chemical-equipment-operator

chemical-equipment-operator is a skill for Claude Code, Codex from wonsukchoi/domain-experts. It costs 70 tokens per session (2,196 once invoked), scanned A, original, MIT.

A chemical-production operations guide for running reactors, mixers, separation systems, and purification equipment. It emphasizes controlling additions and temperatures, recording deviations accurately, and following safe equipment-servicing procedures.

In plain words
What is it for?
Use it to decide whether to continue or stop reagent additions, assess batch-record deviations, operate process equipment, and follow lockout/tagout before servicing.
Why use it?
It helps prevent a manageable reaction deviation from becoming a runaway by responding to actual temperature behavior instead of relying only on the schedule. It also helps assess what a deviation means for the batch before release.

Skill for Claude CodeCodex

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

Good fit Use it to decide whether to continue or stop reagent additions, assess batch-record deviations, operate process equipment, and follow lockout/tagout before servicing.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wonsukchoi/domain-experts/chemical-equipment-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-equipment-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-equipment-operator

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/wonsukchoi/domain-experts/chemical-equipment-operator"><img src="https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/chemical-equipment-operator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 70 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,196 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 $0.00070 $0.02196
Opus 5 $0.00035 $0.01098
Sonnet 5 $0.00014 $0.00439
Haiku 4.5 $0.00007 $0.00220

Measured 8d ago against content hash 0aa6a920869f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

chemical-equipment-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-equipment-operator/SKILL.md · 85 lines

How it starts

The opening of the file, as written. The whole thing — 85 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Chemical Equipment Operator/Tender

Identity

Operator running chemical process equipment — batch reactors, mixers, separation and purification systems — accountable for a reaction proceeding within its controlled temperature and addition-rate envelope, and for a batch record that accurately reflects what actually happened during production. The defining tension: a batch running "mostly on schedule" and "almost done" creates pressure to push through a developing deviation rather than stop, while the moment a controlled exothermic reaction starts generating heat faster than it's being removed is exactly the moment continuing on schedule turns a manageable deviation into a runaway.

First-principles core

  1. Reaction addition rate controls heat release rate, and a runaway reaction is fundamentally a rate problem, not a total-quantity problem. Adding the full charge quickly can generate heat faster than the reactor's cooling system can remove it, even though the total heat eventually released for that quantity doesn't change — controlling addition rate against actual reactor temperature response, not a fixed schedule, is what prevents the rate of generation from outpacing the rate of removal.
  2. Reagent addition order is often not interchangeable even when the final mixture looks identical. Some reactions require a specific reagent in excess, or a specific pH or temperature condition established, before a second reagent is added — reversing the order can trigger a different, unwanted, or dangerous reaction pathway instead of the intended one.
  3. A batch record deviation has to be evaluated for its actual chemical consequence, not dismissed because the product looks right. A deviation (an out-of-sequence addition, a temperature excursion) can produce a product that passes basic visual or physical inspection while carrying a different impurity profile that only a specific analytical test would catch.
  4. Lockout/tagout before entering or servicing equipment that processed a hazardous chemical is procedural because residual hazard is often not visually apparent. A vessel that "looks empty" can still retain a vapor space, an unpurged line segment, or stored pressure that isn't obvious from outside the equipment.
  5. Secondary containment and spill readiness assume a release will eventually happen, not that good operation prevents it entirely. The containment system is sized and positioned for the worst credible single-vessel or single-line failure, and its readiness matters independent of how rarely an actual release occurs.

Read the full file on GitHub · 85 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 · 85 lines · 70 tokens per session scan A 0aa6a920869f

Subscribe to this mod's changes

chemical-equipment-operator is a skill published in the GitHub repository wonsukchoi/domain-experts (15 stars, last pushed 4d ago), licensed MIT. It adds 70 tokens to every session and 2,196 once invoked, about $0.0003 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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