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Agent skill

Arecon Tables Figures

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

A skill your agent uses when building exhibits for an Annual Review of Economics (ARE) review — summary "who-found-what" tables, the conceptual/framework figure, and meta-evidence exhibits that…

MITAuto-check passed

Install Arecon Tables Figures

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

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arecon-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/Annual-Review-of-Economics-Skills/skills/arecon-tables-figures .claude/skills/arecon-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
arecon-tables-figures
GitHub stars
1.2k
Token cost
~1.5k tokens
SKILL.md length
680 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 an Annual Review of Economics (ARE) review — summary "who-found-what" tables, the conceptual/framework figure, and meta-evidence exhibits that…

  • Building exhibits for an Annual Review of Economics (ARE) review — summary who-found-what tables
  • SKILL.md covers When to trigger, The three exhibit types an ARE…, Building a credible summary… and The conceptual figure is ARE's…, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • The conceptual/framework figure

What it does

Arecon Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building exhibits for an Annual Review of Economics (ARE) review — summary "who-found-what" tables, the conceptual/framework figure, and meta-evidence exhibits that synthesize across studies. Designs review exhibits; it does not produce original-estimate regression tables (an ARE review reports no new estimates of its own).

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.

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 an Annual Review of Economics (ARE) review — summary who-found-what tables
  • The conceptual/framework figure
  • Meta-evidence exhibits that synthesize across studies

Example prompts

  • “who-found-what”
  • “/arecon-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

Arecon Tables Figures loads about 1.5k tokens when it runs. Until then it costs about 89 tokens; SKILL.md has 680 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~89
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). 680 words, ~1,456 tokens.

Download SKILL.mdSave it as .claude/skills/arecon-tables-figures/SKILL.md (or your agent's skills folder).
name
arecon-tables-figures
description
Use when building exhibits for an Annual Review of Economics (ARE) review — summary "who-found-what" tables, the conceptual/framework figure, and meta-evidence exhibits that synthesize across studies. Designs review exhibits; it does not produce original-estimate regression tables (an ARE review reports no new estimates of its own).

Tables & Figures for a Review (arecon-tables-figures)

When to trigger

  • The synthesis is done and an adjacent-field reader needs to see the field at a glance
  • A controversy or a body of estimates would be clearer as a table than as prose
  • The organizing framework would land better as a diagram
  • You are tempted to paste a regression table — but this is a review, not a primary paper

The three exhibit types an ARE review actually uses

ARE exhibits summarize across the literature; they do not present the author's own estimation. The workhorses:

ExhibitPurposeDesign notes
Who-found-what summary tableone row per study (or per design class): question/estimand, method, sample, finding (direction + magnitude), credibility noterows ordered by the framework's cells, not chronology; columns let the reader compare comparable objects
Conceptual / framework figurerender the organizing spine — taxonomy tree, mechanism diagram, the simple unifying modelthis is often the review's signature exhibit; it should be restate-able from memory by a non-specialist
Meta-evidence exhibita forest-style plot, a timeline of methods, a coverage mapuse only when the estimates are commensurable; otherwise it manufactures false consensus

Building a credible summary table

  • Compare like with like. Group studies that estimate the same object; never put non-comparable estimands in one magnitude column (the cross-study pooling error from arecon-evidence-standards).
  • Carry uncertainty and credibility. A finding column without a credibility/identification note invites the question "but how good is that study?" — answer it in the table.
  • Self-contained captions. An ARE exhibit is read on its own by an outsider; the caption states what the table shows, the unit, how to read a row, and the source studies.
  • Source every cell. Each entry traces to a paper in the evidence matrix; an unsourced number in a review of record is indefensible.

The conceptual figure is ARE's signature

Because the readership is cross-field, the framework figure carries disproportionate weight: it is what an adjacent economist remembers and reuses. Invest in one diagram that renders the spine cleanly — a taxonomy tree, a mechanism flow, or the simple model — so a reader who recalls nothing else can reconstruct the field's structure from it. Annual Reviews production supports full-color figures; design for legibility in the published two-column format and confirm current figure specs on the author pages (检索于 2026-06；以官网为准).

Show full SKILL.md (302 more words)Show less

Meta-analysis caution

If you assemble effect sizes into a quantitative synthesis (forest plot, meta-regression), you are doing a meta-analysis, with its assumptions — comparable estimands, publication-bias diagnostics, weighting. Do this only where the literature genuinely supports it; otherwise a qualitative who-found-what table is more honest than a spurious pooled number. ARE readers include the methodologists who would catch invalid pooling. If you do run a meta-analysis, its data/code should be reproducible (see arecon-submission).

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 review's argument and avoids consensus-by-accident. If you reproduce an original figure, attribute it and secure any permission Annual Reviews requires (检索于 2026-06；以官网为准).

Checklist

  • Each exhibit synthesizes across studies (no original-estimate regression output)
  • Summary-table rows ordered by framework cells; only comparable estimands share a column
  • Finding columns carry a credibility/identification note, not bare point estimates
  • The conceptual figure renders the spine and is restate-able from memory by a non-specialist
  • Any meta-evidence plot pools only commensurable estimates; bias diagnostics noted
  • Captions are self-contained (what / unit / how to read a row / sources)
  • Every cell sources to a paper in the evidence matrix
  • Figure specs / permissions confirmed against current Annual Reviews author pages (volatile)

Anti-patterns

  • Pasting a regression table of the author's own new estimates — a review reports no new results
  • A who-found-what table that pools incomparable estimands into one magnitude column
  • A forest plot implying a pooled consensus the literature does not support
  • Finding columns with no credibility note (every reader then asks "is that study any good?")
  • A decorative figure that does not encode the framework — wasting the review's signature exhibit
  • Exhibits whose captions require the body text to be intelligible (fails the cross-field reader)

Output format

text
【Exhibit set】<list: summary tables / conceptual figure / meta-evidence>
【Summary table】rows by framework cell; comparable estimands only? Y/N
【Credibility column】present for every finding? Y/N
【Conceptual figure】renders the spine; restate-able from memory? Y/N
【Meta-evidence】pools only commensurable estimates (or omitted)? Y/N
【Sourcing】every cell traces to the evidence matrix? Y/N
【Specs/permissions】confirmed on Annual Reviews author pages? Y/N · 待核实
【Next step】→ arecon-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 Annual-Review-of-Economics-Skills/skills/arecon-tables-figures of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Arecon 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.

Arecon Tables Figures compared with similar skills
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Arecon Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT
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Aer Tables Figuresbrycewang-stanford/Auto-Empirical-Research-Skills4.6k1 repos~2kAutomated safety check: PassCustom licence
Figure Table Auditbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~1.5kAutomated safety check: PassCustom licence
Figurevectorize-io/hindsight48k—~1.9kAutomated safety check: PassMIT
Arsoc Tables Figuresbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT

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Questions about Arecon Tables Figures

What does Arecon Tables Figures do?

A skill your agent uses when building exhibits for an Annual Review of Economics (ARE) review — summary "who-found-what" tables, the conceptual/framework figure, and meta-evidence exhibits that…. Arecon Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building exhibits for an Annual Review of Economics (ARE) review — summary "who-found-what" tables, the conceptual/framework figure, and meta-evidence exhibits that synthesize across studies.

When should I use Arecon Tables Figures?

Arecon Tables Figures fits situations like: building exhibits for an Annual Review of Economics (ARE) review — summary who-found-what tables; the conceptual/framework figure; meta-evidence exhibits that synthesize across studies.

How do I install Arecon Tables Figures in Claude Code?

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

How do I install Arecon Tables Figures in Codex?

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

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

What does Arecon Tables Figures need to run?

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

Does Arecon 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 Arecon 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 Arecon Tables Figures use?

Arecon 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 Arecon Tables Figures use?

About 1.5k tokens (SKILL.md is roughly 5.8k 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 Arecon Tables Figures?

Skills that share tags, products or a category with Arecon Tables Figures: Tables And Figures (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Aer Tables Figures (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Figure Table Audit (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars) and Figure (vectorize-io/hindsight, 48k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Arecon 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.