iaiops-water SKILL.md skillA
iaiops-water from industrial-aiops/industrial-aiops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add industrial-aiops/industrial-aiops/iaiops-water@git:20261019.1242d4bPins git:20261019.1242d4b 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-water/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261019.1242d4b, committed Oct 19, 2026
- First version recorded
- Sep 2, 2026
- Size
- 11,710 bytes
- Repository stars
- 9
- License
- MIT
Water-treatment edition of iaiops — waterworks / wastewater plants / pump stations: Modbus-TCP/RTU (dosing skids, analyzers, flow meters), OPC-UA (plant SCADA / PLC read), HART-IP process instrumentation (pH, turbidity, conductivity, level, flow transmitters), plus the cross-protocol brain (downtime root-cause, data quality watchdog, OEE). Use when the task mentions water treatment, 水处理, 水厂, 污水, pH, 浊度, turbidity, 电导率, conductivity, dissolved oxygen, 加药, dosing pump, 泵站, pump station, aeration…
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-water — 水处理 edition（Modbus + OPC-UA + HART + 脑） 启动：`IAIOPS_MCP=water` / `iaiops-mcp-water`（= modbus + opcua + hart + 脑； 等价显式写法 `IAIOPS_MCP=modbus,opcua,hart`）。HART 需 extra： `pip install iaiops[hart]`。典型现场：加药撬/分析仪走 Modbus，全厂 SCADA 走 OPC-UA，pH/浊度/电导率/液位/流量变送器走 HART（经网关）。 ## 工具 ### Modbus-TCP / Modbus-RTU（只读；加药撬、分析仪、流量计、泵站 RTU） - `modbus_read_holding` `modbus_read_input` `modbus_read_coils` `modbus_read_discrete` - `modbus_detect_byte_order` — 字节/字序自动探测（分析仪浮点数常见坑） - `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（如 pH 6.5-8.5 带） ### OPC-UA（只读；全厂 SCADA / PLC 网关） - `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（构筑物/工艺段/设备） - `opcua_health_summary` — tag vs 阈值分类；`opcua_anomaly_scan` — 有界统计异常扫描 ### HART-IP（只读；水质/过程变送器，经网关，端口 5094） - `hart_device_identity` — 通用设备身份（command 0） - `hart_primary_variable` — 主变量 PV（如 pH 值、NTU） - `hart_dynamic_variables` — PV/SV/TV/QV + 回路电流（command 3） …
Read the whole file at its exact version.
How to install
mdr add industrial-aiops/industrial-aiops/iaiops-water@sha256:18984dd12044f8e6The line at the top of this page pins the label git:20261019.1242d4b, 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_5fykley46dw75yth)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Sep 2, 2026 and Oct 19, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.1242d4b latest | 2026-10-19 | 1242d4b | 11,710 B | A | view · diff |
| git:20261018.c77f8d3 | 2026-10-18 | c77f8d3 | 11,684 B | A | view · diff |
| git:20260914.4aaf960 | 2026-09-14 | 4aaf960 | 11,136 B | A | view · diff |
| git:20260905.9ec42b4 | 2026-09-05 | 9ec42b4 | 11,076 B | A | view · diff |
| git:20260902.37050f2 | 2026-09-02 | 37050f2 | 10,679 B | A | view · diff |
| git:20260902.be8ec1d | 2026-09-02 | be8ec1d | 9,960 B | A | view · diff |
| git:20260902.e2337aa | 2026-09-02 | e2337aa | 9,005 B | A | view |
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 (11710 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
industrial-aiops/industrial-aiops · 9 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5fykley46dw75yth GET https://markdownregistry.com/api/v1/resolve?ref=industrial-aiops/industrial-aiops/iaiops-water GET https://markdownregistry.com/api/v1/blob/18984dd12044f8e6e00ce637877d0d05f2bf15fa245343abe464e3062e76a3bf
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.