Acceptance Evidence for Deliveries
lobehub/lobehub
Verifies a delivery end to end by driving the real product on a CLI, web, desktop or iOS Simulator surface, capturing evidence and publishing a round with the lh CLI.
Agent skill
Paper Self Review
by brycewang-stanford in brycewang-stanford/Auto-Empirical-Research-Skills
This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", or mentions systematic paper quality…
Install Paper Self Review
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-self-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills paper-self-review --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/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review .claude/skills/paper-self-review && 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-self-review" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review into .claude/skills/paper-self-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-self-review", 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/33-Galaxy-Dawn-claude-scholar/skills/paper-self-reviewType 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-self-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills paper-self-review --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/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review .agents/skills/paper-self-review && 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-self-review" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review into .agents/skills/paper-self-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-self-review", 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-self-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills paper-self-review --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/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review .cursor/skills/paper-self-review && 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-self-review" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review into .cursor/skills/paper-self-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-self-review", 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/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review--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-self-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills paper-self-review --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/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review .gemini/skills/paper-self-review && 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-self-review" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review into .gemini/skills/paper-self-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-self-review", 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-self-reviewInstalls 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-self-review -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/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review .github/skills/paper-self-review && 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-self-review" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review into .github/skills/paper-self-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-self-review", 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-self-review -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-self-review --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/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review .opencode/skills/paper-self-review && 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-self-review" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review into .opencode/skills/paper-self-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-self-review", 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-self-review- GitHub stars
- 4.6k
- Used in
- 1 other repo
- Token cost
- ~1.2k tokens
- SKILL.md length
- 533 words
- Files
- 4 (incl. references)
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", or mentions systematic paper quality…
- Works in 11 steps: Structure Review → Logic Consistency Check → Citation Completeness → …
- Asks to review paper quality
- SKILL.md covers Core Features, Quality Checklist, When to Use and Review Process, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Paper Self Review is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", or mentions systematic paper quality checking. Provides comprehensive quality assurance checklist for academic papers.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `examples/example-self-review.md`, `references/FINAL-VERDICT.md` and `references/SECTION-CHECKLIST.md`).
It sits in Testing & QA, covering Verification before completion and QA and bug reports. 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
- Asks to review paper quality
- Check paper completeness
- Validate paper structure
- Self-review before submission
Example prompts
- “review paper quality”
- “check paper completeness”
- “validate paper structure”
- “/paper-self-review”
Workflow steps
11 steps, taken from the step headings in SKILL.md.
- Structure Review
- Logic Consistency Check
- Citation Completeness
- Figure/Table Quality
- Writing Clarity
- Structure Review
- Content Review
- Citation Check
- Figure/Table Review
- Writing Quality
- Final Checklist
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 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
Paper Self Review loads about 1.2k tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 74 tokens; SKILL.md has 533 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 533 words (~1,225 tokens).
“A systematic paper quality checking tool that helps researchers conduct comprehensive self-review before submission.”
- name
- paper-self-review
- version
- 0.1.0
Files
SKILL.md and 3 other files (references) in skills/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review of brycewang-stanford/Auto-Empirical-Research-Skills.
- SKILL.md
- examples/example-self-review.md
- references/FINAL-VERDICT.md
- references/SECTION-CHECKLIST.md
Open the folder on GitHubat commit 9fa87d8
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in brycewang-stanford/Auto-Empirical-Research-Skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Paper Self Review 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 Self Review this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | 1 repos | ~1.2k | Automated safety check: Pass | Custom licence | |
| Acceptance Evidence for Deliverieslobehub/lobehub | 83k | — | ~9.7k | Automated safety check: Pass | Apache-2.0 | |
| Evidence-Driven Testingmichaelshimeles/skills | 1.3k | 1 repos | ~3.9k | Automated safety check: Pass | None | |
| PlotJuggler Live VerificationPlotJuggler/PlotJuggler | 6.2k | — | ~956 | Automated safety check: Pass | MPL-2.0 | |
| TUI Change Verification for Warpwarpdotdev/warp | 65k | 1 repos | ~5.5k | Automated safety check: Notes | AGPL-3.0 | |
| Paper Self ReviewGalaxy-Dawn/claude-scholar | 5.7k | — | ~1.5k | Automated safety check: Pass | MIT |
Similar skills
Evidence-Driven Testing
michaelshimeles/skills
Records an annotated screen recording of the agent testing an app hands-on, then posts the video and a results summary to the PR and tracker issue.
PlotJuggler Live Verification
PlotJuggler/PlotJuggler
Confirms that a change to PlotJuggler 4 really works in the running app by proving the rebuild, launching with real data and measuring the result.
TUI Change Verification for Warp
warpdotdev/warp
Runs Warp's terminal UI for real, drives it with keystrokes and reads the rendered screen back to confirm that a change looks and behaves as intended.
Paper Self Review
Galaxy-Dawn/claude-scholar
This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", "audit claims", "check overclaiming"…
Codewhale Dogfood Install
codewhale-hq/Codewhale
Proves a Codewhale change in the real product: a stamped release build, an atomic local install, fresh-shell verification and manual QA that automated gates cannot cover.
More from brycewang-stanford/Auto-Empirical-Research-Skills
All 383 skills in this repoAer Consistency
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when auditing a finished or near-finished AER, AER:Insights, or AEJ manuscript for internal consistency: headline numbers across abstract, introduction, results, and tables…
Latex Paper En
brycewang-stanford/Auto-Empirical-Research-Skills
English LaTeX academic paper assistant for existing .tex projects.
Bayesian Workflow
brycewang-stanford/Auto-Empirical-Research-Skills
Opinionated Bayesian modeling workflow with PyMC and ArviZ. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.
Daily Paper Generator
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers", "review brain-computer interface papers", or wants to create paper…
Five Questions
brycewang-stanford/Auto-Empirical-Research-Skills
Deeply analyze any empirical economics PDF using the five-question framework (五问框架): research question, identification strategy, core estimand, robustness logic, and scholarly contribution.
Kaggle Research
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when a research task needs reproducible Kaggle discovery, metadata inspection, bounded public-data downloads, competition or kernel discovery, model discovery, or an…
Related
Questions about Paper Self Review
What does Paper Self Review do?
This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", or mentions systematic paper quality…. Paper Self Review is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", or mentions systematic paper quality checking.
When should I use Paper Self Review?
Paper Self Review fits situations like: asks to review paper quality; check paper completeness; validate paper structure; self-review before submission.
How do I install Paper Self Review in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-self-review -a claude-code`. Or copy the skill folder (skills/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/paper-self-review in your project. Claude Code loads it when a task matches its description.
How do I install Paper Self Review in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-self-review -a codex`. Or copy the skill folder (skills/33-Galaxy-Dawn-claude-scholar/skills/paper-self-review in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/paper-self-review in your project. Codex loads it when a task matches its description.
Can I use Paper Self Review 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-self-review -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-self-review, .gemini/skills/paper-self-review, .github/skills/paper-self-review and .opencode/skills/paper-self-review in your project.
What does Paper Self Review need to run?
SKILL.md names no scripts, command-line tools or credentials: Paper Self Review is instructions for the agent only.
Does Paper Self Review 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 Self Review 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 Paper Self Review use?
Paper Self Review 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 Self Review use?
About 1.2k tokens (SKILL.md is roughly 4.9k 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 198 tokens, read only when the agent opens those files.
What are the alternatives to Paper Self Review?
Skills that share tags, products or a category with Paper Self Review: Acceptance Evidence for Deliveries (lobehub/lobehub, 83k stars), Evidence-Driven Testing (michaelshimeles/skills, 1.3k stars), PlotJuggler Live Verification (PlotJuggler/PlotJuggler, 6.2k stars) and TUI Change Verification for Warp (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Paper Self Review?
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.