iaiops SKILL.md skillA

iaiops from industrial-aiops/industrial-aiops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add industrial-aiops/industrial-aiops/iaiops@git:20261018.46eeb9e

Pins git:20261018.46eeb9e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
industrial-aiops/industrial-aiops
Path
skills/iaiops/SKILL.md
Versions recorded
7
Latest version
git:20261018.46eeb9e, committed Oct 18, 2026
First version recorded
Sep 14, 2026
Size
11,943 bytes
Repository stars
9
License
MIT

Vendor-neutral, governed industrial/OT data tap + intelligent troubleshooting. Read (and, gated, write) PLCs, controllers, machine tools and IIoT brokers over OPC-UA, Modbus-TCP, Siemens S7comm, Mitsubishi MC, Omron FINS, MTConnect, MQTT/Sparkplug B, Allen-Bradley EtherNet/IP, EtherCAT (pysoem/SOEM), SECS/GEM (semiconductor / display fab equipment over HSMS), PROFINET (DCP discovery), the building edition (BACnet/IP), and Phoenix Contact PLCnext vPLC — plus cross-protocol diagnostics…

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

# iaiops — ROUTER(识别现场 → 派发 edition skill + MCP profile)

这是**路由 skill**,本身不含工具表。识别任务的行业/协议 → 转到对应 **edition skill**
(工具清单、workflow、支持版本矩阵都在那边),并用对应 profile 启动 MCP(`IAIOPS_MCP=<x>`
环境变量,或等价 sugar 脚本 `iaiops-mcp-<x>`)。现场只暴露 1-2 个协议 + 跨协议脑,
单会话工具 ~15-30,模型不被淹。

## 路由表(关键词 → edition skill → MCP profile)

| 任务提到 | edition skill | MCP profile / entrypoint |
|---|---|---|
| SECS/GEM · SECS-II · HSMS · 半导体/显示 fab · wafer · panel · MES equipment · SVID/ECID · recipe | **iaiops-fab** | `IAIOPS_MCP=fab` / `iaiops-mcp-fab` |
| 离散制造产线 · PLC(S7/S7-1200/1500 · 三菱/MELSEC · Allen-Bradley/ControlLogix/CompactLogix · Omron/FINS/SYSMAC CS/CJ/CP/NX)· Modbus · EtherCAT/CoE/SOEM · PROFINET/DCP · MTConnect/CNC 机床 · Sparkplug B/UNS | **iaiops-factory** | `IAIOPS_MCP=factory` / `iaiops-mcp-factory` |
| 流程工业(化工/食品饮料/原料药合成)· HART/HART-IP · 变送器/阀门定位器 · 过程仪表 · DCS 旁路读取 | **iaiops-process** | `IAIOPS_MCP=process` / `iaiops-mcp-process`(有 UNS 时 `IAIOPS_MCP=process,sparkplug`) |
| BACnet/BACnet-IP · HVAC/暖通 · BMS/楼宇自控 · 厂务/facility · Who-Is · TrendLog · 供应商半小时电表数据/half-hourly (HH)/MPAN · 基础负荷/非营业时段用电/电价时段 | **iaiops-building** | `IAIOPS_MCP=building` / `iaiops-mcp-building` |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add industrial-aiops/industrial-aiops/iaiops@sha256:f670e23f8f17320f

The line at the top of this page pins the label git:20261018.46eeb9e, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ba6vyrbscn2dwr7x.svg)](https://markdownregistry.com/a/art_ba6vyrbscn2dwr7x)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 7 versions of this file, between Sep 14, 2026 and Oct 18, 2026, about one every 6 days.

versioncommittedcommitsizeaudit
git:20261018.46eeb9e latest2026-10-18 46eeb9e 11,943 BA view · diff
git:20261018.4caf8702026-10-18 4caf870 11,894 BA view · diff
git:20261018.e9d59f22026-10-18 e9d59f2 11,927 BA view · diff
git:20261018.73230692026-10-18 7323069 11,845 BA view · diff
git:20261017.b8eb1e12026-10-17 b8eb1e1 11,784 BA view · diff
git:20261013.358566a2026-10-13 358566a 11,531 BA view · diff
git:20260914.4aaf9602026-09-14 4aaf960 11,424 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11943 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

GitHub

industrial-aiops/industrial-aiops · 9 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ba6vyrbscn2dwr7x
GET https://markdownregistry.com/api/v1/resolve?ref=industrial-aiops/industrial-aiops/iaiops
GET https://markdownregistry.com/api/v1/blob/f670e23f8f17320f39e1a385a909eea2bf0c06d663b1547d09c091fff6209056

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.

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