iaiops-factory SKILL.md skillA

iaiops-factory 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-factory@git:20261104.999a6f6

Pins git:20261104.999a6f6 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-factory/SKILL.md
Versions recorded
8
Latest version
git:20261104.999a6f6, committed Nov 4, 2026
First version recorded
Sep 2, 2026
Size
18,467 bytes
Repository stars
9
License
MIT

Factory edition of iaiops — discrete-manufacturing lines: OPC-UA, Modbus-TCP/RTU, Siemens S7comm (S7-300/400/1200/1500), Mitsubishi MC/MELSEC, Omron FINS (CS/CJ/CP/NX), Allen-Bradley EtherNet/IP (ControlLogix/CompactLogix), EtherCAT (CoE/SOEM), PROFINET (DCP discovery), MTConnect (CNC machine tools), IO-Link (master JSON — sensor-level visibility), MQTT/Sparkplug B/UNS, plus the cross-protocol brain (downtime root-cause, OEE, asset inventory). Use for PLC, CNC, servo/drive bus…

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-factory — 离散制造 edition(11 协议 + 脑)

启动:`IAIOPS_MCP=factory` / `iaiops-mcp-factory`。PLCnext vPLC 现场用精简
`IAIOPS_MCP=plcnext` / `iaiops-mcp-plcnext`(= opcua+modbus,走 vPLC 内建服务)。
单协议现场直接 `IAIOPS_MCP=<协议>`。EtherCAT 需 extra:`pip install iaiops[ethercat]`;
PROFINET:`pip install iaiops[profinet]`(或 `iaiops[factory]` bundle);Omron FINS 客户端为 in-repo 纯 stdlib 实现,无需第三方库。

## 工具

### OPC-UA(只读)
- `opcua_server_info` / `opcua_browse` / `opcua_read_node` / `opcua_read_many`
- `opcua_subscribe_sample` `opcua_read_alarms` `opcua_alarm_events`(A&C 带时间戳) `opcua_read_history`(HDA)
- `opcua_diagnose_connection` — 连接失败五类归因(证书/策略/认证/网络/配置)
- `opcua_discover_tags` — 自动发现 + 语义资产建模
- `opcua_health_summary` — tag vs 阈值分类;`opcua_anomaly_scan` — 有界统计异常扫描

### Modbus-TCP / Modbus-RTU(本 edition 只读)
- `modbus_read_holding`(FC03) `modbus_read_input`(FC04) `modbus_read_coils`(FC01)
  `modbus_read_discrete`(FC02) — 带解码提示
- `modbus_detect_byte_order` — 自动探测寄存器块字节/字序
- `modbus_list_templates` / `modbus_apply_template` — 厂商寄存器模板 → 命名 tag
- `modbus_health_summary` — 寄存器 vs 阈值分类

### Siemens S7comm(pyS7)
- `s7_cpu_info` `s7_read_area` `s7_read_db` `s7_read_many`
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add industrial-aiops/industrial-aiops/iaiops-factory@sha256:e3c14e9d9a268ef1

The line at the top of this page pins the label git:20261104.999a6f6, 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_w33r2zwbr36emy7r.svg)](https://markdownregistry.com/a/art_w33r2zwbr36emy7r)

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

Versions

The registry has recorded 8 versions of this file, between Sep 2, 2026 and Nov 4, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20261104.999a6f6 latest2026-11-04 999a6f6 18,467 BA view · diff
git:20261019.1242d4b2026-10-19 1242d4b 18,400 BA view · diff
git:20261018.c77f8d32026-10-18 c77f8d3 18,374 BA view · diff
git:20260914.4aaf9602026-09-14 4aaf960 17,826 BA view · diff
git:20260905.9ec42b42026-09-05 9ec42b4 17,766 BA view · diff
git:20260902.37050f22026-09-02 37050f2 17,369 BA view · diff
git:20260902.be8ec1d2026-09-02 be8ec1d 16,650 BA view · diff
git:20260902.e2337aa2026-09-02 e2337aa 15,695 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 (18467 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_w33r2zwbr36emy7r
GET https://markdownregistry.com/api/v1/resolve?ref=industrial-aiops/industrial-aiops/iaiops-factory
GET https://markdownregistry.com/api/v1/blob/e3c14e9d9a268ef127d551d9e805f60bf27d714cffd2ceb6258d188c15bcce26

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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