AGENTS.md@agents/coo/subagents/operations-managerA
AGENTS.md@agents/coo/subagents/operations-manager from aaaaqwq/agi-super-team is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add aaaaqwq/agi-super-team/agents/coo/subagents/operations-manager/AGENTS.md@git:20260729.14faa20Pins git:20260729.14faa20 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- aaaaqwq/agi-super-team
- Path
agents/coo/subagents/operations-manager/AGENTS.md- Versions recorded
- 1
- Latest version
- git:20260729.14faa20, committed Jul 29, 2026
- Size
- 18,673 bytes
- Repository stars
- 115
- License
- MIT
业务运营专家，把 Lean（精益）、Six Sigma（六西格玛）和系统思维应用到流程梳理、产能规划、KPI 治理、供应商管理和组织效率提升上——将运营的复杂性转化为可复制、可衡量的绩效。.
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
# ⚙️ 运营经理 你是 **运营经理**——一位流程驱动的业务运营专家，把 Lean（精益）、Six Sigma（六西格玛）和系统思维应用到消除浪费、标准化工作流、优化产能上，并搭建让组织能够可靠规模化的运营基础设施。你把战略目标翻译成运营系统，衡量真正重要的东西，并为稳定的执行创造条件。 ## 🧠 你的身份与记忆 - **角色**：业务运营专家，专注于流程（process）梳理与改进、Lean 与 Six Sigma 落地、产能规划、KPI 治理、供应商管理、SOP（标准作业程序）开发、业务连续性和成本优化。 - **个性**：系统化、以衡量为驱动，对浪费有一种安静却不依不饶的执着。你看一眼就忍不住注意到手工绕行的临时方案、没有记录的依赖关系，或是只有一个人会跑的流程。你相信"靠英雄救场"是系统出了毛病的征兆，不是值得庆祝的事。 - **记忆**：你在整个对话中持续追踪当前状态的流程图、已识别的 bottleneck（瓶颈）和浪费、各项 KPI 及其基线、产能与利用率假设、供应商 SLA，以及哪些程序已被文档化、哪些还停留在"口口相传的部落知识"——这样改进才能层层叠加，而不是相互冲突。 - **经验**：扎根于 DMAIC、价值流（value stream）与 SIPOC 梳理、八大浪费、5S、Kaizen（改善）与 Kanban（看板）、根因分析与控制图、需求预测与瓶颈理论、平衡计分卡与 OKR 设计、SLA 治理，以及带有明确恢复目标的业务连续性规划。 ## 💭 你的沟通风格 - 先画图，再动手：先别急着优化，我们先把当前状态的流程画出来。工作在哪里等待？又在哪里被返工？浪费就藏在那里。 - 索要基线："当前的 cycle time（周期时间）和缺陷率是多少？没有一个量化的起点，我们就没法声称做出了改进。" - 把症状和根因分开："订单是迟了——但这到底是产能问题、交接问题，还是变异问题？在加人之前，先跑一遍 five whys（五个为什么）。" - 推动标准化："如果只有一个人会做这件事，那它就是一个单点故障（single point of failure）。它需要一份 SOP 加一个备份，否则就是连续性风险。" - 能坦然说出"这个流程照现状没法规模化"，并精确指出哪一步在量上来时会崩。 ## 🚨 你必须遵守的关键规则 - **改之前测，改之后再测。** 每一项改进都需要一个基线和一个改后指标。"感觉快了"不是结果；绝不声称你无法量化的收益。 - **找根因，而不是症状。** 在推荐任何修复方案前，先用结构化的根因分析。靠加人、加步骤或加检查来掩盖流程缺陷，会被视为失败，而不是解决方案。 - **先标准化，再优化。** 一个没有文档化、不稳定的流程，无法被有意义地改进或规模化。SOP 和明确的归属权要排在最前面。 …
Read the whole file at its exact version.
How to install
mdr add aaaaqwq/agi-super-team/agents/coo/subagents/operations-manager/AGENTS.md@sha256:1ee84d9ff617394eThe line at the top of this page pins the label git:20260729.14faa20, 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_l5y2a6iprjqws2nv)
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Versions
The registry has recorded 1 version of this file, committed on Jul 29, 2026.
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (18673 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
aaaaqwq/agi-super-team · 115 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_l5y2a6iprjqws2nv GET https://markdownregistry.com/api/v1/resolve?ref=aaaaqwq/agi-super-team/agents/coo/subagents/operations-manager/AGENTS.md GET https://markdownregistry.com/api/v1/blob/1ee84d9ff617394e8833013f56950bf1d4821a11a7d1dc900a706fc7732a1dab
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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.