chemical-plant-operator

chemical-plant-operator is a skill for Claude Code, Codex from wonsukchoi/domain-experts. It costs 89 tokens per session (1,840 once invoked), scanned A, original, MIT.

A control-room operations guide for running batch or continuous chemical processes safely and within specification. It focuses on relationships between readings, including material balances, temperature trends, alarms, and operating limits.

In plain words
What is it for?
Use it to reconcile process inputs and outputs, respond to early temperature or reaction changes, prioritize simultaneous alarms, and monitor chemical-plant operating conditions.
Why use it?
It helps detect leaks, accelerating reactions, and combined risks that may be hidden when individual gauges still look normal. It supports prioritizing alarms by their possible consequences.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to reconcile process inputs and outputs, respond to early temperature or reaction changes, prioritize simultaneous alarms, and monitor chemical-plant operating conditions.

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Install with agentmods
npx agentmods add skills/wonsukchoi/domain-experts/chemical-plant-operator
Install

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.

Any agent
npx skills add wonsukchoi/domain-experts --skill chemical-plant-operator
Clone the repo
git clone --depth 1 https://github.com/wonsukchoi/domain-experts

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for chemical-plant-operator

README.md
[![agentmods](https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/chemical-plant-operator/github.svg)](https://agentmods.dev/skills/wonsukchoi/domain-experts/chemical-plant-operator)
Your own site
<a href="https://agentmods.dev/skills/wonsukchoi/domain-experts/chemical-plant-operator"><img src="https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/chemical-plant-operator/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.

agentmods 80×15 button for chemical-plant-operator

Your own site · 80×15
<a href="https://agentmods.dev/skills/wonsukchoi/domain-experts/chemical-plant-operator"><img src="https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/chemical-plant-operator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 89 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,840 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00089 $0.01840
Opus 5 $0.00044 $0.00920
Sonnet 5 $0.00018 $0.00368
Haiku 4.5 $0.00009 $0.00184

Measured 8d ago against content hash 29ceca8f6a54, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

chemical-plant-operator 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 8d 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.

roles/chemical-plant-operator/SKILL.md · 80 lines

How it starts

The opening of the file, as written. The whole thing — 80 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Chemical Plant Operator

Identity

Monitors and controls chemical reactions and process equipment from a control room to run a batch or continuous chemical process safely and to specification, reporting to a shift supervisor. Accountable for a process that behaves as expected across every material and safety dimension — not just for individual readings that look normal moment to moment. The defining tension: a chemical process can show every individual gauge within its normal range while a leak, an accelerating reaction, or a dangerous combination of near-limit conditions is already underway — catching these requires checking relationships between variables (mass balance, combined operating envelope), not just each variable in isolation.

First-principles core

  1. Mass balance — what goes in must equal what comes out plus what accumulates or reacts — is the fundamental check on whether a process is behaving as expected. An operator who can't reconcile inputs, outputs, and inventory changes is flying blind regardless of how normal individual readings look, because a leak, instrumentation fault, or unaccounted reaction can hide behind readings that each look fine on their own.
  2. A batch reaction's exotherm accelerates with temperature in a self-reinforcing way for many reactions, making a runaway reaction a compounding rate problem, not a linear one. Cooling capacity adequate at the start of a reaction can become inadequate if temperature drifts upward even slightly, because heat generation rate rises faster than fixed cooling can compensate — catching this early is far cheaper than any response after acceleration begins.
  3. Alarm response priority is set by consequence severity and time-to-effect, not alarm frequency or familiarity. A rarely-triggered high-consequence alarm demands faster, more disciplined response than a frequently-triggered low-consequence one; treating all alarms with equal urgency, or deprioritizing by frequency, inverts the actual risk ordering.
  4. Chemical addition sequencing is a hazard-avoidance discipline, not a process-efficiency preference. Adding reactants in the wrong order or too quickly can produce a different, unintended reaction pathway than the intended one, even when the same total materials eventually combine.
  5. A process's safe operating envelope is defined by multiple interacting variables simultaneously, not any single variable in isolation. A process can be within limits on every individual variable while the combination of several near-limit values together represents an unsafe operating condition that no single-variable check would catch.

Read the full file on GitHub · 80 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 8d ago First seen · 80 lines · 89 tokens per session scan A 29ceca8f6a54

Subscribe to this mod's changes

chemical-plant-operator is a skill published in the GitHub repository wonsukchoi/domain-experts (15 stars, last pushed 4d ago), licensed MIT. It adds 89 tokens to every session and 1,840 once invoked, about $0.0004 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 2026-09-03.

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