bestpaper-writing
gulucaptain/Best-Paper-Writing-SkillScience & researchAI & ML engineeringWriting & content
bestpaper-writing is a skill in gulucaptain/Best-Paper-Writing-Skill, last changed 28 Oct 2026. It can run shell commands, name web addresses and bundle scripts.
Draft or rewrite the title, Abstract, Introduction, Method and Experiments of an ML/CV paper in the style of CVPR/ICCV/NeurIPS best papers, distilled from 60 award papers, and plan and draw its figures (Figure 1, method overview, result figures) with award-paper layout and style. Use when the user either (A) fills in the intake form (assets/intake_form.html JSON) or describes problem, idea, method and results, or (B) pastes an existing abstract (or abstract plus introduction) to make it more convincing. Can write directly into a LaTeX template such as the CVPR author kit. Not for related-work surveys, rebuttals or plain proofreading.
At a glance
What it can touch
How much a skill can do, not whether it is risky.
Pattern check
Nothing flagged
That isn't proof the skill is harmless.
Commit b9eff99 · 3 Nov 2026
How the check worksPattern check: nothing flagged
That isn't proof the skill is harmless.
Install
Each tab says whether it installs commit b9eff99, the one we checked, or the latest version.
OpenCode also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Goose also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Windsurf (Devin Desktop) also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Zed also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Roo Code also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Factory Droid also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Junie also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Amp also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
No install command here reaches Kiro. Copy the skill's folder into .kiro/skills/ in your project, or ~/.kiro/skills/ for all your projects. gulucaptain/Best-Paper-Writing-Skill/skills/bestpaper-writing (opens in a new tab)
Antigravity also looks in .agents/skills/, so the Any agent steps reach it with This project. For All projects, see where Antigravity looks.
Cline also looks in .claude/skills/, so the Claude Code steps reach it with This project. For All projects, see where Cline looks.
Claude Code
Pinned to commit b9eff99, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/gulucaptain/Best-Paper-Writing-Skill.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&git -C "$tmp" sparse-checkout set -- skills/bestpaper-writing &&git -C "$tmp" checkout -q b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&mkdir -p .claude/skills &&mkdir .claude/skills/bestpaper-writing &&cp -R "$tmp"/skills/bestpaper-writing/. .claude/skills/bestpaper-writing/ &&rm -rf "$tmp"If Claude Code was already running and this created the skills folder, run /reload-skills.
Claude apps
Pinned to commit b9eff99, the one we checked.
Skills in the Claude apps belong to your account rather than to a project.
Make bestpaper-writing.zip, with the skill folder at the top level:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/gulucaptain/Best-Paper-Writing-Skill.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&git -C "$tmp" sparse-checkout set -- skills/bestpaper-writing &&git -C "$tmp" checkout -q b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&out="$(mktemp -d)" &&cp -R "$tmp"/skills/bestpaper-writing "$out"/bestpaper-writing &&(cd "$out" && zip -qr - bestpaper-writing) > bestpaper-writing.zip &&rm -rf "$tmp" "$out"In Claude, open Customize > Skills, select +, then + Create skill > Upload a skill, and choose bestpaper-writing.zip.
On Free, Pro and Max plans, turn on Code execution and file creation (Create and edit files in newer settings) under Settings > Capabilities.
Codex
Pinned to commit b9eff99, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/gulucaptain/Best-Paper-Writing-Skill.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&git -C "$tmp" sparse-checkout set -- skills/bestpaper-writing &&git -C "$tmp" checkout -q b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&mkdir -p .agents/skills &&mkdir .agents/skills/bestpaper-writing &&cp -R "$tmp"/skills/bestpaper-writing/. .agents/skills/bestpaper-writing/ &&rm -rf "$tmp"Codex picks up new skills on its own; restart it if this one does not appear.
Cursor
Pinned to commit b9eff99, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/gulucaptain/Best-Paper-Writing-Skill.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&git -C "$tmp" sparse-checkout set -- skills/bestpaper-writing &&git -C "$tmp" checkout -q b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&mkdir -p .cursor/skills &&mkdir .cursor/skills/bestpaper-writing &&cp -R "$tmp"/skills/bestpaper-writing/. .cursor/skills/bestpaper-writing/ &&rm -rf "$tmp"Copilot & VS Code
Pinned to commit b9eff99, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/gulucaptain/Best-Paper-Writing-Skill.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&git -C "$tmp" sparse-checkout set -- skills/bestpaper-writing &&git -C "$tmp" checkout -q b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&mkdir -p .github/skills &&mkdir .github/skills/bestpaper-writing &&cp -R "$tmp"/skills/bestpaper-writing/. .github/skills/bestpaper-writing/ &&rm -rf "$tmp"In a running Copilot CLI session, run /skills reload.
Or install it with gh skill, which also installs the commit we checked. Needs GitHub CLI 2.90 or later.
gh skill install gulucaptain/Best-Paper-Writing-Skill skills/bestpaper-writing/SKILL.md@b9eff99a2130bea960ef1050eacf9f40cb792dd4 --agent github-copilot --scope projectGemini CLI
Pinned to commit b9eff99, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/gulucaptain/Best-Paper-Writing-Skill.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&git -C "$tmp" sparse-checkout set -- skills/bestpaper-writing &&git -C "$tmp" checkout -q b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&mkdir -p .gemini/skills &&mkdir .gemini/skills/bestpaper-writing &&cp -R "$tmp"/skills/bestpaper-writing/. .gemini/skills/bestpaper-writing/ &&rm -rf "$tmp"In a running session, run /skills reload.
Or use Gemini CLI’s own installer. Installs the latest version, not the one we checked.
gemini skills install https://github.com/gulucaptain/Best-Paper-Writing-Skill.git --path skills/bestpaper-writing --scope workspaceAny agent
Pinned to commit b9eff99, the one we checked.
OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie, Amp and Antigravity read .agents/skills in a project.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/gulucaptain/Best-Paper-Writing-Skill.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&git -C "$tmp" sparse-checkout set -- skills/bestpaper-writing &&git -C "$tmp" checkout -q b9eff99a2130bea960ef1050eacf9f40cb792dd4 &&mkdir -p .agents/skills &&mkdir .agents/skills/bestpaper-writing &&cp -R "$tmp"/skills/bestpaper-writing/. .agents/skills/bestpaper-writing/ &&rm -rf "$tmp"Or use the skills CLI from skills.sh. Installs the latest version, not the one we checked. The skills CLI reports installs to skills.sh unless you set DISABLE_TELEMETRY=1.
npx skills@1.7.4 add gulucaptain/Best-Paper-Writing-Skill --skill bestpaper-writingWhat it can touch
From the files and frontmatter at commit b9eff99. This is how much a skill can do, not whether it is risky.
Pattern check
Pattern check: nothing flagged · commit b9eff99 · 3 Nov 2026
We checked every text file in this skill, at commit b9eff99 on 3 Nov 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.
How the check worksReport an incorrect finding
Outside links we did not follow
- https://github.com/Master-cai/Research-Paper-Writing-Skills
- https://pengsida.notion.site/c1a22465a0fa4b15a12985223916048e
- https://github.com/pengsida/learning_research
- https://segment-anything.com
- https://imaging.cs.cmu.edu/svaf
- https://github.com/NVlabs/edm,EDM,NeurIPS,2022
- https://avalovelace1.github.io/BrickGPT/
- https://decodingtrust.github.io/.,DecodingTrust,NeurIPS,2023
- https://minedojo.org
- https://dreambooth.github.io/,DreamBooth,CVPR,2023
Format check
Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.
Agent Skills specPasses
The open format from agentskills.io, held to the strictest version of each rule among the agents we check.
- Note
Anthropic's packaging script leaves these out: evals/. F8
Fix: Delete them, or list them in .gitignore.
- Note
The first sentence of the description is 280 characters. Agents shorten long descriptions, so lead with the main job. D8
Fix: Start with one short sentence that names the job.
- Note
There is no license field, so readers can't tell whether they may reuse the skill. O2
Fix: Add license: with an SPDX name such as MIT or Apache-2.0, or the name of a bundled licence file.
- Note
Reference files that SKILL.md doesn't link: evals/guidance-with-weaker-model/graders/01-paper-sec-0-abstract-tex.md, evals/guidance-with-weaker-model/graders/02-the-latex-project-compiles-to.md, evals/guidance-with-weaker-model/graders/03-every-citation-uses-a-key.md, evals/guidance-with-weaker-model/graders/04-every-number-in-the-abstract.md, evals/guidance-with-weaker-model/graders/05-the-abstract-and-introduction-contain.md and 71 more. Anthropic suggests linking every reference file directly from SKILL.md. B4
Fix: Link each one from SKILL.md and say when to read it.
- Note
Reference files over 100 lines with no table of contents at the top: references/figures.md (155 lines), references/introduction.md (214 lines) and references/style-rules.md (131 lines). B5
Fix: Add a short list of the sections at the top of each.
- Note
Claude CodePasses
Claude Code reads its own extra fields, ignores unknown ones, and still loads a skill whose frontmatter is broken, without its fields.
- Note
Anthropic's packaging script leaves these out: evals/. F8
Fix: Delete them, or list them in .gitignore.
- Note
The first sentence of the description is 280 characters. Agents shorten long descriptions, so lead with the main job. D8
Fix: Start with one short sentence that names the job.
- Note
Reference files that SKILL.md doesn't link: evals/guidance-with-weaker-model/graders/01-paper-sec-0-abstract-tex.md, evals/guidance-with-weaker-model/graders/02-the-latex-project-compiles-to.md, evals/guidance-with-weaker-model/graders/03-every-citation-uses-a-key.md, evals/guidance-with-weaker-model/graders/04-every-number-in-the-abstract.md, evals/guidance-with-weaker-model/graders/05-the-abstract-and-introduction-contain.md and 71 more. Anthropic suggests linking every reference file directly from SKILL.md. B4
Fix: Link each one from SKILL.md and say when to read it.
- Note
Reference files over 100 lines with no table of contents at the top: references/figures.md (155 lines), references/introduction.md (214 lines) and references/style-rules.md (131 lines). B5
Fix: Add a short list of the sections at the top of each.
- Note
Claude apps & API uploadPasses
Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.
- Note
Anthropic's packaging script leaves these out: evals/. F8
Fix: Delete them, or list them in .gitignore.
- Note
The description is 641 characters. The claude.ai Help Center says 200 at most, though Anthropic's API docs and validator allow 1,024. D4
Fix: If the claude.ai upload refuses it, trim the description to 200 characters.
- Note
Reference files that SKILL.md doesn't link: evals/guidance-with-weaker-model/graders/01-paper-sec-0-abstract-tex.md, evals/guidance-with-weaker-model/graders/02-the-latex-project-compiles-to.md, evals/guidance-with-weaker-model/graders/03-every-citation-uses-a-key.md, evals/guidance-with-weaker-model/graders/04-every-number-in-the-abstract.md, evals/guidance-with-weaker-model/graders/05-the-abstract-and-introduction-contain.md and 71 more. Anthropic suggests linking every reference file directly from SKILL.md. B4
Fix: Link each one from SKILL.md and say when to read it.
- Note
Reference files over 100 lines with no table of contents at the top: references/figures.md (155 lines), references/introduction.md (214 lines) and references/style-rules.md (131 lines). B5
Fix: Add a short list of the sections at the top of each.
- Note
OpenAI (Codex & API)Passes
Codex finds SKILL.md by its exact name and needs a description; OpenAI's Skills API checks the frontmatter against the spec and caps uploads.
VS Code & CopilotPasses
VS Code reads skills one folder below .github/skills, .claude/skills or .agents/skills and falls back to the folder name when the name is missing or differs; GitHub's Copilot docs require the exact name SKILL.md.
- Note
Anthropic's packaging script leaves these out: evals/. F8
Fix: Delete them, or list them in .gitignore.
- Note
SKILL.md
Files
125 files
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