Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add industrial-aiops/industrial-aiops-energy --skill iaiops-energygit clone --depth 1 https://github.com/industrial-aiops/industrial-aiops-energyWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/industrial-aiops/industrial-aiops-energy/iaiops-energy)<a href="https://agentmods.dev/skills/industrial-aiops/industrial-aiops-energy/iaiops-energy"><img src="https://agentmods.dev/badge/skills/industrial-aiops/industrial-aiops-energy/iaiops-energy/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/industrial-aiops/industrial-aiops-energy/iaiops-energy"><img src="https://agentmods.dev/badge/skills/industrial-aiops/industrial-aiops-energy/iaiops-energy.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00357 | $0.02633 |
| Opus 5 | $0.00179 | $0.01316 |
| Sonnet 5 | $0.00071 | $0.00527 |
| Haiku 4.5 | $0.00036 | $0.00263 |
Grade A, and why
iaiops-energy scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 173 lines — stays where its author put it; the contents beside it link to each section on GitHub.
iaiops-energy — substation / utility telecontrol data tap (变电 / 电力)
The energy edition of Industrial-AIOps as one governed MCP server: read-only
connectors for the three utility telecontrol protocols — IEC 60870-5-104,
DNP3 / IEEE 1815, IEC 61850 MMS — built on the base iaiops core, plus the
base cross-protocol brain mounted onto the same server. Every tool runs
through the iaiops governance harness (audit / budget / risk-tier); startup
refuses to serve any tool missing the _is_governed_tool marker.
Monitor-direction ONLY — deliberately. No control/operate surface exists in this edition: no DNP3 CROB or analog-output, no setpoints, no select-before-operate, no IEC-104 command ASDUs (C_SC / C_DC / C_SE), no IEC 61850 control model. This is not a gated write — the tools simply do not exist, so an agent cannot be talked into operating a breaker. 未经授权勿对生产控制系统写入。
When to route here
Task mentions: IEC 60870-5-104 / IEC-104 / 104规约 / general interrogation / 总召 / IOA, DNP3 / IEEE 1815 / outstation / integrity poll / Class 0/1/2/3, IEC 61850 / MMS / IED / logical device / logical node / data attribute / functional constraint, substation / 变电站 / RTU / telecontrol / SCADA gateway, energy / power / utility telemetry, 遥测 / 遥信 / 电力监控.
Explicitly out of scope: IEC 61850 GOOSE and Sampled Values (layer-2 pub/sub — not supported; MMS client reads only), protection-relay settings changes, any control/operate action.
Factory / building / process protocols route elsewhere: OPC-UA, Modbus,
Siemens S7, Mitsubishi MC, MTConnect, MQTT/Sparkplug B, EtherNet/IP, EtherCAT,
SECS/GEM, PROFINET, HART-IP, BACnet → use the base iaiops server
(pip install iaiops, then iaiops-mcp), not this one.
Install & run
pip install 'iaiops-energy[energy]' # all three protocols
pip install 'iaiops-energy[iec104]' # or per-protocol extras:
pip install 'iaiops-energy[dnp3]' # [iec104] / [dnp3] / [iec61850]
iaiops-energy-mcp # brain + energy tools over stdio
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 173 lines · 357 tokens per session scan A cb2c29745aea
iaiops-energy is a skill published in the GitHub repository industrial-aiops/industrial-aiops-energy (1 stars, last pushed 1mo ago), licensed MIT. It adds 357 tokens to every session and 2,633 once invoked, about $0.0018 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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