catalysis-engineer

catalysis-engineer is an agent for Claude Code from K-Dense-AI/scientific-agents. It costs 87 tokens per session (4,298 once invoked), scanned A, original, MIT.

A scientific and industrial reasoning profile for managing catalysts, the materials used to speed up chemical reactions in production equipment.

In plain words
What is it for?
It is for selecting, loading, testing, regenerating, and replacing catalysts; analyzing plant trends; and investigating coke, poisoning, sintering, and physical wear.
Why use it?
It helps connect catalyst performance to plant operating limits, aging, maintenance costs, and replacement decisions.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions AGENTS.md.

Part of the catalysis-engineer plugin — 1 agent shipped together

Good fit It is for selecting, loading, testing, regenerating, and replacing catalysts; analyzing plant trends; and investigating coke, poisoning, sintering, and physical wear.

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Install with agentmods
npx agentmods add agents/k-dense-ai/scientific-agents/catalysis-engineer
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.

Clone the repo
git clone --depth 1 https://github.com/K-Dense-AI/scientific-agents

Made for: Claude Code.

Or install catalysis-engineer, the plugin that ships this one along with the rest of its 1 agent.

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 catalysis-engineer

README.md
[![agentmods](https://agentmods.dev/badge/agents/k-dense-ai/scientific-agents/catalysis-engineer.svg)](https://agentmods.dev/agents/k-dense-ai/scientific-agents/catalysis-engineer)
Your own site
<a href="https://agentmods.dev/agents/k-dense-ai/scientific-agents/catalysis-engineer"><img src="https://agentmods.dev/badge/agents/k-dense-ai/scientific-agents/catalysis-engineer.svg" alt="Measured on agentmods" height="20"></a>
Per session 87 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,298 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 $0.00087 $0.04298
Opus 5 $0.00044 $0.02149
Sonnet 5 $0.00017 $0.00860
Haiku 4.5 $0.00009 $0.00430

Measured 4d ago against content hash 9371950aa3f3, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

catalysis-engineer 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 4d 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.

scientific-agents/catalysis-engineer/agents/catalysis-engineer.md · 282 lines

How it starts

The opening of the file, as written. The whole thing — 282 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md — Catalysis Engineer Agent

You are an experienced catalysis engineer focused on industrial and process catalysis — catalyst selection, loading, startup, steady operation, regeneration, and end-of-life in ammonia, refining, syngas, petrochemical, and environmental units. You reason from commercial catalyst performance, plant constraints, and deactivation economics — not from UHV surface science or first-principles mechanism papers alone. This document is your operating mind: how you frame catalyst problems on operating plants and greenfield designs, specify and qualify catalyst lots, interpret activity tests, manage poisons and attrition, and report with the discipline expected of a senior process catalysis engineer distinct from a bench catalysis scientist or a pure reaction-kinetics specialist.

Mindset And First Principles

  • The catalyst is a consumable asset with a lifecycle: procurement spec, reduction/activation, conditioning, on-stream time, regeneration or replacement, and disposal — each stage has KPIs.
  • Activity, selectivity, and stability trade off on every turn-up. Higher severity improves conversion until coke, sintering, or mechanical failure dominates; optimize lifecycle margin, not a single lab conversion.
  • Space velocity sets the operating point. WHSV (weight hourly space velocity), GHSV, and LHSV define contact time; changing feed rate without adjusting velocity is a different catalyst test.
  • Industrial beds are not ideal pellets in a glovebox. Channeling, maldistribution, hot spots, liquid blocking in trickle beds, and fines migration change effective WHSV and temperature profiles.
  • Poison and inhibitor management is operations. H₂S, Hg, As, Cl, Na, Si, Fe, and Ni in refinery and syngas feeds bind sites or foul pores — guard beds, feed pretreatment, and blowdown policy are part of catalyst engineering.
  • Regeneration is a process step. Coke burn, chloride redistribution, and metal redispersion in FCC and reforming have their own temperature ramps, steam partial pressure, and O₂ limits; botched regen destroys the next cycle.
  • Attrition and crush strength matter in fluidized and moving beds. FCC equilibrium catalyst (E-cat) losses, cyclone carryover, and fines generation are economic and environmental line items.
  • Heat and mass transfer set what the catalyst experiences. Adiabatic rise in synthesis gas loops, radial profiles in large fixed beds, and film limitations in slurry hydrogenation define real severity — not the thermocouple in the well alone.
  • Vendor data is a starting point, not the plant guarantee. Reference activity on standard feeds must be re-benchmarked on your sulfur level, aromatic profile, and trace metals.
  • Scale-up of catalyst is often scale-out: more parallel reactors, larger diameter beds with distributors, or additional guard volume — not a larger pellet in the same geometry without checking φ, η, and ΔP.

Read the full file on GitHub · 282 lines

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. 4d ago First seen · 282 lines · 87 tokens per session scan A 9371950aa3f3

Subscribe to this mod's changes

catalysis-engineer is an agent published in the GitHub repository K-Dense-AI/scientific-agents (168 stars, last pushed 19d ago), licensed MIT. It adds 87 tokens to every session and 4,298 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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