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iaiops-process

Process-industry edition of iaiops — chemical / pharma / food & beverage / oil & gas plants: HART-IP process instrumentation (transmitters, valve positioners, loop current), OPC-UA (DCS / gateway read), Modbus-TCP/RTU (skids, analyzers), optional MQTT/Sparkplug B UNS, plus the cross-protocol brain (downtime root-cause, data quality, OEE). Use when the task mentions HART, HART-IP, transmitter, 变送器, valve positioner, process instrumentation, PV/SV/TV/QV, loop current, burst mode, DCS tap, or a process plant. Read-first, MOC-gated writes. Skill: iaiops-process Owner: zw008 Summary: Process-industry edition of iaiops — chemical / pharma / food & beverage / oil & gas plants: HART-IP process instrumentation (transmitters, valve positioners, loop current), OPC-UA (DCS / gateway read), Modbus-TCP/RTU (skids, analyzers), optional MQTT/Sparkplug B UNS, plus the cross-protocol brain (downtime root-cause, data quality, OEE). Use when the task mentions HART, HA

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.8k

Updated

Oct 10, 2026

Version

0.28.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.8K downloads reported by the source. Last updated 10/10/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Oct 10, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 10, 2026
Adoption signal
1.8K downloadsadoption · observed Oct 10, 2026
Latest release
0.28.0release · observed Sep 16, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s171xgnmqse0nqvgqvqnaq5f9183kyre:iaiops-process
  1. Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-zw008-iaiops-process/snapshot"

Documentation

CLAWHUB

84,813 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: iaiops-process
description: >-
  Process-industry edition of iaiops — chemical / pharma / food & beverage / oil &
  gas plants: HART-IP process instrumentation (transmitters, valve positioners,
  loop current), OPC-UA (DCS / gateway read), Modbus-TCP/RTU (skids, analyzers),
  optional MQTT/Sparkplug B UNS, plus the cross-protocol brain (downtime
  root-cause, data quality, OEE). Use when the task mentions HART, HART-IP,
  transmitter, 变送器, valve positioner, process instrumentation, PV/SV/TV/QV,
  loop current, burst mode, DCS tap, or a process plant. Read-first, MOC-gated
  writes.
---

# iaiops-process — 流程工业 edition（HART + Modbus + OPC-UA + 脑）

启动：`IAIOPS_MCP=process` / `iaiops-mcp-process`（= opcua + modbus + hart + 脑）。
现场有 UNS/Sparkplug 时用 `IAIOPS_MCP=process,sparkplug`（sparkplug 工具清单见
**iaiops-factory** skill）。HART 需 extra：`pip install iaiops[hart]`。

## 工具

### HART-IP（只读；过程仪表 — 变送器、阀门定位器，经网关）
`transport` 为 `udp`（默认）或 `tcp`，端口 5094。
- `hart_device_identity` — 通用设备身份（command 0）
- `hart_primary_variable` — 主变量 PV（command 1）：值 + 单位码
- `hart_dynamic_variables` — 动态变量 PV/SV/TV/QV + 回路电流（command 3）
- `hart_burst_sample` — 主动采样 burst 发布的变量；`hart_burst_listen` — 被动监听非请求 burst publish（待核实 per 网关）

### OPC-UA（只读；DCS/网关旁路读取）
- `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
- `opcua_health_summary` — tag vs 阈值分类；`opcua_anomaly_scan` — 有界统计异常扫描

### Modbus-TCP / Modbus-RTU（只读；撬装/分析仪/RTU 从站）
- `modbus_read_holding` `modbus_read_input` `modbus_read_coils` `modbus_read_discrete`
- `modbus_detect_byte_order` — 字节/字序自动探测
- `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

### 流程专属（edition 工具;仅随 process edition 加载,不进全局脑）
- `control_loop_health` — PID 回路诊断:从一段 PV/SP/OP 采样检出**振荡**(PV 反复穿越 SP)、
  **稳态偏差**(PV 长期偏离 SP)、**输出饱和**(OP 压在 0/100%)。给 verdict(saturated>oscillating>
  offset>ok)。非整定器,只分诊哪些回路要看。纯分析,每项引用数值。
- `heat_exchanger_fouling` — **换热器结垢检测**:按四路温度算热侧温度效能 ε=(hot_in−hot_out)/
  (hot_in−cold_in),前后半窗对比;效能低于阈值或下降超阈即 fouling(结垢征兆,先于强制清洗)。
  纯分析,喂 OPC-UA/Modbus/HART 温度点,verdict 引用效能数值。

### 跨协议脑（永远随 server 暴露）
- 诊断：`diagnose_dataflow` `downtime_root_cause` `downtime_root_cause_live` `downtime_triage`
  `learn_cause_weights` `rca_corpus_from_maintenance` `historian_health` `alarm_bad_actors` `tag_health`
  `subscription_health` `heartbeat_health` `alarm_flood_analysis` `alarm_cascade`
  `alarm_rationalization_worksheet`
- 告警事件聚类：`alarm_event_clusters` — `alarm_bad_actors` 按**来源**排名,回答的是「哪台仪表最吵」,
  不是「哪个故障最吵」;一个把同一条件写成十种说法的厂会得到十个 bad actor。这个按事件**说了什么**分组。
  合并规则是**去掉大小写/标点/数字后的精确相等,不是相似度** —— 故意做笨,所以不需要模型、且可核对;
  每个簇都列出被合并的原文与来源。**它不主张两条措辞不同的告警是同一个故障**,那由人判断。
- 数据质量：`data_quality_scorecard` `data_quality_fleet_rollup`（流程工业重点：
  staleness / flatline / bad-quality —— 仪

_meta.json

{
  "ownerId": "kn7b067awq2s97bn3d7p5qfhw5827pxc",
  "slug": "iaiops-process",
  "version": "0.28.0",
  "publishedAt": 1789535352230
}

skill-card.md

## Description:

Process-industry edition of iaiops for chemical, pharma, food and beverage, and oil and gas plants, helping agents read HART-IP, OPC-UA, Modbus, and optional MQTT/Sparkplug B UNS signals for process instrumentation, downtime root-cause analysis, data quality, and OEE with a read-first, MOC-gated posture.

This skill is ready for commercial/non-commercial use.

## Publisher:

[zw008](https://clawhub.ai/user/zw008)

### License/Terms of Use:

MIT-0

## Use Case:

Developers and process engineers use this skill to guide agents through process plant data collection and analysis across HART-IP, OPC-UA, Modbus, and optional UNS/Sparkplug workflows. It supports loop health, heat exchanger fouling checks, alarm and data quality analysis, OEE, downtime triage, asset modeling, investigation workflows, and configuration drafting.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: High-impact historian, export, stream publish, or UNS publish operations may affect operational data if enabled without clear approval gates.

Mitigation: Confirm the enabled toolset and require explicit human approval before any operation that exports, publishes, or writes operational data.

Risk: Production plant installation may carry elevated operational risk because the scanner classified the release as suspicious.

Mitigation: Review the skill before production use and install dependencies only in a contained environment with pinned, verified packages.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/zw008/skills/iaiops-process)
- [Publisher profile](https://clawhub.ai/user/zw008)

## Skill Output:

**Output Type(s):** [Guidance, Shell commands, Configuration, Markdown, Code]

**Output Format:** [Markdown guidance with tool names, command snippets, configuration drafts, and structured analysis summaries]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May propose historian, export, stream publish, or UNS publish operations; production-impacting actions require review and explicit approval gates.]

## Skill Version(s):

0.28.0 (source: server release metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

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Record generated Oct 10, 2026.

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