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A skill your agent uses when building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure, who-found-what summary tables, and (for meta-science)…
Install Ppsych Tables Figures
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppsych-tables-figures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppsych-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/Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures .claude/skills/ppsych-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 "ppsych-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures into .claude/skills/ppsych-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppsych-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/Perspectives-on-Psychological-Science-Skills/skills/ppsych-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 ppsych-tables-figures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppsych-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/Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures .agents/skills/ppsych-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 "ppsych-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures into .agents/skills/ppsych-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppsych-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 ppsych-tables-figures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppsych-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/Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures .cursor/skills/ppsych-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 "ppsych-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures into .cursor/skills/ppsych-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppsych-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 Perspectives-on-Psychological-Science-Skills/skills/ppsych-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 ppsych-tables-figures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppsych-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/Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures .gemini/skills/ppsych-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 "ppsych-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures into .gemini/skills/ppsych-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppsych-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 ppsych-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 ppsych-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/Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures .github/skills/ppsych-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 "ppsych-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures into .github/skills/ppsych-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppsych-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 ppsych-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 ppsych-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/Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures .opencode/skills/ppsych-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 "ppsych-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures into .opencode/skills/ppsych-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppsych-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
ppsych-tables-figures- GitHub stars
- 1.2k
- Token cost
- ~1.6k tokens
- SKILL.md length
- 712 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure, who-found-what summary tables, and (for meta-science)…
- Building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure
- SKILL.md covers When to trigger, The exhibit types a PoPS piece…, Building a credible summary… and The conceptual figure is…, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Who-found-what summary tables
What it does
Ppsych Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure, who-found-what summary tables, and (for meta-science) practice-prevalence or replication exhibits. Designs review/synthesis exhibits in APA style; it does not produce original-experiment result tables (a PoPS review reports no new study of its own).
Its SKILL.md is about 1.6k 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 Databases, covering Database administration. 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
- Building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure
- Who-found-what summary tables
- (for meta-science) practice-prevalence
- Replication exhibits
Example prompts
- “/ppsych-tables-figures”
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
Ppsych Tables Figures loads about 1.6k tokens when it runs. Until then it costs about 98 tokens; SKILL.md has 712 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). 712 words, ~1,557 tokens.
Download SKILL.mdSave it as
.claude/skills/ppsych-tables-figures/SKILL.md (or your agent's skills folder).- name
- ppsych-tables-figures
- description
- Use when building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure, who-found-what summary tables, and (for meta-science) practice-prevalence or replication exhibits. Designs review/synthesis exhibits in APA style; it does not produce original-experiment result tables (a PoPS review reports no new study of its own).
Tables & Figures for a PoPS Piece (ppsych-tables-figures)
When to trigger
- The synthesis is done and a cross-area reader needs to see the field at a glance
- A controversy or a body of effects would be clearer as a table than as prose
- The organizing framework would land better as a diagram (often the signature exhibit)
- For meta-science: prevalence of a practice, or a replication landscape, needs a figure
- You are tempted to paste an experiment's result table — but this is a perspective, not a primary paper
The exhibit types a PoPS piece actually uses
PoPS exhibits summarize or conceptualize across the literature; they do not present the author's own experiment. The workhorses:
| Exhibit | Purpose | Design notes |
|---|---|---|
| Conceptual / framework figure | render the organizing spine — taxonomy tree, theory diagram, the reframe | usually the piece's signature exhibit; restate-able from memory by a non-specialist |
| Who-found-what summary table | one row per study/area: construct, design, sample, finding (direction + magnitude), credibility note | rows ordered by framework cells, not chronology; only comparable constructs share a column |
| Practice-prevalence / meta-science exhibit | bar/trend of how common a practice is; replication-outcome landscape; power distribution | only when the underlying coding is systematic and reproducible |
| Forest / meta-analytic plot | pooled effect with uncertainty | only when estimates are commensurable and you are doing a real meta-analysis |
Building a credible summary table
- Compare like with like. Group studies that measure the same construct; never put non-comparable constructs in one magnitude column.
- Carry uncertainty and credibility. A finding column without effect sizes / CIs and a credibility note invites "but how good is that study?" — answer it in the table.
- Self-contained APA captions. A PoPS exhibit is read on its own by an outsider; the note states what the table shows, the unit, how to read a row, and the source studies (APA table/figure conventions).
- Source every cell. Each entry traces to a paper in the evidence matrix; an unsourced number in a field-shaping piece is indefensible.
The conceptual figure is PoPS's signature
Because the readership is cross-area, the framework figure carries disproportionate weight: it is what a psychologist from another area remembers and reuses. Invest in one diagram that renders the spine cleanly — a taxonomy tree, a theory flow, or the reframe — so a reader who recalls nothing else can reconstruct the argument. Design for legibility in the published format and confirm current figure specs and color policy on the author pages (检索于 2026-06；以官网为准).
Show full SKILL.md (316 more words)Show less
Meta-science exhibits: show the practice, not a vibe
A reform argument lands when the reader sees the prevalence:
- A bar/trend of preregistration, open-data, or replication rates over time makes "the field is changing" concrete.
- A funnel plot or p-curve makes a publication-bias claim auditable rather than rhetorical.
- Every such exhibit must come from the documented, reproducible coding in
ppsych-literature-synthesis— a prevalence figure with an undisclosed sampling frame is the very opacity reform opposes. Note the sampling frame and coding rules in the caption, and deposit the data/code (seeppsych-transparency-and-reproducibility).
Reproduced vs. re-drawn figures
When a figure from a reviewed paper is central, prefer a re-drawn synthesis figure (your own panel placing several studies on common axes) over copying one paper's exhibit — it serves the argument and avoids consensus-by-accident. If you reproduce an original figure, attribute it and secure any permission SAGE requires (检索于 2026-06；以官网为准).
Checklist
- Each exhibit synthesizes/conceptualizes across studies (no original-experiment result output)
- Summary-table rows ordered by framework cells; only comparable constructs share a column
- Finding columns carry effect sizes/CIs and a credibility note, not bare claims
- The conceptual figure renders the spine and is restate-able from memory by a non-specialist
- Any meta-science/forest exhibit pools only commensurable estimates; sampling frame disclosed
- Captions/notes are self-contained and APA-styled (what / unit / how to read / sources)
- Every cell sources to a paper in the evidence matrix; meta-science data/code depositable
- Figure specs / color policy / permissions confirmed against current SAGE author pages (volatile)
Anti-patterns
- Pasting a regression/ANOVA table of the author's own new study — a perspective reports no new results
- A who-found-what table that pools incomparable constructs into one magnitude column
- A prevalence figure or forest plot with an undisclosed, unreproducible sampling frame
- Finding columns with no effect size or credibility note
- A decorative figure that does not encode the framework — wasting the signature exhibit
- Exhibits whose captions need the body text to be intelligible (fails the cross-area reader)
Output format
【Exhibit set】<list: conceptual figure / summary tables / prevalence / forest>
【Conceptual figure】renders the spine; restate-able from memory? Y/N
【Summary table】rows by framework cell; comparable constructs only; effect sizes + credibility? Y/N
【Meta-science exhibit】sampling frame disclosed; coding reproducible? Y/N · N/A
【Forest plot】pools only commensurable estimates (or omitted)? Y/N · N/A
【Sourcing】every cell traces to the evidence matrix? Y/N
【APA/specs/permissions】captions APA; specs + permissions confirmed on SAGE pages? Y/N · 待核实
【Next step】→ ppsych-writing-style (weave exhibits into the synthesis prose)© 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 Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Ppsych 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 |
|---|---|---|---|---|---|---|
| Ppsych Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Hybrid Cloud Outboxesgetsentry/sentry | 46k | — | ~4.8k | Automated safety check: Pass | Custom licence | |
| Replicate Video AdJingyi-Wu-Richael/replicate-video-ad | 108 | 1 repos | ~1.6k | Automated safety check: Pass | None | |
| Sea Orm 2FlyinPancake/yoink | 112 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| Pixel Perfect ReplicationYu-369/VibeCurb | 979 | — | ~8.7k | Automated safety check: Pass | MIT | |
| Horse Database PoolingHashLoad/horse | 1.4k | — | ~1.4k | Automated safety check: Pass | MIT |
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Questions about Ppsych Tables Figures
What does Ppsych Tables Figures do?
A skill your agent uses when building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure, who-found-what summary tables, and (for meta-science)…. Ppsych Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure, who-found-what summary tables, and (for meta-science) practice-prevalence or replication exhibits.
When should I use Ppsych Tables Figures?
Ppsych Tables Figures fits situations like: building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure; who-found-what summary tables; (for meta-science) practice-prevalence; replication exhibits.
How do I install Ppsych Tables Figures in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppsych-tables-figures -a claude-code`. Or copy the skill folder (Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/ppsych-tables-figures in your project. Claude Code loads it when a task matches its description.
How do I install Ppsych Tables Figures in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppsych-tables-figures -a codex`. Or copy the skill folder (Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/ppsych-tables-figures in your project. Codex loads it when a task matches its description.
Can I use Ppsych 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 ppsych-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/ppsych-tables-figures, .gemini/skills/ppsych-tables-figures, .github/skills/ppsych-tables-figures and .opencode/skills/ppsych-tables-figures in your project.
What does Ppsych Tables Figures need to run?
SKILL.md names no scripts, command-line tools or credentials: Ppsych Tables Figures is instructions for the agent only.
Does Ppsych 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 Ppsych 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 Ppsych Tables Figures use?
Ppsych 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 Ppsych Tables Figures use?
About 1.6k tokens (SKILL.md is roughly 6.2k 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 Ppsych Tables Figures?
Skills that share tags, products or a category with Ppsych Tables Figures: Hybrid Cloud Outboxes (getsentry/sentry, 46k stars), Replicate Video Ad (Jingyi-Wu-Richael/replicate-video-ad, 108 stars), Sea Orm 2 (FlyinPancake/yoink, 112 stars) and Pixel Perfect Replication (Yu-369/VibeCurb, 979 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ppsych 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.