A skill your agent uses when targeting AIChE Journal or deciding whether a chemical-engineering manuscript fits this venue.

MITAuto-check passed

Install Aiche Journal

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aiche-journal -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aiche-journal --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Engineering-Technology-Journal-Skills/skills/aiche-journal .claude/skills/aiche-journal && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
aiche-journal
GitHub stars
1.2k
Token cost
~1.9k tokens
SKILL.md length
775 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when targeting AIChE Journal or deciding whether a chemical-engineering manuscript fits this venue.

  • Targeting AIChE Journal
  • SKILL.md covers Journal positioning, When to trigger, Scope & topic fit and Method & evidence bar, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Deciding whether a chemical-engineering manuscript fits this venue

What it does

Aiche Journal is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when targeting AIChE Journal or deciding whether a chemical-engineering manuscript fits this venue. Encodes the journal's fit, the fundamental-and-generalizable contribution bar, modeling-plus-experiment rigor, house style, the fundamentals-vs-applied routing, official-submission re-check, and desk-reject heuristics.

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.

When your agent uses it

  • Targeting AIChE Journal
  • Deciding whether a chemical-engineering manuscript fits this venue

Example prompts

  • “/aiche-journal”

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Aiche Journal loads about 1.9k tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 775 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~84
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 775 words, ~1,909 tokens.

Download SKILL.mdSave it as .claude/skills/aiche-journal/SKILL.md (or your agent's skills folder).
name
aiche-journal
description
Use when targeting AIChE Journal or deciding whether a chemical-engineering manuscript fits this venue. Encodes the journal's fit, the fundamental-and-generalizable contribution bar, modeling-plus-experiment rigor, house style, the fundamentals-vs-applied routing, official-submission re-check, and desk-reject heuristics.

AIChE Journal (aiche-journal)

Journal positioning

AIChE Journal is the flagship archival journal of the American Institute of Chemical Engineers, publishing fundamental, generalizable chemical-engineering science: transport phenomena, thermodynamics, reaction engineering and kinetics, separations, interfacial and colloidal phenomena, and process systems engineering. Its center of gravity is the principle, not the product — a paper earns space when it advances the understanding of a chemical-engineering phenomenon in a way that transfers beyond the specific system studied. Application case studies that optimize one process, or materials papers where the chemical-engineering science is incidental, are a weak fit and read better at a more applied venue. This skill is a fit / venue-selection / re-framing tool. It does not replace the journal's current official author guidelines. Before submitting, re-check the live AIChE Journal author guidelines on the Wiley site.

When to trigger

  • The author names AIChE Journal for a transport, thermodynamics, reaction-engineering, separations, or process-systems manuscript and wants a fit/framing check.
  • A paper must be re-framed from "we built/optimized this process" into a generalizable chemical-engineering principle with predictive reach.
  • The author is choosing between AIChE Journal's fundamentals bar and the more applied chemical-engineering-journal.
  • The author needs AIChE Journal's modeling-and-experiment rigor bar and desk-reject heuristics.

Scope & topic fit

  • Transport phenomena: momentum/heat/mass transfer, multiphase flow, mixing, and interfacial transport with new theory, correlation, or mechanism.
  • Thermodynamics and molecular engineering: equations of state, phase equilibria, electrolyte and complex-fluid thermodynamics, and predictive property modeling.
  • Reaction engineering and kinetics: reactor design and analysis, catalytic kinetics, multiscale reaction–transport coupling, and intensified reactors.
  • Separations: distillation, absorption, extraction, adsorption, and membrane separations where the advance is in mechanism, modeling, or generalizable design.
  • Interfacial, colloidal, and particle science; population-balance and complex-fluid behavior tied to chemical-engineering phenomena.
  • Process systems engineering: modeling, optimization, control, and design at the systems level when the methodological contribution generalizes.

Method & evidence bar

  • The central claim is a fundamental, transferable result — a model, mechanism, or scaling — validated against experiment or rigorous simulation, not a tuned outcome for a single feedstock or unit.
  • Models must be physically grounded, with stated assumptions, dimensional consistency, and validation against independent data; a fitted correlation with no mechanistic basis is usually insufficient.
  • Experimental work must report conditions, uncertainties, and reproducibility in enough detail to reproduce the measurement and the regime of validity.
  • Generality is demonstrated, not asserted: show that the result holds across a parameter range, dimensionless regime, or system class — not at one operating point.
  • Compare to the correct prior models/correlations and state precisely what is new (wider regime, fewer assumptions, better predictive accuracy).

Structure & house style

  • Standard research-article structure (introduction, theory/methods, results, discussion); AIChE Journal publishes full archival articles and shorter formats — re-check current article types on the live guide.
  • The introduction frames the chemical-engineering-science gap and the phenomenon being explained, not the application target; the discussion makes the generality/validity argument explicit.
  • Equations and dimensionless groups are load-bearing; define all symbols, give a nomenclature section per house style, and keep notation consistent.
  • Figures pair model predictions with experimental/simulation data and show error bars and regimes of validity; supporting information carries extended derivations and full datasets.
Show full SKILL.md (266 more words)Show less

Official-submission checklist

  • Before giving submission-ready advice, read ../../resources/source-basis.md and ../../resources/official-source-map.md; start from the Wiley anchors, then cite the current AIChE Journal author-guidelines page you checked.
  • Search the live site for "AIChE Journal author guidelines" and follow the current Wiley/submission-system version.
  • Re-check article types, length/figure expectations, and the nomenclature/SI-units formatting conventions.
  • Confirm data-availability, supporting-information, and any code/model-sharing expectations.
  • Re-check ORCID, competing-interests, funding, author-contribution (CRediT), and AI-use disclosure requirements.
  • If the live official instructions conflict with this skill, the official instructions win.

Pre-submission self-check

  • The contribution is a fundamental, generalizable chemical-engineering result — not a one-process optimization.
  • Models are physically grounded with stated assumptions and validated against independent data.
  • Generality is demonstrated across a parameter range / dimensionless regime, not at one operating point.
  • Experimental conditions, uncertainties, and reproducibility are fully reported.
  • Novelty is pinned to specific prior models/correlations (wider regime / fewer assumptions / better accuracy).
  • Nomenclature, units, and notation follow house style and are internally consistent.

Common desk-reject triggers

  • Single-process optimization or case study with no transferable chemical-engineering principle.
  • Empirical correlation fitted to one dataset with no mechanistic basis or validation regime.
  • Materials-synthesis paper where the chemical-engineering science is incidental to the material.
  • Simulation-only study with no experimental anchor or testable prediction.
  • Application-domain framing (a specific product/plant) where the science does not generalize.
  • Scope mismatch: a pure chemistry, pure materials, or pure controls paper using CE only as a label.

Re-routing decision

  • Applied/materials-heavy chemical engineering with environmental/energy emphasis → chemical-engineering-journal.
  • Membrane materials and transport as the core → journal-of-membrane-science.
  • Systems-level energy conversion / techno-economic scope → applied-energy.
  • Combustion or energy review synthesis → progress-in-energy-and-combustion-science.
  • Catalysis as a chemistry/mechanism advance over CE design → nature-catalysis.

Output format

text
[Fit] High / Medium / Low (one-line reason)
[Target] AIChE Journal
[Topic tags] <2–3 closest CE subtopics>
[Fundamental claim] <the generalizable transport/thermo/reaction/separation principle in one line>
[Method/evidence] <does model + experiment clear the fundamentals + validation bar?>
[Generality] <range/regime over which the result is shown to hold>
[Top risk] <the single most likely reason for rejection>
[Official items to re-check] <article type / nomenclature / data policy / disclosures>
[Re-route suggestion] <if not a fit, a better-matched venue>

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in Engineering-Technology-Journal-Skills/skills/aiche-journal of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Aiche Journal next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Aiche Journal compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Aiche Journal this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.9kAutomated safety check: PassMIT
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Implementing Mimecast Targeted Attack Protectionmukul975/Anthropic-Cybersecurity-Skills34k—~1.8kAutomated safety check: PassApache-2.0
Target Journalbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~1.1kAutomated safety check: PassCustom licence
Workflow Score To TargetMengTo/Skills6.7k—~1.3kAutomated safety check: PassMIT
Open Targets DBaipoch/medical-research-skills1.9k—~1.6kAutomated safety check: PassMIT

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Questions about Aiche Journal

What does Aiche Journal do?

A skill your agent uses when targeting AIChE Journal or deciding whether a chemical-engineering manuscript fits this venue. Aiche Journal is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when targeting AIChE Journal or deciding whether a chemical-engineering manuscript fits this venue.

When should I use Aiche Journal?

Aiche Journal fits situations like: targeting AIChE Journal; deciding whether a chemical-engineering manuscript fits this venue.

How do I install Aiche Journal in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aiche-journal -a claude-code`. Or copy the skill folder (Engineering-Technology-Journal-Skills/skills/aiche-journal in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/aiche-journal in your project. Claude Code loads it when a task matches its description.

How do I install Aiche Journal in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aiche-journal -a codex`. Or copy the skill folder (Engineering-Technology-Journal-Skills/skills/aiche-journal in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/aiche-journal in your project. Codex loads it when a task matches its description.

Can I use Aiche Journal in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aiche-journal -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aiche-journal, .gemini/skills/aiche-journal, .github/skills/aiche-journal and .opencode/skills/aiche-journal in your project.

What does Aiche Journal need to run?

SKILL.md names no scripts, command-line tools or credentials: Aiche Journal is instructions for the agent only.

Does Aiche Journal access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Aiche Journal safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Aiche Journal use?

Aiche Journal is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Aiche Journal use?

About 1.9k tokens (SKILL.md is roughly 7.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Aiche Journal?

Skills that share tags, products or a category with Aiche Journal: Touch Targets (thedaviddias/Front-End-Checklist, 74k stars), Implementing Mimecast Targeted Attack Protection (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Target Journal (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars) and Workflow Score To Target (MengTo/Skills, 6.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Aiche Journal?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.