iaiops-pharma SKILL.md skillA
iaiops-pharma 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-pharma@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-pharma/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261019.1242d4b, committed Oct 19, 2026
- First version recorded
- Sep 2, 2026
- Size
- 17,560 bytes
- Repository stars
- 9
- License
- MIT
Pharmaceutical-manufacturing edition of iaiops — GMP drug/biologics plants as a distinct vertical from generic buildings and municipal water. BACnet/IP BMS+EMS (cleanroom pressure cascade, temperature/RH), Modbus (PW/WFI skids, stills, EDI, analysers), HART-IP (conductivity / TOC / level transmitters), OPC-UA (DCS, bioreactors, plant SCADA), plus the cross-protocol brain. Three signature checks: cleanroom_pressure_cascade (EU GMP Annex 1 cascade, door by door), cleanroom_particle_check and…
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-pharma — 制药 edition（BACnet + Modbus + HART + OPC-UA + 脑） 启动：`IAIOPS_MCP=pharma` / `iaiops-mcp-pharma`（= bacnet + modbus + hart + opcua + 脑； 等价显式写法 `IAIOPS_MCP=bacnet,modbus,hart,opcua`）。BACnet 需 extra： `pip install iaiops[bacnet]`；HART 需 `pip install iaiops[hart]`。 > **为什么单列 edition，而不是加协议**：制药**没有专用现场协议**。洁净室跑 BACnet， > 制水跑 Modbus/HART，灌装冻干跑 S7，DCS 跑 OPC-UA —— 全在基座里了。 > 缺的从来是**语义**：`iaiops-water` 的指标是市政口径（DO / ORP / 余氯 / 氨氮 / 浊度）， > 而 PW/WFI 看的是电导率、TOC、回路温度，判法还不一样；iaiops-clinical 的隔离病房压差检查 > 判的是**一个房间**够不够负压（那个工具不在本 edition 的表面上），Annex 1 要的是**级联链**。 > 所以这个 edition 复用同一套协议栈和同一个脑，只叠三个制药语义检查。 > **不内嵌任何药典限值。** 尘埃粒子的 grade/state/size 表、USP <645> stage-1 电导率表、 > TOC 限值 —— 都属于**贵厂在其药典版本下已确认的质量标准**。把一份本仓无人能核的转录数字 > 放进来，最后就是它在决定一批环境算不算合格，而**出错的方向恰恰是好看的那一边** > （限值抄松了，读起来就是「符合标准」）。所以限值由调用方传入，工具把它引用回来； > 没给的项报 `no_limit` / `not_graded` 并点名，**绝不跳过、绝不当作通过**。 ## 工具 ### 制药专属（edition 工具;仅随 pharma edition 加载,不进全局脑） - `cleanroom_pressure_cascade` — **洁净区压差级联**（EU GMP Annex 1）。不是「这间够不够负压」 （那是 clinical edition 的隔离房检查），而是**从 A 到 D 这条链成不成立**：每一道跨级别的门 都必须由洁净侧压向次洁净侧，链条只和最弱的那道门一样强。逐门判 `correct` / `insufficient` / `reversed` / `unknown`，worst-first，每条引用压差与要求值。 …
Read the whole file at its exact version.
How to install
mdr add industrial-aiops/industrial-aiops/iaiops-pharma@sha256:23719c406943d203The 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_6eoiwci4uk7tbzuc)
2 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 | 17,560 B | A | view · diff |
| git:20261018.c77f8d3 | 2026-10-18 | c77f8d3 | 17,534 B | A | view · diff |
| git:20261017.504eb16 | 2026-10-17 | 504eb16 | 16,986 B | A | view · diff |
| git:20260914.4aaf960 | 2026-09-14 | 4aaf960 | 16,952 B | A | view · diff |
| git:20260905.9ec42b4 | 2026-09-05 | 9ec42b4 | 16,892 B | A | view · diff |
| git:20260902.37050f2 | 2026-09-02 | 37050f2 | 16,495 B | A | view · diff |
| git:20260902.be8ec1d | 2026-09-02 | be8ec1d | 15,776 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 (17560 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_6eoiwci4uk7tbzuc GET https://markdownregistry.com/api/v1/resolve?ref=industrial-aiops/industrial-aiops/iaiops-pharma GET https://markdownregistry.com/api/v1/blob/23719c406943d20327bae3d8a5adb8d7198eb9a1bca5205f1debac0dca2e271e
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.