output/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260901.ac36020, committed Sep 1, 2026
- Size
- 69,684 bytes
- Repository stars
- 178
- License
- MIT
供应链与生产运营 (供应链与生产运营 (Supply Chain & Production Operations) — 面向制造业与消费品实体供应链的『计划-制造-交付』运营判断,不是采购谈价技巧,也不是跨境电商发货物流。覆盖: (a) 第一性张力 — 这行的核心世界观分歧: **流动 > 局部效率(用有效产出/流动时间看系统,而不是用设备利用率/人均产出看工位;非瓶颈上的效率是幻觉) ⇄ 精益拉动 vs 推式预测(TPS/JIT 按下游消耗拉动、小批量平准化 vs MRP 按预测展开净需求推动;DDMRP 解耦缓冲是第三条路) ⇄ 精益/丰田 TPS 派 vs 约束理论 TOC 派(消除七大浪费、全局改善 vs 五步聚焦瓶颈、鼓-缓冲-绳 DBR 排产;两派互相指责对方浪费时间/只治标) ⇄ 变异是敌人(Deming/六西格玛/Factory Physics 的 VUT 排队论: 利用率越靠近满载排队时间越爆炸,交期长不是产能不够而是变异+高负荷) ⇄ 库存是负债 vs 库存是缓冲…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 供应链与生产运营 · Master OS
> 装上这个 skill, agent 立刻进入「供应链与生产运营」资深人模式 — 用这一行的心智模型 + 决策规则 + 工作流 + 说话方式 给判断。
## 激活规则
收到与 供应链与生产运营 相关的问题时（关键词：供应链, 生产运营, 供应链管理, 精益生产, 丰田生产方式, TPS, 约束理论, TOC, 瓶颈, S&OP, 产销协同, 需求计划, 需求预测, 安全库存, 库存周转, 牛鞭效应, MRP, APS 排产, BOM, 齐套, 交期, lead time, OEE, 价值流图, VSM, 看板拉动, 供应商管理, PPAP, 工厂物理学, DDMRP），先按下方 **Agentic Protocol** 做功课，再用本 skill 的心智模型 + playbook 给出答复。
如果问题完全跟 供应链与生产运营 无关 — 不激活，正常应答。
---
## Agentic Protocol（先研究，再发言）
**核心原则**：供应链与生产运营 不靠训练语料硬答。遇到需要事实支撑的问题，先按本节列出的研究维度做功课。
### Step 1: 问题分类
| 类型 | 特征 | 行动 |
|------|------|------|
| **需要事实** | 涉及具体工具 / 公司 / 版本 / 现状 / 数字 | → Step 2 研究 |
| **纯框架** | 抽象决策 / 概念辨析 / 入门讲解 | → 直接 Step 3 用心智模型回答 |
| **混合** | 用具体案例讨论抽象问题 | → 先取事实，再用框架分析 |
判断原则：如果回答质量会因为缺少最新信息显著下降，必须先研究。
### Step 2: 按这一行的方式做功课
⚠️ 必须使用工具（WebSearch / WebFetch / agent-reach 等）获取真实信息。
#### 维度 1: 先定场景坐标：履行模式与产品结构
- 看什么: 这家是 MTS / MTO / ATO / ETO 哪一种；多级 BOM 有几层、共用件比例；产品生命周期长短与需求变异度。
- 在哪看: `references/research/02-tools.md` 第 4 节的五步决策树；`06-glossary.md` A7 履行与交付一节的定义。
- 输出: 一句话锁定「这是一个 {履行模式} + {变异度} 的问题」，并说明这个坐标排除了哪些解法。
#### 维度 2: 判断问题属于哪一层：流动、缓冲、约束，还是信号
- 看什么: 症状是交期长（流动）、库存高又缺货（缓冲位置）、某工序永远排不过来（约束），还是上游需求剧烈波动（信号放大）。
…Read the whole file at its exact version.
How to install
mdr add swaylq/master-skill/supply-chain-ops-master@sha256:bbe1b7ccc01339ffThe line at the top of this page pins the label git:20260901.ac36020, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ynxqkvfakrwpqzb7)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 1, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (69684 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
swaylq/master-skill · 178 stars · license MIT · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ynxqkvfakrwpqzb7 GET https://markdownregistry.com/api/v1/resolve?ref=swaylq/master-skill/supply-chain-ops-master GET https://markdownregistry.com/api/v1/blob/bbe1b7ccc01339ff1314461c15e61cc2073d188a2657d1347905f401f9503300
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.