Nemo Retriever
NVIDIA/skills
A skill your agent uses when searching, extracting, ingesting, or querying a document collection with the NeMo Retriever 26.8.1 CLI, including local LanceDB indexes and deployed Retriever services.
Agent skill
Paper Submission
by brycewang-stanford in brycewang-stanford/Auto-Empirical-Research-Skills
Evaluate a paper's contribution novelty, identify best-fit SSCI journal fields and ABS star rating, and recommend 20 target journals.
Install Paper Submission
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-submission -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills paper-submission --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/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/67-econfin-workflow-toolkit/paper-submission .claude/skills/paper-submission && 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 "paper-submission" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/67-econfin-workflow-toolkit/paper-submission into .claude/skills/paper-submission/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-submission", 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/Auto-Empirical-Research-Skills/tree/main/skills/67-econfin-workflow-toolkit/paper-submissionType 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/Auto-Empirical-Research-Skills --skill paper-submission -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills paper-submission --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/67-econfin-workflow-toolkit/paper-submission .agents/skills/paper-submission && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "paper-submission" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/67-econfin-workflow-toolkit/paper-submission into .agents/skills/paper-submission/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-submission", 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/Auto-Empirical-Research-Skills --skill paper-submission -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills paper-submission --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/67-econfin-workflow-toolkit/paper-submission .cursor/skills/paper-submission && 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 "paper-submission" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/67-econfin-workflow-toolkit/paper-submission into .cursor/skills/paper-submission/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-submission", 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/Auto-Empirical-Research-Skills.git --path skills/67-econfin-workflow-toolkit/paper-submission--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/Auto-Empirical-Research-Skills --skill paper-submission -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills paper-submission --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/67-econfin-workflow-toolkit/paper-submission .gemini/skills/paper-submission && 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 "paper-submission" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/67-econfin-workflow-toolkit/paper-submission into .gemini/skills/paper-submission/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-submission", 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/Auto-Empirical-Research-Skills paper-submissionInstalls 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/Auto-Empirical-Research-Skills --skill paper-submission -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/67-econfin-workflow-toolkit/paper-submission .github/skills/paper-submission && 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 "paper-submission" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/67-econfin-workflow-toolkit/paper-submission into .github/skills/paper-submission/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-submission", 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/Auto-Empirical-Research-Skills --skill paper-submission -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/Auto-Empirical-Research-Skills paper-submission --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/67-econfin-workflow-toolkit/paper-submission .opencode/skills/paper-submission && 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 "paper-submission" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/67-econfin-workflow-toolkit/paper-submission into .opencode/skills/paper-submission/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-submission", 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
paper-submission- GitHub stars
- 4.6k
- Token cost
- ~3.4k tokens
- SKILL.md length
- 1,368 words
- Files
- 4 (incl. scripts)
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Evaluate a paper's contribution novelty, identify best-fit SSCI journal fields and ABS star rating, and recommend 20 target journals.
- Works in 5 steps: Initialization → Literature Novelty Assessment (Web… → Field Matching and ABS Star Rating → …
- User says paper submission / paper-submission / 投稿评估 / 期刊推荐 / target journal / 选刊
- SKILL.md covers Overview, Workflow and Important Notes
- Runs Python scripts from its folder
What it does
Paper Submission is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Evaluate a paper's contribution novelty, identify best-fit SSCI journal fields and ABS star rating, and recommend 20 target journals. Trigger when user says "paper submission" / "paper-submission" / "投稿评估" / "期刊推荐" / "target journal" / "选刊".
Its SKILL.md is about 3.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts (for example `scripts/extract_journals.py` and `scripts/generate_report.py`).
It sits in Documents & Office, covering Web search. The repository describes itself as: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI…
When your agent uses it
- User says paper submission / paper-submission / 投稿评估 / 期刊推荐 / target journal / 选刊
- Tasks that involve Web search
Example prompts
- “paper submission”
- “paper-submission”
- “target journal”
- “/paper-submission”
Requirements
- Python 3
- Pre-approved tools (allowed-tools): Read, Bash, Edit, Write, Glob, Grep, AskUserQuestion, WebSearch, WebFetch, Agent
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Initialization
- Literature Novelty Assessment (Web Search Required)
- Field Matching and ABS Star Rating
- Journal Recommendations
- Report Generation
What it can do on your machine
Read from SKILL.md and the folder at commit 9fa87d8. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadBashEditWriteGlobGrepAskUserQuestionWebSearchWebFetchAgent
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 2 files in scripts/ (Python), which the agent can run.
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
Paper Submission loads about 3.4k tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 1,368 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Read, Bash, Edit, Write, Glob, Grep, AskUserQuestion, WebSearch, WebFetch, Agent
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); the scripts in this folder are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,368 words (~3,444 tokens).
“This skill evaluates an academic paper and produces a comprehensive submission target report. It performs four assessments:”
- name
- paper-submission
- allowed-tools
- Read, Bash, Edit, Write, Glob, Grep, AskUserQuestion, WebSearch, WebFetch, Agent
- argument-hint
- [path-to-paper-pdf-or-project-folder]
Files
SKILL.md and 3 other files (scripts) in skills/67-econfin-workflow-toolkit/paper-submission of brycewang-stanford/Auto-Empirical-Research-Skills.
- SKILL.md
- asset/Business School Journal List 2023.pdf
- scripts/extract_journals.py
- scripts/generate_report.py
Open the folder on GitHubat commit 9fa87d8
Compare with similar skills
Paper Submission 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 |
|---|---|---|---|---|---|---|
| Paper Submission this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~3.4k | Automated safety check: Notes | Custom licence | |
| Nemo RetrieverNVIDIA/skills | 3.6k | — | ~583 | Automated safety check: Pass | Apache-2.0 | |
| Prioritize Reference FilesHKUDS/OpenSpace | 7.8k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Jev SEOAgriciDaniel/jev-seo | 543 | — | ~2.5k | Automated safety check: Notes | MIT | |
| Harness Useautonomous-ai/Physical-AI-Operating-System | 407 | — | ~8k | Automated safety check: Pass | Apache-2.0 | |
| IngestPrismer-AI/PrismerCloud | 1.6k | — | ~934 | Automated safety check: Pass | MIT |
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Full live SEO audit of any website from its homepage URL, powered by Jev (TypeSafe's System One model).
Harness Use
autonomous-ai/Physical-AI-Operating-System
Delegate digital work to agents on the computer paired through Harness; discover Store packages and prepare an agent when needed.
Ingest
Prismer-AI/PrismerCloud
Turn external web URLs into LLM-ready content — load + cache web pages (HQCC compression) and search the web.
Skywork Document
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Generate professional documents in multiple formats (docx, pdf, html, md) from scratch or based on user files.
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Related
Questions about Paper Submission
What does Paper Submission do?
Evaluate a paper's contribution novelty, identify best-fit SSCI journal fields and ABS star rating, and recommend 20 target journals. Paper Submission is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Evaluate a paper's contribution novelty, identify best-fit SSCI journal fields and ABS star rating, and recommend 20 target journals.
When should I use Paper Submission?
Paper Submission fits situations like: user says paper submission / paper-submission / 投稿评估 / 期刊推荐 / target journal / 选刊; tasks that involve Web search.
How do I install Paper Submission in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-submission -a claude-code`. Or copy the skill folder (skills/67-econfin-workflow-toolkit/paper-submission in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/paper-submission in your project. Claude Code loads it when a task matches its description.
How do I install Paper Submission in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-submission -a codex`. Or copy the skill folder (skills/67-econfin-workflow-toolkit/paper-submission in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/paper-submission in your project. Codex loads it when a task matches its description.
Can I use Paper Submission 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/Auto-Empirical-Research-Skills --skill paper-submission -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paper-submission, .gemini/skills/paper-submission, .github/skills/paper-submission and .opencode/skills/paper-submission in your project.
What does Paper Submission need to run?
Going by SKILL.md and its folder, Paper Submission needs Python for the scripts in its folder. Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Bash, Edit, Write, Glob, Grep, AskUserQuestion, WebSearch, WebFetch, Agent.
Does Paper Submission 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 Paper Submission safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Paper Submission use?
Paper Submission has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Paper Submission use?
About 3.4k tokens (SKILL.md is roughly 14k 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 Paper Submission?
Skills that share tags, products or a category with Paper Submission: Nemo Retriever (NVIDIA/skills, 3.6k stars), Prioritize Reference Files (HKUDS/OpenSpace, 7.8k stars), Jev SEO (AgriciDaniel/jev-seo, 543 stars) and Harness Use (autonomous-ai/Physical-AI-Operating-System, 407 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Paper Submission?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,556 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on October 5, 2026.
Source: brycewang-stanford/Auto-Empirical-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.