Agent skill

Revedres Tables Figures

by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when designing the PRISMA flow diagram, forest/funnel plots, and coding/evidence tables for a Review of Educational Research (RER) review or meta-analysis.

MITAuto-check passedDatabases

Install Revedres Tables Figures

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-tables-figures -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills revedres-tables-figures --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/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Review-of-Educational-Research-Skills/skills/revedres-tables-figures .claude/skills/revedres-tables-figures && 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
revedres-tables-figures
GitHub stars
1.2k
Token cost
~1.5k tokens
SKILL.md length
656 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 PRISMA flow diagram, forest/funnel plots, and coding/evidence tables for a Review of Educational Research (RER) review or meta-analysis.

  • Works in 6 steps: The PRISMA numbers must reconcile.… → Compare only commensurable estimates. A… → Carry credibility in the table. Every… → …
  • Designing the PRISMA flow diagram
  • SKILL.md covers When to trigger, Exhibits an RER review is…, Design rules so exhibits do… and Matching the exhibit set to…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Revedres Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing the PRISMA flow diagram, forest/funnel plots, and coding/evidence tables for a Review of Educational Research (RER) review or meta-analysis. Builds exhibits that carry the synthesis; it does not run the analyses (revedres-comprehensiveness-and-balance) or settle reproducibility of the underlying data (revedres-transparency-and-reproducibility).

Its SKILL.md is about 1.5k 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 ORMs and data access and Reproducible research. It works with Prisma. 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

  • Designing the PRISMA flow diagram
  • Forest/funnel plots
  • Coding/evidence tables for a Review of Educational Research (RER) review

Example prompts

  • “/revedres-tables-figures”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. The PRISMA numbers must reconcile. Identified − duplicates − screened-out − full-text-excluded = included. Reviewers add them up; a…
  2. Compare only commensurable estimates. A study-characteristics table that mixes incompatible outcomes invites false "the literature finds…"…
  3. Carry credibility in the table. Every finding/effect column needs a risk-of-bias rating beside it so emphasis is visibly…
  4. The forest plot is the result. Order it by the moderator that matters (so heterogeneity is visible), show weights, and place the pooled…
  5. The conceptual figure should be re-buildable from memory. If a reader cannot redraw your framework after one look, it is too busy.
  6. APA 7 formatting. Number, title, and note each table/figure per APA 7th; figures legible in greyscale; alt-text/notes where required.

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

Revedres Tables Figures loads about 1.5k tokens when it runs. Until then it costs about 97 tokens; SKILL.md has 656 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~97
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k

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). 656 words, ~1,465 tokens.

Download SKILL.mdSave it as .claude/skills/revedres-tables-figures/SKILL.md (or your agent's skills folder).
name
revedres-tables-figures
description
Use when designing the PRISMA flow diagram, forest/funnel plots, and coding/evidence tables for a Review of Educational Research (RER) review or meta-analysis. Builds exhibits that carry the synthesis; it does not run the analyses (revedres-comprehensiveness-and-balance) or settle reproducibility of the underlying data (revedres-transparency-and-reproducibility).

Tables & Figures (revedres-tables-figures)

When to trigger

  • The synthesis is settled and you need exhibits that prove and carry it
  • A draft describes the search in prose with no PRISMA diagram
  • A meta-analysis has results but no forest plot or bias figure
  • Tables list studies without making them comparable to a reader

Exhibits an RER review is expected to carry

A review's exhibits are not decoration — they are how a reader audits your search and reads your synthesis at a glance. Build the right ones for the review type.

ExhibitRequired forWhat it must show
PRISMA flow diagramsystematic reviews & meta-analysesidentification → screening → eligibility → included, with counts and exclusion reasons that reconcile
Study characteristics tableall review typesper-study: sample/context, design, measures, key result, risk-of-bias rating
Forest plotmeta-analysiseach effect with CI, weight, and the pooled estimate; subgroup panels for moderators
Funnel plot (+ Egger/trim-fill)meta-analysispublication-bias diagnostics, not asserted in prose
Coding / evidence-map tablenarrative & critical synthesesstudies arranged by the framework's cells, so the spine is visible
Conceptual figurecritical/integrative synthesesthe organizing model or taxonomy as a diagram

Design rules so exhibits do real work

  1. The PRISMA numbers must reconcile. Identified − duplicates − screened-out − full-text-excluded = included. Reviewers add them up; a mismatch undermines the whole review.
  2. Compare only commensurable estimates. A study-characteristics table that mixes incompatible outcomes invites false "the literature finds…" claims; group by construct and note the metric.
  3. Carry credibility in the table. Every finding/effect column needs a risk-of-bias rating beside it so emphasis is visibly credibility-weighted, not count-weighted.
  4. The forest plot is the result. Order it by the moderator that matters (so heterogeneity is visible), show weights, and place the pooled diamond with its CI and prediction interval where useful.
  5. The conceptual figure should be re-buildable from memory. If a reader cannot redraw your framework after one look, it is too busy.
  6. APA 7 formatting. Number, title, and note each table/figure per APA 7th; figures legible in greyscale; alt-text/notes where required.
Show full SKILL.md (324 more words)Show less

Matching the exhibit set to the review type

Do not build a forest plot for a conceptual synthesis or skip the PRISMA flow for a systematic review — the expected set differs:

  • Meta-analysis: PRISMA flow + study-characteristics table (with effect sizes and risk-of-bias) + forest plot + publication-bias figure are all effectively mandatory. A subgroup forest or meta-regression figure carries the moderator story.
  • Systematic review (narrative): PRISMA flow + a study-characteristics table + an evidence-map table organized by the framework's cells; a forest plot is inappropriate if effects are not pooled.
  • Critical / conceptual synthesis: a conceptual figure of the framework is the centerpiece; an evidence-map or comparison table shows how the literature populates it. No PRISMA flow is required if the synthesis is explicitly non-systematic, but the search logic must still be described.

The exhibits should let a skim-reader reconstruct the search, the corpus, and the synthesis without reading the prose — that is the test of a good RER exhibit set.

Checklist

  • PRISMA flow diagram present (systematic/meta) and its counts reconcile exactly
  • Study-characteristics table: sample, design, measure, result, risk-of-bias per study
  • Forest plot ordered by a meaningful moderator; weights + pooled estimate + CI shown
  • Publication-bias figure (funnel/Egger/trim-fill) included for meta-analyses
  • Narrative/critical review has an evidence-map table arranged by the framework's cells
  • A conceptual figure renders the organizing model (for integrative syntheses)
  • Only commensurable outcomes are tabled together; metric noted per group
  • Tables/figures formatted to APA 7; legible in greyscale; embedded in the Word manuscript

Anti-patterns

  • No PRISMA diagram, or one whose numbers do not add up
  • A study table that mixes incompatible outcomes into one comparison
  • A forest plot with no weights, no pooled estimate, or arbitrary study order
  • Asserting "no publication bias" in prose with no funnel/Egger/trim-fill figure
  • A conceptual figure so cluttered it cannot be redrawn from memory
  • Finding columns with no adjacent quality rating, so weak and strong studies look equal
  • Pasting original-regression output of the author's own data — RER reviews synthesize, not report new estimates

Output format

【Review type】systematic | meta-analysis | critical-integrative
【PRISMA】flow diagram present; counts reconcile? Y/N
【Study table】sample/design/measure/result/RoB per study? Y/N
【Forest plot】ordered by moderator; weights + pooled CI? Y/N (meta)
【Bias figure】funnel/Egger/trim-fill included? Y/N (meta)
【Evidence map】arranged by framework cells? Y/N (narrative/critical)
【Conceptual figure】model/taxonomy diagram present + re-drawable? Y/N
【APA 7】numbering, titles, notes, greyscale legibility checked? Y/N
【Next step】→ revedres-writing-style (write the synthesizing RER voice; abstract + intro last)

© 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 Review-of-Educational-Research-Skills/skills/revedres-tables-figures of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Revedres 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.

Revedres Tables Figures compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Revedres Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT
Method Writingaipoch/medical-research-skills1.9k—~3.4kAutomated safety check: PassMIT
Peer Review Methodologyjaechang-hits/SciAgent-Skills3741 repos~2.9kAutomated safety check: PassCC-BY-4.0
Methods Section Writeraipoch/medical-research-skills1.9k—~1.8kAutomated safety check: PassMIT
Reporting Guideline Compliance Checkeraipoch/medical-research-skills1.9k—~2.9kAutomated safety check: PassMIT
Make FiguresAperivue/medsci-skills333—~8.4kAutomated safety check: PassMIT

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Works with

Questions about Revedres Tables Figures

What does Revedres Tables Figures do?

A skill your agent uses when designing the PRISMA flow diagram, forest/funnel plots, and coding/evidence tables for a Review of Educational Research (RER) review or meta-analysis. Revedres Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing the PRISMA flow diagram, forest/funnel plots, and coding/evidence tables for a Review of Educational Research (RER) review or meta-analysis.

When should I use Revedres Tables Figures?

Revedres Tables Figures fits situations like: designing the PRISMA flow diagram; forest/funnel plots; coding/evidence tables for a Review of Educational Research (RER) review.

How do I install Revedres Tables Figures in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-tables-figures -a claude-code`. Or copy the skill folder (Review-of-Educational-Research-Skills/skills/revedres-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/revedres-tables-figures in your project. Claude Code loads it when a task matches its description.

How do I install Revedres Tables Figures in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-tables-figures -a codex`. Or copy the skill folder (Review-of-Educational-Research-Skills/skills/revedres-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/revedres-tables-figures in your project. Codex loads it when a task matches its description.

Can I use Revedres 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 revedres-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/revedres-tables-figures, .gemini/skills/revedres-tables-figures, .github/skills/revedres-tables-figures and .opencode/skills/revedres-tables-figures in your project.

What does Revedres Tables Figures need to run?

SKILL.md names no scripts, command-line tools or credentials: Revedres Tables Figures is instructions for the agent only.

Does Revedres 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 Revedres 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 Revedres Tables Figures use?

Revedres 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 Revedres Tables Figures use?

About 1.5k tokens (SKILL.md is roughly 5.9k 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 Revedres Tables Figures?

Skills that share tags, products or a category with Revedres Tables Figures: Method Writing (aipoch/medical-research-skills, 1.9k stars), Peer Review Methodology (jaechang-hits/SciAgent-Skills, 374 stars), Methods Section Writer (aipoch/medical-research-skills, 1.9k stars) and Reporting Guideline Compliance Checker (aipoch/medical-research-skills, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Revedres 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.