Final submission verification gate for the sewage-house-prices paper.

Custom licenceAuto-check: notesBusiness, Finance & HR

Install Submit

skills CLI
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill submit -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills submit --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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/41-sticerd-eee-sewage-econometrics-check/skills/submit .claude/skills/submit && rm -rf skills-src

Use ~/.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/

Facts

Skill name
submit
GitHub stars
4.5k
Token cost
~1k tokens
SKILL.md length
264 words
Files
1
Skills in repo
364
Repo updated
First seen
Licence
Custom licence

At a glance

Final submission verification gate for the sewage-house-prices paper.

  • Works in 6 steps: Pre-Flight Checks → Run Full Verification → Run Replication Audit → …
  • Tasks that involve Resume and CV writing
  • SKILL.md covers Workflow and Principles
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Submit is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Final submission verification gate for the sewage-house-prices paper. Runs full paper excellence review, replication audit, enforces score gates, and generates cover letter draft and submission checklist. This skill should be used when asked to "submit", "prepare for submission", or "submission checklist".

Its SKILL.md is about 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 Business, Finance & HR, covering Resume and CV writing and Database administration. 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

  • Tasks that involve Resume and CV writing
  • Tasks that involve Database administration

Example prompts

  • “submit”
  • “prepare for submission”
  • “submission checklist”
  • “/submit”

Requirements

  • Pre-approved tools (allowed-tools): Read, Grep, Glob, Write, Bash, Agent

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Pre-Flight Checks
  2. Run Full Verification
  3. Run Replication Audit
  4. Score Gate
  5. Generate Submission Package
  6. Present Results

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:

    • Read
    • Grep
    • Glob
    • Write
    • Bash
    • Agent

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    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

Submit loads about 1k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 264 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~79
When it runs · the whole SKILL.md, loaded when a task matches
~1k

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, Grep, Glob, Write, Bash, 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); files beside SKILL.md 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 264 words (~1,037 tokens).

“Final submission gate combining full verification, score enforcement, and submission checklist.”

— opening of SKILL.md by brycewang-stanford, Custom licence
name
submit
allowed-tools
Read, Grep, Glob, Write, Bash, Agent
argument-hint
[journal name (optional)]

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/41-sticerd-eee-sewage-econometrics-check/skills/submit of brycewang-stanford/Auto-Empirical-Research-Skills.

Open the folder on GitHubat commit 9fa87d8

Compare with similar skills

Submit 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.

Submit compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Submit this skillbrycewang-stanford/Auto-Empirical-Research-Skills4.5k—~1kAutomated safety check: NotesCustom licence
Ectj Submissionfranklee16/academic-research-skills2231 repos~417Automated safety check: PassNone
Rof Replication And Data Policybrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Tech Resume Optimizerdavila7/claude-code-templates32k1 repos~2.7kAutomated safety check: PassMIT
AlternativesJoelLewis/finance_skills205—~2.1kAutomated safety check: PassMIT
Reactive Resume Builderreactive-resume/reactive-resume44k—~1.5kAutomated safety check: PassMIT

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Questions about Submit

What does Submit do?

Final submission verification gate for the sewage-house-prices paper. Submit is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Final submission verification gate for the sewage-house-prices paper.

When should I use Submit?

Submit fits situations like: tasks that involve Resume and CV writing; tasks that involve Database administration.

How do I install Submit in Claude Code?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill submit -a claude-code`. Or copy the skill folder (skills/41-sticerd-eee-sewage-econometrics-check/skills/submit in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/submit in your project. Claude Code loads it when a task matches its description.

How do I install Submit in Codex?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill submit -a codex`. Or copy the skill folder (skills/41-sticerd-eee-sewage-econometrics-check/skills/submit in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/submit in your project. Codex loads it when a task matches its description.

Can I use Submit 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 submit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/submit, .gemini/skills/submit, .github/skills/submit and .opencode/skills/submit in your project.

What does Submit need to run?

SKILL.md names no scripts, command-line tools or credentials: Submit is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob, Write, Bash, Agent.

Does Submit 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 Submit 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. Review the folder before installing.

What licence does Submit use?

Submit 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 Submit use?

About 1k tokens (SKILL.md is roughly 4.1k 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 Submit?

Skills that share tags, products or a category with Submit: Ectj Submission (franklee16/academic-research-skills, 223 stars), Rof Replication And Data Policy (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Tech Resume Optimizer (davila7/claude-code-templates, 32k stars) and Alternatives (JoelLewis/finance_skills, 205 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Submit?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,529 GitHub stars. The repository holds 364 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.