Scholar Journal
joshzyj/open-scholar-skill
Format, select, and prepare a manuscript for journal submission.
A skill your agent uses when strengthening IJCAI or IJCAI-ECAI reproducibility evidence for theory, algorithms, datasets, and computational experiments under the official…
Install Ijcai Reproducibility
$ npx skills add franklee16/academic-research-skills --skill ijcai-reproducibility -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills ijcai-reproducibility --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility .claude/skills/ijcai-reproducibility && rm -rf skills-srcUse ~/.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/
Install the "ijcai-reproducibility" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility into .claude/skills/ijcai-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijcai-reproducibility", 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 install https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibilityType 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.
$ npx skills add franklee16/academic-research-skills --skill ijcai-reproducibility -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills ijcai-reproducibility --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility .agents/skills/ijcai-reproducibility && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ijcai-reproducibility" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility into .agents/skills/ijcai-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijcai-reproducibility", 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.
$ npx skills add franklee16/academic-research-skills --skill ijcai-reproducibility -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills ijcai-reproducibility --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility .cursor/skills/ijcai-reproducibility && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ijcai-reproducibility" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility into .cursor/skills/ijcai-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijcai-reproducibility", 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 https://github.com/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add franklee16/academic-research-skills --skill ijcai-reproducibility -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills ijcai-reproducibility --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility .gemini/skills/ijcai-reproducibility && rm -rf skills-srcUse ~/.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/
Install the "ijcai-reproducibility" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility into .gemini/skills/ijcai-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijcai-reproducibility", 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.
$ gh skill install franklee16/academic-research-skills ijcai-reproducibilityInstalls 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).
$ npx skills add franklee16/academic-research-skills --skill ijcai-reproducibility -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility .github/skills/ijcai-reproducibility && rm -rf skills-srcUse ~/.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/
Install the "ijcai-reproducibility" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility into .github/skills/ijcai-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijcai-reproducibility", 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.
$ npx skills add franklee16/academic-research-skills --skill ijcai-reproducibility -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills ijcai-reproducibility --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility .opencode/skills/ijcai-reproducibility && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ijcai-reproducibility" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility into .opencode/skills/ijcai-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ijcai-reproducibility", 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
ijcai-reproducibility- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~400 tokens
- SKILL.md length
- 136 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when strengthening IJCAI or IJCAI-ECAI reproducibility evidence for theory, algorithms, datasets, and computational experiments under the official…
- Strengthening IJCAI
- SKILL.md covers Evidence map and Output format
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- IJCAI-ECAI reproducibility evidence for theory
What it does
Ijcai Reproducibility is an agent skill from franklee16/academic-research-skills. Use when strengthening IJCAI or IJCAI-ECAI reproducibility evidence for theory, algorithms, datasets, and computational experiments under the official convincing/credible/irreproducible reviewer rubric and optional reproducibility-section guidance.
Its SKILL.md is about 400 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Reproducible research and Quizzes and assessments. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Strengthening IJCAI
- IJCAI-ECAI reproducibility evidence for theory
Example prompts
- “/ijcai-reproducibility”
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. 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
Ijcai Reproducibility loads about 400 tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 136 words of instructions outside code blocks.
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 136 words (~400 tokens).
“Use this before submission and again before camera-ready. Reopen the current reproducibility page; IJCAI's rubric and checklist can change.”
- name
- ijcai-reproducibility
Files
Just SKILL.md in Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Ijcai Reproducibility 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ijcai Reproducibility this skillfranklee16/academic-research-skills | 223 | 1 repos | ~400 | Automated safety check: Pass | None | |
| Scholar Journaljoshzyj/open-scholar-skill | 168 | — | ~15k | Automated safety check: Pass | Custom licence | |
| Hypothesis Gengaasher/Agent-Loop-Skills | 174 | — | ~2.6k | Automated safety check: Pass | MIT | |
| Scientific Figuregaasher/Agent-Loop-Skills | 174 | — | ~3.8k | Automated safety check: Pass | MIT | |
| Modeling Code and Result Contractsyushui2022/MathModel-Skill | 454 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Meta-model-agent Math Modeling PipelineWuXinbo-bo/Math-model-skills | 111 | — | ~2.3k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Ijcai Reproducibility
What does Ijcai Reproducibility do?
A skill your agent uses when strengthening IJCAI or IJCAI-ECAI reproducibility evidence for theory, algorithms, datasets, and computational experiments under the official…. Ijcai Reproducibility is an agent skill from franklee16/academic-research-skills. Use when strengthening IJCAI or IJCAI-ECAI reproducibility evidence for theory, algorithms, datasets, and computational experiments under the official convincing/credible/irreproducible reviewer rubric and optional reproducibility-section guidance.
When should I use Ijcai Reproducibility?
Ijcai Reproducibility fits situations like: strengthening IJCAI; IJCAI-ECAI reproducibility evidence for theory.
How do I install Ijcai Reproducibility in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill ijcai-reproducibility -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility in franklee16/academic-research-skills) into .claude/skills/ijcai-reproducibility in your project. Claude Code loads it when a task matches its description.
How do I install Ijcai Reproducibility in Codex?
Run `npx skills add franklee16/academic-research-skills --skill ijcai-reproducibility -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/IJCAI-Skills/skills/ijcai-reproducibility in franklee16/academic-research-skills) into .agents/skills/ijcai-reproducibility in your project. Codex loads it when a task matches its description.
Can I use Ijcai Reproducibility 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 franklee16/academic-research-skills --skill ijcai-reproducibility -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ijcai-reproducibility, .gemini/skills/ijcai-reproducibility, .github/skills/ijcai-reproducibility and .opencode/skills/ijcai-reproducibility in your project.
What does Ijcai Reproducibility need to run?
SKILL.md names no scripts, command-line tools or credentials: Ijcai Reproducibility is instructions for the agent only.
Does Ijcai Reproducibility 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 Ijcai Reproducibility 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 Ijcai Reproducibility use?
No licence was found for Ijcai Reproducibility or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Ijcai Reproducibility use?
About 400 tokens (SKILL.md is roughly 1.6k 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 Ijcai Reproducibility?
Skills that share tags, products or a category with Ijcai Reproducibility: Scholar Journal (joshzyj/open-scholar-skill, 168 stars), Hypothesis Gen (gaasher/Agent-Loop-Skills, 174 stars), Scientific Figure (gaasher/Agent-Loop-Skills, 174 stars) and Modeling Code and Result Contracts (yushui2022/MathModel-Skill, 454 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ijcai Reproducibility?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.