Icml Writing Style
franklee16/academic-research-skills
A skill your agent uses when rewriting a machine-learning paper for ICML-style claims, 8-page clarity, soundness/originality/significance framing, impact statement, lay-summary readiness, and…
A skill your agent uses when rewriting a machine-learning paper for NeurIPS-style contribution framing, calibrated claims, contribution-type alignment, limitations, broader-impact prose, and…
Install Neurips Writing Style
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill neurips-writing-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills neurips-writing-style --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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/NeurIPS-Skills/skills/neurips-writing-style .claude/skills/neurips-writing-style && 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-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/NeurIPS-Skills/skills/neurips-writing-style into .claude/skills/neurips-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neurips-writing-style", 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/brycewang-stanford/Awesome-Journal-Skills/tree/main/NeurIPS-Skills/skills/neurips-writing-styleType 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 brycewang-stanford/Awesome-Journal-Skills --skill neurips-writing-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills neurips-writing-style --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/NeurIPS-Skills/skills/neurips-writing-style .agents/skills/neurips-writing-style && 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-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/NeurIPS-Skills/skills/neurips-writing-style into .agents/skills/neurips-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neurips-writing-style", 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 brycewang-stanford/Awesome-Journal-Skills --skill neurips-writing-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills neurips-writing-style --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/NeurIPS-Skills/skills/neurips-writing-style .cursor/skills/neurips-writing-style && 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-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/NeurIPS-Skills/skills/neurips-writing-style into .cursor/skills/neurips-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neurips-writing-style", 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/brycewang-stanford/Awesome-Journal-Skills.git --path NeurIPS-Skills/skills/neurips-writing-style--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 brycewang-stanford/Awesome-Journal-Skills --skill neurips-writing-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills neurips-writing-style --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/NeurIPS-Skills/skills/neurips-writing-style .gemini/skills/neurips-writing-style && 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-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/NeurIPS-Skills/skills/neurips-writing-style into .gemini/skills/neurips-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neurips-writing-style", 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 brycewang-stanford/Awesome-Journal-Skills neurips-writing-styleInstalls 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 brycewang-stanford/Awesome-Journal-Skills --skill neurips-writing-style -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/NeurIPS-Skills/skills/neurips-writing-style .github/skills/neurips-writing-style && 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-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/NeurIPS-Skills/skills/neurips-writing-style into .github/skills/neurips-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neurips-writing-style", 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 brycewang-stanford/Awesome-Journal-Skills --skill neurips-writing-style -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills neurips-writing-style --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/NeurIPS-Skills/skills/neurips-writing-style .opencode/skills/neurips-writing-style && 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-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/NeurIPS-Skills/skills/neurips-writing-style into .opencode/skills/neurips-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neurips-writing-style", 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-writing-style- GitHub stars
- 1.2k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 518 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when rewriting a machine-learning paper for NeurIPS-style contribution framing, calibrated claims, contribution-type alignment, limitations, broader-impact prose, and…
- Works in 5 steps: Name the problem and why current ML… → Identify the specific gap in method,… → State the contribution type and why it… → …
- Rewriting a machine-learning paper for NeurIPS-style contribution framing
- SKILL.md covers Introduction pattern, Style rules, Write so the prose pre-answers… and Reviewer-pushback rewrites, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Neurips Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when rewriting a machine-learning paper for NeurIPS-style contribution framing, calibrated claims, contribution-type alignment, limitations, broader-impact prose, and language that pre-fills the mandatory NeurIPS Paper Checklist, for either the main track or the Datasets & Benchmarks track.
Its SKILL.md is about 1.1k 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 Writing & Content, covering Brand voice and tone and Machine learning. 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
- Rewriting a machine-learning paper for NeurIPS-style contribution framing
- Calibrated claims
- Contribution-type alignment
- Broader-impact prose
Example prompts
- “/neurips-writing-style”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Name the problem and why current ML practice cannot solve it.
- Identify the specific gap in method, theory, data, evaluation, system, or understanding.
- State the contribution type and why it fits NeurIPS.
- Preview the evidence that supports the claim.
- Bound the claim with limitations, assumptions, or failure modes.
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
Neurips Writing Style loads about 1.1k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 518 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
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 518 words, ~1,079 tokens.
Download SKILL.mdSave it as
.claude/skills/neurips-writing-style/SKILL.md (or your agent's skills folder).- name
- neurips-writing-style
- description
- Use when rewriting a machine-learning paper for NeurIPS-style contribution framing, calibrated claims, contribution-type alignment, limitations, broader-impact prose, and language that pre-fills the mandatory NeurIPS Paper Checklist, for either the main track or the Datasets & Benchmarks track.
NeurIPS Writing Style
NeurIPS writing must make a technical contribution legible to reviewers outside the authors' exact subfield. Good style is precise, evidence-calibrated, and checklist-aware.
Introduction pattern
- Name the problem and why current ML practice cannot solve it.
- Identify the specific gap in method, theory, data, evaluation, system, or understanding.
- State the contribution type and why it fits NeurIPS.
- Preview the evidence that supports the claim.
- Bound the claim with limitations, assumptions, or failure modes.
Style rules
- Prefer falsifiable claims over broad adjectives.
- Tie every headline result to a baseline, dataset, theorem, ablation, or user/deployment context.
- Use "we show" only when the paper actually proves or demonstrates the claim.
- Do not bury limitations; NeurIPS reviewers are instructed to reward honest limitation reporting.
- Avoid "state of the art" unless the comparison set, metric, and time boundary are explicit.
- Document non-standard agent or LLM use in the method when it is part of the research procedure.
Write so the prose pre-answers the checklist
The mandatory NeurIPS Paper Checklist asks each "yes" answer to point at where the paper supports it. Treat checklist items as a prose target, not a postscript: every "yes" should already have a sentence reviewers can find. Drafting against these anchors removes most "claim broader than evidence" comments before review.
| Checklist theme | Sentence the body should already contain |
|---|---|
| Claims match results | "We show X under assumptions A; we do not claim X holds when B." |
| Limitations | a labeled limitations paragraph naming failure modes and unscaled regimes |
| Theory assumptions | each theorem states its assumptions and forward-references the proof |
| Reproducibility | one sentence pointing at code, configs, seeds, and compute |
| Broader impact | concrete, non-boilerplate discussion of misuse or societal effect, not "no impact" |
| Datasets & Benchmarks | provenance, license, consent, and intended-use sentences for any released data |
The broader-impact statement is a NeurIPS norm, not a generic ethics paragraph: hedge to the current year's checklist for exact wording and required placement.
Show full SKILL.md (196 more words)Show less
Reviewer-pushback rewrites
| Reviewer comment | Root cause in prose | NeurIPS-specific fix |
|---|---|---|
| "Claims exceed evidence" | adjectives where a baseline should be | scope the claim to the tested regime; cite the table |
| "Where is the limitation?" | limitations hidden or absent | a visible labeled paragraph reviewers can reward |
| "Impact statement is boilerplate" | generic "no societal impact" | a specific misuse/benefit tied to this method or dataset |
| "Contribution type unclear" | intro reads as generic ML | name the declared type and what evidence it demands |
| "Novelty over a topic, not a mechanism" | abstract sells a label | state the technical delta against the closest method |
Worked vignette: a new optimizer paper
A paper proposes a curvature-aware optimizer and writes "our method achieves state-of-the-art on language modeling." A NeurIPS reviewer reads this as an unbounded claim. Rewrite as: "On three autoregressive benchmarks at the 1B-parameter scale, our optimizer reaches the validation loss of tuned AdamW in 30% fewer steps; we do not test beyond 1B or on vision, and the gain narrows under aggressive learning-rate schedules (Appendix C)." The rewrite names the comparison set, the scale boundary, the failure regime, and forward-references evidence, pre-answering the claims-match-results and limitations checklist items in one move.
Rewrite output
[Claim before] <original claim>
[Claim after] <NeurIPS-calibrated claim>
[Evidence anchor] <experiment/proof/ablation/dataset/checklist>
[Limitation sentence] <plain limitation text>
[Reviewer concern reduced] <novelty/clarity/significance/reproducibility/ethics>© 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 NeurIPS-Skills/skills/neurips-writing-style of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Neurips Writing Style 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 Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Icml Writing Stylefranklee16/academic-research-skills | 223 | 1 repos | ~410 | Automated safety check: Pass | None | |
| Amj Writing Stylefranklee16/academic-research-skills | 223 | 1 repos | ~1.2k | Automated safety check: Pass | None | |
| Amr Writing Stylefranklee16/academic-research-skills | 223 | 1 repos | ~1.3k | Automated safety check: Pass | None | |
| Jbes Writing Stylefranklee16/academic-research-skills | 223 | 1 repos | ~894 | Automated safety check: Pass | None | |
| Jmr Writing Stylefranklee16/academic-research-skills | 223 | 1 repos | ~868 | Automated safety check: Pass | None |
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Categories
Questions about Neurips Writing Style
What does Neurips Writing Style do?
A skill your agent uses when rewriting a machine-learning paper for NeurIPS-style contribution framing, calibrated claims, contribution-type alignment, limitations, broader-impact prose, and…. Neurips Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when rewriting a machine-learning paper for NeurIPS-style contribution framing, calibrated claims, contribution-type alignment, limitations, broader-impact prose, and language that pre-fills the mandatory NeurIPS Paper Checklist, for either the main track or the Datasets & Benchmarks track.
When should I use Neurips Writing Style?
Neurips Writing Style fits situations like: rewriting a machine-learning paper for NeurIPS-style contribution framing; calibrated claims; contribution-type alignment; broader-impact prose.
How do I install Neurips Writing Style in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill neurips-writing-style -a claude-code`. Or copy the skill folder (NeurIPS-Skills/skills/neurips-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/neurips-writing-style in your project. Claude Code loads it when a task matches its description.
How do I install Neurips Writing Style in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill neurips-writing-style -a codex`. Or copy the skill folder (NeurIPS-Skills/skills/neurips-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/neurips-writing-style in your project. Codex loads it when a task matches its description.
Can I use Neurips Writing Style 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 neurips-writing-style -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-writing-style, .gemini/skills/neurips-writing-style, .github/skills/neurips-writing-style and .opencode/skills/neurips-writing-style in your project.
What does Neurips Writing Style need to run?
SKILL.md names no scripts, command-line tools or credentials: Neurips Writing Style is instructions for the agent only.
Does Neurips Writing Style 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 Writing Style 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 Writing Style use?
Neurips Writing Style 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 Neurips Writing Style use?
About 1.1k tokens (SKILL.md is roughly 4.3k 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 Writing Style?
Skills that share tags, products or a category with Neurips Writing Style: Icml Writing Style (franklee16/academic-research-skills, 223 stars), Amj Writing Style (franklee16/academic-research-skills, 223 stars), Amr Writing Style (franklee16/academic-research-skills, 223 stars) and Jbes Writing Style (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 Neurips Writing Style?
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.