Peer Review
K-Dense-AI/claude-scientific-writer
Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.
A skill your agent uses when designing the summary tables and conceptual figures for an Annual Review of Psychology (ARPsych) review — the who-found-what tables and the one framework diagram that…
Install Arpsych Tables Figures
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arpsych-tables-figures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arpsych-tables-figures --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/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures .claude/skills/arpsych-tables-figures && 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 "arpsych-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures into .claude/skills/arpsych-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arpsych-tables-figures", 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/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figuresType 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/Awesome-Journal-Skills --skill arpsych-tables-figures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arpsych-tables-figures --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures .agents/skills/arpsych-tables-figures && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "arpsych-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures into .agents/skills/arpsych-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arpsych-tables-figures", 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/Awesome-Journal-Skills --skill arpsych-tables-figures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arpsych-tables-figures --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures .cursor/skills/arpsych-tables-figures && 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 "arpsych-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures into .cursor/skills/arpsych-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arpsych-tables-figures", 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/Awesome-Journal-Skills.git --path Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures--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/Awesome-Journal-Skills --skill arpsych-tables-figures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arpsych-tables-figures --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures .gemini/skills/arpsych-tables-figures && 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 "arpsych-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures into .gemini/skills/arpsych-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arpsych-tables-figures", 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/Awesome-Journal-Skills arpsych-tables-figuresInstalls 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/Awesome-Journal-Skills --skill arpsych-tables-figures -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures .github/skills/arpsych-tables-figures && 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 "arpsych-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures into .github/skills/arpsych-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arpsych-tables-figures", 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/Awesome-Journal-Skills --skill arpsych-tables-figures -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/Awesome-Journal-Skills arpsych-tables-figures --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures .opencode/skills/arpsych-tables-figures && 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 "arpsych-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures into .opencode/skills/arpsych-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arpsych-tables-figures", 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
arpsych-tables-figures- GitHub stars
- 1.2k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 488 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when designing the summary tables and conceptual figures for an Annual Review of Psychology (ARPsych) review — the who-found-what tables and the one framework diagram that…
- Works in 2 steps: The conceptual framework figure (the… → The synthesis table (who found what)
- Tasks that involve Reproducible research
- SKILL.md covers When to trigger, Exhibits in a review do…, Checklist and Anti-patterns, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Arpsych Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing the summary tables and conceptual figures for an Annual Review of Psychology (ARPsych) review — the who-found-what tables and the one framework diagram that carries the spine. Designs exhibits; it does not design the spine itself (arpsych-organizing-framework) or run a meta-analysis (arpsych-transparency-and-reproducibility).
Its SKILL.md is about 1.1k 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 Research & Science, covering Reproducible research. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- Tasks that involve Reproducible research
Example prompts
- “/arpsych-tables-figures”
Workflow steps
2 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. 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
Arpsych Tables Figures loads about 1.1k tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 488 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 brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 488 words, ~1,111 tokens.
Download SKILL.mdSave it as
.claude/skills/arpsych-tables-figures/SKILL.md (or your agent's skills folder).- name
- arpsych-tables-figures
- description
- Use when designing the summary tables and conceptual figures for an Annual Review of Psychology (ARPsych) review — the who-found-what tables and the one framework diagram that carries the spine. Designs exhibits; it does not design the spine itself (arpsych-organizing-framework) or run a meta-analysis (arpsych-transparency-and-reproducibility).
Tables & Figures — Exhibits That Carry the Spine (arpsych-tables-figures)
When to trigger
- The framework is set and you need exhibits that show it, not decorate the text
- A who-found-what summary table would save pages of prose
- The review needs one figure a reader can screenshot and remember
- A meta-analytic result needs a forest plot or effect-summary display
Exhibits in a review do different work than in a primary paper
A primary paper's figures report results; a review's exhibits organize a literature. ARPsych readers and teachers reproduce the good ones in slides for years. Two exhibit types carry most of the load:
1. The conceptual framework figure (the signature exhibit)
One diagram that makes the spine visible — the taxonomy, the process model, the levels-of-analysis stack, the theory contest. It is the review's logo. Tests:
- A reader who sees only this figure grasps the review's argument about the field.
- Every box/arrow maps to a section; nothing in the figure is unexplained in text and vice versa.
- It is self-contained — caption defines all terms; no jargon a non-specialist can't parse.
- It is generative: empty regions read as open questions, not blank space.
2. The synthesis table (who found what)
A structured table that compresses the evidence matrix into reader-facing form — typically rows = studies/constructs, columns = population, design, key finding, replication status. This is how a review honors comprehensiveness without narrating every study: the table holds the coverage, the prose discusses the cell-defining work.
| Exhibit | Carries | Failure mode |
|---|---|---|
| Framework figure | the organizing idea | a pretty diagram that doesn't match the sections |
| Synthesis table | coverage + comparability | a wall of cells with no column that adjudicates |
| Forest / effect plot | a quantitative synthesis | shown without search protocol or heterogeneity |
| Timeline / paradigm map | the evolution of ideas | decorative chronology with no argument |
Show full SKILL.md (196 more words)Show less
Production constraints (检索于 2026-06；以官网为准)
Annual Reviews copyedits to house format at production and re-renders figures; deliver editable source and high-resolution files, and secure permission for any reproduced/adapted exhibit (检索于 2026-06；以官网为准). Color is used in the online/OA version; ensure figures remain legible if printed grayscale. Confirm exact figure specs on the author pages.
Checklist
- One conceptual framework figure that makes the spine visible
- A reader seeing only that figure can state the review's argument
- Every figure element maps to a section (and vice versa)
- Synthesis table compresses the evidence matrix; has a column that adjudicates (e.g., replication status)
- Any forest/effect plot is paired with a documented search + heterogeneity note
- Captions are self-contained; terms defined; legible in grayscale
- Permissions secured for reproduced/adapted exhibits
- Editable source + high-res files prepared; figure specs re-checked on author pages
Anti-patterns
- A decorative framework figure that does not match the actual section structure
- A synthesis table with no adjudicating column (just a list, not a comparison)
- A forest plot with no stated search/inclusion protocol (uninterpretable, fails transparency)
- Figures that need the body text to be understood (not self-contained)
- Reproducing a copyrighted figure without permission
- Cramming the whole literature into one unreadable mega-table
Output format
【Framework figure】present? makes the spine visible? Y/N
【Synthesis table】compresses matrix; has an adjudicating column? Y/N
【Quant exhibit】forest/effect plot tied to documented search? (N/A if none)
【Self-containment】captions define terms; grayscale-legible? Y/N
【Permissions】reproduced exhibits cleared? Y/N
【Production】editable source + high-res; specs re-checked? Y/N
【Next step】→ arpsych-writing-style (write the prose around these exhibits)© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Arpsych Tables Figures 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 |
|---|---|---|---|---|---|---|
| Arpsych Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Peer ReviewK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT | |
| CHARLS Paper Reproduction Guidexjtulyc/MedgeClaw | 617 | 1 repos | ~1.8k | Automated safety check: Pass | None | |
| Compute Environment Setupaipoch/open-science | 5.5k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Figure Styleaipoch/open-science | 5.5k | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | |
| Add Bactopia Toolbactopia/bactopia | 522 | — | ~4.1k | Automated safety check: Pass | MIT |
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Prepares setup instructions and a named activation file for a user-managed software environment on an Open-Science SSH or Slurm compute host.
Figure Style
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Publication-grade correctness and legibility rules for final-deliverable scientific figures, not exploratory plots.
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Questions about Arpsych Tables Figures
What does Arpsych Tables Figures do?
A skill your agent uses when designing the summary tables and conceptual figures for an Annual Review of Psychology (ARPsych) review — the who-found-what tables and the one framework diagram that…. Arpsych Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing the summary tables and conceptual figures for an Annual Review of Psychology (ARPsych) review — the who-found-what tables and the one framework diagram that carries the spine.
When should I use Arpsych Tables Figures?
Arpsych Tables Figures fits situations like: tasks that involve Reproducible research.
How do I install Arpsych Tables Figures in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arpsych-tables-figures -a claude-code`. Or copy the skill folder (Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/arpsych-tables-figures in your project. Claude Code loads it when a task matches its description.
How do I install Arpsych Tables Figures in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arpsych-tables-figures -a codex`. Or copy the skill folder (Annual-Review-of-Psychology-Skills/skills/arpsych-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/arpsych-tables-figures in your project. Codex loads it when a task matches its description.
Can I use Arpsych Tables Figures 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/Awesome-Journal-Skills --skill arpsych-tables-figures -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/arpsych-tables-figures, .gemini/skills/arpsych-tables-figures, .github/skills/arpsych-tables-figures and .opencode/skills/arpsych-tables-figures in your project.
What does Arpsych Tables Figures need to run?
SKILL.md names no scripts, command-line tools or credentials: Arpsych Tables Figures is instructions for the agent only.
Does Arpsych Tables Figures 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 Arpsych Tables Figures 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 Arpsych Tables Figures use?
Arpsych Tables Figures 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 Arpsych Tables Figures use?
About 1.1k tokens (SKILL.md is roughly 4.4k 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 Arpsych Tables Figures?
Skills that share tags, products or a category with Arpsych Tables Figures: Peer Review (K-Dense-AI/claude-scientific-writer, 2.4k stars), CHARLS Paper Reproduction Guide (xjtulyc/MedgeClaw, 617 stars), Compute Environment Setup (aipoch/open-science, 5.5k stars) and Figure Style (aipoch/open-science, 5.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Arpsych Tables Figures?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.