G2
brycewang-stanford/Auto-Empirical-Research-Skills
Publication Specialist - Writing, Review, Pre-registration & Quality Assurance Light VS applied: Avoids template-based writing + audience-specific message design Absorbed G3 (Peer Review…
A skill your agent uses when revising an AAAI manuscript for broad-AI-audience fit, a first-page contribution statement legible to non-specialist Phase-1 reviewers, two-column readability, concise…
Install Aaai Writing Style
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aaai-writing-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aaai-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/AAAI-Skills/skills/aaai-writing-style .claude/skills/aaai-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 "aaai-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AAAI-Skills/skills/aaai-writing-style into .claude/skills/aaai-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aaai-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/AAAI-Skills/skills/aaai-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 aaai-writing-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aaai-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/AAAI-Skills/skills/aaai-writing-style .agents/skills/aaai-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 "aaai-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AAAI-Skills/skills/aaai-writing-style into .agents/skills/aaai-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aaai-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 aaai-writing-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aaai-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/AAAI-Skills/skills/aaai-writing-style .cursor/skills/aaai-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 "aaai-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AAAI-Skills/skills/aaai-writing-style into .cursor/skills/aaai-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aaai-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 AAAI-Skills/skills/aaai-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 aaai-writing-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aaai-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/AAAI-Skills/skills/aaai-writing-style .gemini/skills/aaai-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 "aaai-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AAAI-Skills/skills/aaai-writing-style into .gemini/skills/aaai-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aaai-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 aaai-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 aaai-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/AAAI-Skills/skills/aaai-writing-style .github/skills/aaai-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 "aaai-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AAAI-Skills/skills/aaai-writing-style into .github/skills/aaai-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aaai-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 aaai-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 aaai-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/AAAI-Skills/skills/aaai-writing-style .opencode/skills/aaai-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 "aaai-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AAAI-Skills/skills/aaai-writing-style into .opencode/skills/aaai-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aaai-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
aaai-writing-style- GitHub stars
- 1.2k
- Token cost
- ~835 tokens
- SKILL.md length
- 388 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when revising an AAAI manuscript for broad-AI-audience fit, a first-page contribution statement legible to non-specialist Phase-1 reviewers, two-column readability, concise…
- Revising an AAAI manuscript for broad-AI-audience fit
- SKILL.md covers AAAI framing, Two-column readability, Reading the paper as a Phase-1… and Phrasing fixes that survive…, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- A first-page contribution statement legible to non-specialist Phase-1 reviewers
What it does
Aaai Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when revising an AAAI manuscript for broad-AI-audience fit, a first-page contribution statement legible to non-specialist Phase-1 reviewers, two-column readability, concise novelty claims, reproducibility-checklist alignment, hedged limitations and ethics, and policy-aware framing of AI-system and capability claims.
Its SKILL.md is about 840 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, Plain language and style rules and Reproducible research. 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
- Revising an AAAI manuscript for broad-AI-audience fit
- A first-page contribution statement legible to non-specialist Phase-1 reviewers
- Two-column readability
- Concise novelty claims
Example prompts
- “/aaai-writing-style”
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
Aaai Writing Style loads about 835 tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 388 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). 388 words, ~835 tokens.
Download SKILL.mdSave it as
.claude/skills/aaai-writing-style/SKILL.md (or your agent's skills folder).- name
- aaai-writing-style
- description
- Use when revising an AAAI manuscript for broad-AI-audience fit, a first-page contribution statement legible to non-specialist Phase-1 reviewers, two-column readability, concise novelty claims, reproducibility-checklist alignment, hedged limitations and ethics, and policy-aware framing of AI-system and capability claims.
AAAI Writing Style
Use this to make a technically sound draft readable to a broad AI program committee. AAAI rewards clear AI contribution, not only subfield-specific benchmark wins.
AAAI framing
- State the AI problem, the new capability or insight, and the evidence in the first page.
- Make clear whether the contribution is method, theory, system, benchmark, dataset, evaluation, human-AI interaction, social impact, or alignment.
- Explain why the result matters outside a single dataset or implementation.
- Keep claims aligned with the reproducibility checklist and supplementary evidence.
- Discuss limitations and ethical considerations when the method affects people, safety, privacy, fairness, security, or social impact.
Two-column readability
- Use figures and tables as decision aids, not decoration.
- Keep notation lightweight and define it near first use.
- Use compact related-work contrasts instead of long literature catalogues.
- Make the Phase 1 summary easy: problem, method, evidence, limitation, checklist compliance.
- Avoid unsupported "general intelligence", "human-level", or "safe" claims.
Reading the paper as a Phase-1 reviewer
A non-specialist on AAAI's broad committee gives the first page a few minutes and decides whether the paper is worth deeper reading. Write so that a planning or KR reviewer can summarize your learning contribution, and vice versa. Audit the opening against what that reader needs to extract fast.
| First-page question | Reviewer extracts | Failure symptom |
|---|---|---|
| What is the problem | one AI task statement | jargon with no anchor |
| What is new | the single contribution | a list, no headline |
| Why believe it | evidence in one line | "see Section 6" only |
| What are the limits | scope and caveat | silence or overclaim |
Show full SKILL.md (132 more words)Show less
Phrasing fixes that survive AAAI review
- Replace "we achieve state of the art" with the specific delta and the setting it holds in.
- Replace bare "safe" or "human-level" with a measured, scoped statement the evidence supports.
- Replace a long related-work catalogue with two or three sharp contrasts a non-specialist can follow.
- Tie every strong claim back to a checklist answer so rigor and prose agree.
Worked vignette
A multi-agent paper opens with three paragraphs of game-theory notation before naming its contribution. A vision reviewer cannot find the AI claim and is likely to stop. The fix rewrites sentence one as the problem, sentence two as the new coordination mechanism, sentence three as the one-line evidence, and a final clause scoping the result to the studied setting, all on page one.
Output format
[AAAI fit sentence] <one sentence>
[Contribution type] method / theory / system / benchmark / dataset / evaluation / social impact
[First-page fixes] <problem, method, evidence, limitation>
[Checklist alignment] pass / needs revision
[Overclaim risks] <claims to narrow or evidence to add>© 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 AAAI-Skills/skills/aaai-writing-style of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Aaai 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 |
|---|---|---|---|---|---|---|
| Aaai Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~835 | Automated safety check: Pass | MIT | |
| G2brycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~4.5k | Automated safety check: Pass | Custom licence | |
| Ijcai Writing Stylefranklee16/academic-research-skills | 223 | 1 repos | ~416 | Automated safety check: Pass | None | |
| UX Writingcontent-designer/ux-writing-skill | 224 | 1 repos | ~3.8k | Automated safety check: Pass | MIT | |
| Blog PersonaAgriciDaniel/claude-blog | 2.3k | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Writing Style ReviewArmDeveloperEcosystem/arm-learning-paths | 154 | — | ~1.9k | Automated safety check: Pass | Custom licence |
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Review and improve writing style, voice, tone, readability, inclusive language, Arm terminology, heading style, word choice, and AI-sounding prose in Arm Learning Paths and install guides.
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Surfaces Han's shared Human-Readable Output Standard — the readability rule and the writing-voice profile — into the calling skill's own context, so the caller drafts in voice and runs its…
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Related
Categories
Questions about Aaai Writing Style
What does Aaai Writing Style do?
A skill your agent uses when revising an AAAI manuscript for broad-AI-audience fit, a first-page contribution statement legible to non-specialist Phase-1 reviewers, two-column readability, concise…. Aaai Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when revising an AAAI manuscript for broad-AI-audience fit, a first-page contribution statement legible to non-specialist Phase-1 reviewers, two-column readability, concise novelty claims, reproducibility-checklist alignment, hedged limitations and ethics, and policy-aware framing of AI-system and capability claims.
When should I use Aaai Writing Style?
Aaai Writing Style fits situations like: revising an AAAI manuscript for broad-AI-audience fit; A first-page contribution statement legible to non-specialist Phase-1 reviewers; two-column readability; concise novelty claims.
How do I install Aaai Writing Style in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aaai-writing-style -a claude-code`. Or copy the skill folder (AAAI-Skills/skills/aaai-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/aaai-writing-style in your project. Claude Code loads it when a task matches its description.
How do I install Aaai Writing Style in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aaai-writing-style -a codex`. Or copy the skill folder (AAAI-Skills/skills/aaai-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/aaai-writing-style in your project. Codex loads it when a task matches its description.
Can I use Aaai 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 aaai-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/aaai-writing-style, .gemini/skills/aaai-writing-style, .github/skills/aaai-writing-style and .opencode/skills/aaai-writing-style in your project.
What does Aaai Writing Style need to run?
SKILL.md names no scripts, command-line tools or credentials: Aaai Writing Style is instructions for the agent only.
Does Aaai 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 Aaai 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 Aaai Writing Style use?
Aaai 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 Aaai Writing Style use?
About 835 tokens (SKILL.md is roughly 3.3k 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 Aaai Writing Style?
Skills that share tags, products or a category with Aaai Writing Style: G2 (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Ijcai Writing Style (franklee16/academic-research-skills, 223 stars), UX Writing (content-designer/ux-writing-skill, 224 stars) and Blog Persona (AgriciDaniel/claude-blog, 2.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Aaai 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.