Scholar Polish
joshzyj/open-scholar-skill
Personalize and refine academic manuscript writing style by injecting distinctive authorial micro-patterns (tiny topos).
Research target venue requirements and writing style for CS/AI/ML papers.
Install Academic Venue Research
$ npx skills add joshua-zyy/academic-paper-writer --skill academic-venue-research -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install joshua-zyy/academic-paper-writer academic-venue-research --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/joshua-zyy/academic-paper-writer.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/academic-venue-research .claude/skills/academic-venue-research && 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 "academic-venue-research" agent skill from https://github.com/joshua-zyy/academic-paper-writer/tree/main/skills/academic-venue-research into .claude/skills/academic-venue-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-venue-research", 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/joshua-zyy/academic-paper-writer/tree/main/skills/academic-venue-researchType 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 joshua-zyy/academic-paper-writer --skill academic-venue-research -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install joshua-zyy/academic-paper-writer academic-venue-research --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/joshua-zyy/academic-paper-writer.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/academic-venue-research .agents/skills/academic-venue-research && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "academic-venue-research" agent skill from https://github.com/joshua-zyy/academic-paper-writer/tree/main/skills/academic-venue-research into .agents/skills/academic-venue-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-venue-research", 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 joshua-zyy/academic-paper-writer --skill academic-venue-research -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install joshua-zyy/academic-paper-writer academic-venue-research --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/joshua-zyy/academic-paper-writer.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/academic-venue-research .cursor/skills/academic-venue-research && 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 "academic-venue-research" agent skill from https://github.com/joshua-zyy/academic-paper-writer/tree/main/skills/academic-venue-research into .cursor/skills/academic-venue-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-venue-research", 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/joshua-zyy/academic-paper-writer.git --path skills/academic-venue-research--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 joshua-zyy/academic-paper-writer --skill academic-venue-research -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install joshua-zyy/academic-paper-writer academic-venue-research --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/joshua-zyy/academic-paper-writer.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/academic-venue-research .gemini/skills/academic-venue-research && 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 "academic-venue-research" agent skill from https://github.com/joshua-zyy/academic-paper-writer/tree/main/skills/academic-venue-research into .gemini/skills/academic-venue-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-venue-research", 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 joshua-zyy/academic-paper-writer academic-venue-researchInstalls 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 joshua-zyy/academic-paper-writer --skill academic-venue-research -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/joshua-zyy/academic-paper-writer.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/academic-venue-research .github/skills/academic-venue-research && 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 "academic-venue-research" agent skill from https://github.com/joshua-zyy/academic-paper-writer/tree/main/skills/academic-venue-research into .github/skills/academic-venue-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-venue-research", 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 joshua-zyy/academic-paper-writer --skill academic-venue-research -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install joshua-zyy/academic-paper-writer academic-venue-research --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/joshua-zyy/academic-paper-writer.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/academic-venue-research .opencode/skills/academic-venue-research && 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 "academic-venue-research" agent skill from https://github.com/joshua-zyy/academic-paper-writer/tree/main/skills/academic-venue-research into .opencode/skills/academic-venue-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-venue-research", 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
academic-venue-research- GitHub stars
- 115
- Token cost
- ~626 tokens
- SKILL.md length
- 228 words
- Files
- 10 (incl. references)
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- MIT
At a glance
Research target venue requirements and writing style for CS/AI/ML papers.
- Works in 6 steps: Read manifest.yaml. It declares… → Read every file listed under… → Apply the loaded material as constraints → …
- : researching target journal/conference requirements
- SKILL.md covers Router Protocol, Modes, Agent Dispatch and Independent Use
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Academic Venue Research is an agent skill from joshua-zyy/academic-paper-writer. Research target venue requirements and writing style for CS/AI/ML papers. Produces venue-brief.md with submission requirements and detailed writing style analysis. Use when: researching target journal/conference requirements, analyzing writing style of target venue, generating venue brief for paper writing, checking submission guidelines. Triggers on: venue research, 期刊调研, 目标期刊, writing style analysis, 写作风格分析, venue requirements, submission guidelines, 投稿要求, journal style, conference format.
Its SKILL.md is about 630 tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including reference files (for example `agents/venue-research-agent.md`, `manifest.yaml` and `references/style-analysis-guide.md`).
It sits in Research & Science, covering Scientific writing and Brand voice and tone. The repository describes itself as: 面向 CS / AI / ML 领域的证据驱动、分节推进的论文写作 Agent Skill。 The licence is MIT.
When your agent uses it
- : researching target journal/conference requirements
- Analyzing writing style of target venue
- Generating venue brief for paper writing
- Checking submission guidelines
Example prompts
- “/academic-venue-research”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Read manifest.yaml. It declares always_load files, axes, and references.on_demand.
- Read every file listed under always_load. These are the skill's binding rules — not reference material.
- Apply the loaded material as constraints
- Detect the mode using the manifest's mode axis: full-venue-research, requirements-only, or style-only. Source hierarchy rule: official…
- Echo the selected mode to the user before executing.
- Reach for references/ only when the manifest's references.on_demand condition is satisfied.
What it can do on your machine
Read from SKILL.md and the folder at commit 6fceefd. 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
Academic Venue Research loads about 626 tokens when it runs, and up to ~5.9k if it reads all its reference files. Until then it costs about 130 tokens; SKILL.md has 228 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 joshua-zyy/academic-paper-writer at commit 6fceefd, republished under its MIT licence (© joshua-zyy). 228 words, ~626 tokens.
Download SKILL.mdSave it as
.claude/skills/academic-venue-research/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.- name
- academic-venue-research
- description
- Research target venue requirements and writing style for CS/AI/ML papers. Produces venue-brief.md with submission requirements and detailed writing style analysis. Use when: researching target journal/conference requirements, analyzing writing style of target venue, generating venue brief for paper writing, checking submission guidelines. Triggers on: venue research, 期刊调研, 目标期刊, writing style analysis, 写作风格分析, venue requirements, submission guidelines, 投稿要求, journal style, conference format.
Academic Venue Research
将此 skill 视为"期刊调研代理"，负责调研目标期刊/会议的投稿要求和写作风格。
Router Protocol
- Read
manifest.yaml. It declaresalways_loadfiles,axes, andreferences.on_demand. - Read every file listed under
always_load. These are the skill's binding rules — not reference material. - Apply the loaded material as constraints:
stance.mddefines core rules, source hierarchy, and scope.red-lines.mddefines absolute prohibitions. Do not negotiate these.output-contract.mddefines deliverables per mode.
- Detect the mode using the manifest's
modeaxis:full-venue-research,requirements-only, orstyle-only. Source hierarchy rule: official guidelines > template docs > accepted paper observations > agent knowledge. If ambiguous, ask one concise question. - Echo the selected mode to the user before executing.
- Reach for
references/only when the manifest'sreferences.on_demandcondition is satisfied.
Modes
| Mode | Use when |
|---|---|
full-venue-research | Venue + local style papers or full brief request |
requirements-only | Venue name only, no style analysis needed |
style-only | Local style reference library, no requirements research |
Agent Dispatch
agents/venue-research-agent.md is dispatched by the orchestrator at Step 4. The agent returns Venue Brief Markdown content; it must not write files directly during orchestrated use. File writes are owned by the orchestrator.
Independent Use
| Input | Mode | Priority | Behavior |
|---|---|---|---|
| Venue + local style corpus | full-venue-research | 1 (explicit) | Full 4-step workflow |
| Venue only | requirements-only | 2 (single feature) | Requirements only |
| Local style corpus only | style-only | 3 (path trigger) | Style analysis only |
| Scenario | Recommended |
|---|---|
| Just researching venue | This skill (standalone) |
| Using results for paper writing | academic-paper-writer orchestrator |
© joshua-zyy, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 9 other files (references) in skills/academic-venue-research of joshua-zyy/academic-paper-writer.
- SKILL.md
- agents/venue-research-agent.md
- manifest.yaml
- references/style-analysis-guide.md
- references/venue-brief-template.md
- references/venue-research-workflow.md
- static/core/anti-patterns.md
- static/core/output-contract.md
- static/core/red-lines.md
- static/core/stance.md
Open the folder on GitHubat commit 6fceefd
Compare with similar skills
Academic Venue Research 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 |
|---|---|---|---|---|---|---|
| Academic Venue Research this skilljoshua-zyy/academic-paper-writer | 115 | — | ~626 | Automated safety check: Pass | MIT | |
| Scholar Polishjoshzyj/open-scholar-skill | 168 | — | ~12k | Automated safety check: Pass | Custom licence | |
| Research Paper Writerailabs-393/ai-labs-claude-skills | 455 | 2 repos | ~2.4k | Automated safety check: Pass | MIT | |
| Inno Paper WritingLigphiDonk/Oh-my--paper | 739 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Cg Paper Writingjaccen/Awesome-Gaussian-Skills | 161 | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | |
| Atc Writing Stylebrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT |
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A skill your agent uses when writing or revising CS/AI/ML papers from research notes, code repositories, local literature libraries, target venue requirements, or section-level drafting requests.
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Related
Categories
Questions about Academic Venue Research
What does Academic Venue Research do?
Research target venue requirements and writing style for CS/AI/ML papers. Academic Venue Research is an agent skill from joshua-zyy/academic-paper-writer. Research target venue requirements and writing style for CS/AI/ML papers.
When should I use Academic Venue Research?
Academic Venue Research fits situations like: : researching target journal/conference requirements; analyzing writing style of target venue; generating venue brief for paper writing; checking submission guidelines.
How do I install Academic Venue Research in Claude Code?
Run `npx skills add joshua-zyy/academic-paper-writer --skill academic-venue-research -a claude-code`. Or copy the skill folder (skills/academic-venue-research in joshua-zyy/academic-paper-writer) into .claude/skills/academic-venue-research in your project. Claude Code loads it when a task matches its description.
How do I install Academic Venue Research in Codex?
Run `npx skills add joshua-zyy/academic-paper-writer --skill academic-venue-research -a codex`. Or copy the skill folder (skills/academic-venue-research in joshua-zyy/academic-paper-writer) into .agents/skills/academic-venue-research in your project. Codex loads it when a task matches its description.
Can I use Academic Venue Research 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 joshua-zyy/academic-paper-writer --skill academic-venue-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/academic-venue-research, .gemini/skills/academic-venue-research, .github/skills/academic-venue-research and .opencode/skills/academic-venue-research in your project.
What does Academic Venue Research need to run?
SKILL.md names no scripts, command-line tools or credentials: Academic Venue Research is instructions for the agent only.
Does Academic Venue Research 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 Academic Venue Research 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 Academic Venue Research use?
Academic Venue Research 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 Academic Venue Research use?
About 626 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5.3k tokens, read only when the agent opens those files.
What are the alternatives to Academic Venue Research?
Skills that share tags, products or a category with Academic Venue Research: Scholar Polish (joshzyj/open-scholar-skill, 168 stars), Research Paper Writer (ailabs-393/ai-labs-claude-skills, 455 stars), Inno Paper Writing (LigphiDonk/Oh-my--paper, 739 stars) and Cg Paper Writing (jaccen/Awesome-Gaussian-Skills, 161 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Academic Venue Research?
joshua-zyy (a GitHub user) maintains it in joshua-zyy/academic-paper-writer, which has 115 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 5, 2026.
Source: joshua-zyy/academic-paper-writer on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.