Agent skill

Ijoc Review Process

by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when calibrating expectations for the INFORMS Journal on Computing (IJOC) review cycle — the Area-Editor desk-reject gate, the undisclosed associate editor, single-blind…

MITAuto-check passed

Install Ijoc Review Process

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ijoc-review-process -a claude-code

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

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills ijoc-review-process --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/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process .claude/skills/ijoc-review-process && 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/

Paste into Claude Code

Install the "ijoc-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process into .claude/skills/ijoc-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijoc-review-process", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ijoc-review-process -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills ijoc-review-process --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process .agents/skills/ijoc-review-process && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "ijoc-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process into .agents/skills/ijoc-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijoc-review-process", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ijoc-review-process -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills ijoc-review-process --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process .cursor/skills/ijoc-review-process && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "ijoc-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process into .cursor/skills/ijoc-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijoc-review-process", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ijoc-review-process -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills ijoc-review-process --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process .gemini/skills/ijoc-review-process && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "ijoc-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process into .gemini/skills/ijoc-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijoc-review-process", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills ijoc-review-process

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ijoc-review-process -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process .github/skills/ijoc-review-process && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "ijoc-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process into .github/skills/ijoc-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijoc-review-process", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ijoc-review-process -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills ijoc-review-process --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process .opencode/skills/ijoc-review-process && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "ijoc-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process into .opencode/skills/ijoc-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijoc-review-process", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: ijoc-review-process
GitHub stars: 1.2k
Token cost: ~1.2k tokens
SKILL.md length: 562 words
Files: 1
Skills in repo: 2,387
Repo updated: Sep 27, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

A skill your agent uses when calibrating expectations for the INFORMS Journal on Computing (IJOC) review cycle — the Area-Editor desk-reject gate, the undisclosed associate editor, single-blind…

Works in 4 steps: Area-Editor suitability gate. Your… → Associate-editor handling — blind to… → Single-blind refereeing. Reviewers see… → …
Calibrating expectations for the INFORMS Journal on Computing (IJOC) review cycle — the Area-Editor desk-reject gate
SKILL.md covers When to trigger, How the IJOC pipeline actually…, Reading an IJOC decision letter and Sibling fit after a hard round, plus 3 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ijoc Review Process is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when calibrating expectations for the INFORMS Journal on Computing (IJOC) review cycle — the Area-Editor desk-reject gate, the undisclosed associate editor, single-blind reviewing, decision types, and whether a sibling journal fits better. Sets expectations and strategy; it does not draft the rebuttal (see ijoc-rebuttal).

Its SKILL.md is about 1.2k 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

Calibrating expectations for the INFORMS Journal on Computing (IJOC) review cycle — the Area-Editor desk-reject gate
The undisclosed associate editor
Single-blind reviewing
Whether a sibling journal fits better

Example prompts

“/ijoc-review-process”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

Area-Editor suitability gate. Your chosen technical area routes the paper to an Area Editor who first judges fit. Roughly 40% are…
Associate-editor handling — blind to you. Survivors are assigned an associate editor who manages the review and whose identity is never…
Single-blind refereeing. Reviewers see your names; you do not see theirs. Reviewers are typically active researchers in your area who will…
Decision. Outcomes are the usual reject / major revision / minor revision / accept. A major revision on a computational paper often means…

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

Ijoc Review Process loads about 1.2k tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 562 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~87
When it runs · the whole SKILL.md, loaded when a task matches: ~1.2k

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). 562 words, ~1,210 tokens.

Download SKILL.mdSave it as .claude/skills/ijoc-review-process/SKILL.md (or your agent's skills folder).

name: ijoc-review-process
description: Use when calibrating expectations for the INFORMS Journal on Computing (IJOC) review cycle — the Area-Editor desk-reject gate, the undisclosed associate editor, single-blind reviewing, decision types, and whether a sibling journal fits better. Sets expectations and strategy; it does not draft the rebuttal (see ijoc-rebuttal).

Review Process (ijoc-review-process)

When to trigger

You are about to submit and want to understand the gates and likely timeline
A submission has been silent and you are unsure where it sits in the IJOC pipeline
A decision arrived (reject / major / minor) and you need to read it correctly before responding
You are weighing whether IJOC or a sibling (Operations Research, Management Science, MPC, IJOO) is the better home after a tough first round

How the IJOC pipeline actually works

The cycle has a structure worth planning around (检索于 2026-06；以官网为准):

Area-Editor suitability gate. Your chosen technical area routes the paper to an Area Editor who first judges fit. Roughly 40% are desk-rejected here for being out of scope, computing-light, or mismatched to the area. This gate rewards the ijoc-topic-selection and ijoc-contribution-framing work: an Area Editor who cannot see the computational advance in the abstract and intro will not send it out.
Associate-editor handling — blind to you. Survivors are assigned an associate editor who manages the review and whose identity is never revealed to authors. You cannot tailor a response to "the AE"; write to the report content, not the person.
Single-blind refereeing. Reviewers see your names; you do not see theirs. Reviewers are typically active researchers in your area who will know the current methods and may try to reproduce your results from the deposit — another reason the GitHub artifact must actually run.
Decision. Outcomes are the usual reject / major revision / minor revision / accept. A major revision on a computational paper often means re-running experiments (more instances, fairer baselines, more seeds), not just rewriting.

Reading an IJOC decision letter

Triage every point by what it really demands:

Referee theme	What it usually means	Where to fix
"comparison is unfair / baseline weak"	re-run against the SOTA / current solver, symmetric tuning	`ijoc-data-analysis`
"instances cherry-picked / too small"	full standard set + scaling	`ijoc-data-analysis`
"contribution unclear / incremental"	sharpen the claim and positioning	`ijoc-contribution-framing` / `ijoc-literature-positioning`
"no guarantee / correctness unproven"	add validity/complexity argument	`ijoc-theory-development`
"cannot reproduce"	fix the deposit; align results to scripts	`ijoc-data-analysis`
"out of scope for this area"	re-argue fit, or consider sibling/area change	`ijoc-topic-selection`

Show full SKILL.md (208 more words)Show less

Sibling fit after a hard round

If the recurring objection is "the contribution is the OR model, not the computing," the paper may belong at Operations Research; if it is "this is optimization theory," at INFORMS Journal on Optimization; if it is "pure MP-computation," at Mathematical Programming Computation. Conversely, a strong computational result rejected elsewhere as "too applied/computational" may fit IJOC well. Decide before burning a revision cycle on the wrong venue.

Checklist

Abstract/intro make the computational advance visible to clear the Area-Editor gate
You expect to write to report content, not to a named AE
The deposit runs, in case a referee tries to reproduce it
Each decision-letter point is triaged to the owning skill and classed as re-experiment vs. rewrite
A major revision plan budgets compute time for re-running experiments
The sibling-fit question is answered if scope objections recur

Anti-patterns

Treating the Area-Editor gate as a formality and submitting a computing-light paper
Trying to guess and flatter the (undisclosed) associate editor
Submitting a deposit that does not run, then being surprised by a "cannot reproduce" report
Reading a "major revision" on experiments as a rewrite job and not budgeting compute
Re-submitting to IJOC when the persistent objection says the paper belongs at a sibling

Output format

text

【Journal】INFORMS Journal on Computing
【Skill】ijoc-review-process
【Stage】pre-submit / in-review / decision-received
【Gate read】Area-Editor fit risk; AE undisclosed; single-blind noted
【Decision triage】point → owning skill → re-experiment vs. rewrite
【Compute budget】re-run plan if major revision
【Sibling check】stay IJOC / consider OR / MS / MPC / IJOO
【Next skill】ijoc-rebuttal

Files

Just SKILL.md in INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Ijoc Review Process 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.

Ijoc Review Process compared with similar skills
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Senior Computer Visionalirezarezvani/claude-skills	28k	1 repos	~3.2k	Automated safety check: Pass	MIT	1 mo ago
Informs Journal On Computingfranklee16/academic-research-skills	223	1 repos	~1.5k	Automated safety check: Pass	None	22 days ago
GCP Computesickn33/agentic-awesome-skills	47k	2 repos	~2.6k	Automated safety check: Pass	MIT	yesterday

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Questions about Ijoc Review Process

What does Ijoc Review Process do?

A skill your agent uses when calibrating expectations for the INFORMS Journal on Computing (IJOC) review cycle — the Area-Editor desk-reject gate, the undisclosed associate editor, single-blind…. Ijoc Review Process is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when calibrating expectations for the INFORMS Journal on Computing (IJOC) review cycle — the Area-Editor desk-reject gate, the undisclosed associate editor, single-blind reviewing, decision types, and whether a sibling journal fits better.

When should I use Ijoc Review Process?

Ijoc Review Process fits situations like: calibrating expectations for the INFORMS Journal on Computing (IJOC) review cycle — the Area-Editor desk-reject gate; the undisclosed associate editor; single-blind reviewing; whether a sibling journal fits better.

How do I install Ijoc Review Process in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ijoc-review-process -a claude-code`. Or copy the skill folder (INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/ijoc-review-process in your project. Claude Code loads it when a task matches its description.

How do I install Ijoc Review Process in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ijoc-review-process -a codex`. Or copy the skill folder (INFORMS-Journal-on-Computing-Skills/skills/ijoc-review-process in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/ijoc-review-process in your project. Codex loads it when a task matches its description.

Can I use Ijoc Review Process 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 ijoc-review-process -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ijoc-review-process, .gemini/skills/ijoc-review-process, .github/skills/ijoc-review-process and .opencode/skills/ijoc-review-process in your project.

What does Ijoc Review Process need to run?

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

Does Ijoc Review Process 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 Ijoc Review Process 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 Ijoc Review Process use?

Ijoc Review Process 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 Ijoc Review Process use?

About 1.2k tokens (SKILL.md is roughly 4.8k 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 Ijoc Review Process?

Skills that share tags, products or a category with Ijoc Review Process: Ito Compute (affaan-m/ECC, 276k stars), Senior Computer Vision (davila7/claude-code-templates, 33k stars), Senior Computer Vision (alirezarezvani/claude-skills, 28k stars) and Informs Journal On Computing (franklee16/academic-research-skills, 223 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ijoc Review Process?

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.

Install Ijoc Review Process

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Review Process (ijoc-review-process)

When to trigger

How the IJOC pipeline actually works

Reading an IJOC decision letter

Sibling fit after a hard round

Checklist

Anti-patterns

Output format

Files

Compare with similar skills

Similar skills

More from brycewang-stanford/Awesome-Journal-Skills

Questions about Ijoc Review Process