Podc Experiments
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when building the evidence for an ACM PODC paper — where "evidence" is a proof, not a benchmark.
A skill your agent uses when stress-testing NeurIPS experimental evidence, including baselines, ablations, data splits, compute, negative results, real-world use, and claim-to-evidence calibration.
Install Neurips Experiments
$ npx skills add franklee16/academic-research-skills --skill neurips-experiments -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills neurips-experiments --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/NeurIPS-Skills/skills/neurips-experiments .claude/skills/neurips-experiments && 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 "neurips-experiments" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-experiments into .claude/skills/neurips-experiments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neurips-experiments", 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/NeurIPS-Skills/skills/neurips-experimentsType 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 neurips-experiments -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills neurips-experiments --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/NeurIPS-Skills/skills/neurips-experiments .agents/skills/neurips-experiments && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "neurips-experiments" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-experiments into .agents/skills/neurips-experiments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neurips-experiments", 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 neurips-experiments -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills neurips-experiments --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/NeurIPS-Skills/skills/neurips-experiments .cursor/skills/neurips-experiments && 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 "neurips-experiments" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-experiments into .cursor/skills/neurips-experiments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neurips-experiments", 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/NeurIPS-Skills/skills/neurips-experiments--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 neurips-experiments -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills neurips-experiments --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/NeurIPS-Skills/skills/neurips-experiments .gemini/skills/neurips-experiments && 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 "neurips-experiments" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-experiments into .gemini/skills/neurips-experiments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neurips-experiments", 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 neurips-experimentsInstalls 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 neurips-experiments -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/NeurIPS-Skills/skills/neurips-experiments .github/skills/neurips-experiments && 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 "neurips-experiments" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-experiments into .github/skills/neurips-experiments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neurips-experiments", 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 neurips-experiments -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 neurips-experiments --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/NeurIPS-Skills/skills/neurips-experiments .opencode/skills/neurips-experiments && 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 "neurips-experiments" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-experiments into .opencode/skills/neurips-experiments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neurips-experiments", 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
neurips-experiments- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~465 tokens
- SKILL.md length
- 184 words
- Files
- 1
- Skills in repo
- 1,616
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when stress-testing NeurIPS experimental evidence, including baselines, ablations, data splits, compute, negative results, real-world use, and claim-to-evidence calibration.
- Stress-testing NeurIPS experimental evidence
- SKILL.md covers Experiment audit, Rebuttal-ready evidence and Output format
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Including baselines
What it does
Neurips Experiments is an agent skill from franklee16/academic-research-skills. Use when stress-testing NeurIPS experimental evidence, including baselines, ablations, data splits, compute, negative results, real-world use, and claim-to-evidence calibration.
Its SKILL.md is about 470 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 Testing & QA, covering Load testing and Performance reviews. 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
- Stress-testing NeurIPS experimental evidence
- Including baselines
- Negative results
- Claim-to-evidence calibration
Example prompts
- “/neurips-experiments”
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
Neurips Experiments loads about 465 tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 184 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 184 words (~465 tokens).
“Use this skill before submission or rebuttal when the main question is whether the evidence supports the NeurIPS claim. It is not enough to win a leaderboard; reviewers need to know why the result is scientifically meaningful.”
- name
- neurips-experiments
Files
Just SKILL.md in Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-experiments 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
Neurips Experiments 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 |
|---|---|---|---|---|---|---|
| Neurips Experiments this skillfranklee16/academic-research-skills | 223 | 1 repos | ~465 | Automated safety check: Pass | None | |
| Podc Experimentsbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Thinking Partnermattnowdev/thinking-partner | 206 | — | ~4.4k | Automated safety check: Pass | MIT | |
| Risk AnalyzerCoWork-OS/CoWork-OS | 473 | — | ~779 | Automated safety check: Pass | MIT | |
| The Promotion Committeemohitagw15856/pm-claude-skills | 1.4k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Writing Livekit Scenarioslivekit-examples/agent-starter-python | 264 | 1 repos | ~2.5k | Automated safety check: Pass | MIT |
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Creates and maintains the scenarios a LiveKit agent simulation runs, and wires the agent to consume them.
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Related
Categories
Questions about Neurips Experiments
What does Neurips Experiments do?
A skill your agent uses when stress-testing NeurIPS experimental evidence, including baselines, ablations, data splits, compute, negative results, real-world use, and claim-to-evidence calibration. Neurips Experiments is an agent skill from franklee16/academic-research-skills. Use when stress-testing NeurIPS experimental evidence, including baselines, ablations, data splits, compute, negative results, real-world use, and claim-to-evidence calibration.
When should I use Neurips Experiments?
Neurips Experiments fits situations like: stress-testing NeurIPS experimental evidence; including baselines; negative results; claim-to-evidence calibration.
How do I install Neurips Experiments in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill neurips-experiments -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-experiments in franklee16/academic-research-skills) into .claude/skills/neurips-experiments in your project. Claude Code loads it when a task matches its description.
How do I install Neurips Experiments in Codex?
Run `npx skills add franklee16/academic-research-skills --skill neurips-experiments -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-experiments in franklee16/academic-research-skills) into .agents/skills/neurips-experiments in your project. Codex loads it when a task matches its description.
Can I use Neurips Experiments 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 neurips-experiments -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/neurips-experiments, .gemini/skills/neurips-experiments, .github/skills/neurips-experiments and .opencode/skills/neurips-experiments in your project.
What does Neurips Experiments need to run?
SKILL.md names no scripts, command-line tools or credentials: Neurips Experiments is instructions for the agent only.
Does Neurips Experiments 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 Neurips Experiments 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 Neurips Experiments use?
No licence was found for Neurips Experiments or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Neurips Experiments use?
About 465 tokens (SKILL.md is roughly 1.9k 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 Neurips Experiments?
Skills that share tags, products or a category with Neurips Experiments: Podc Experiments (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Thinking Partner (mattnowdev/thinking-partner, 206 stars), Risk Analyzer (CoWork-OS/CoWork-OS, 473 stars) and The Promotion Committee (mohitagw15856/pm-claude-skills, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Neurips Experiments?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 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.