Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when finalizing the main exhibits (tables and figures) of a The Economic Journal (EJ) manuscript so each one carries economic content, reads to a general audience, and is…
Install Ecj Tables Figures
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ecj-tables-figures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ecj-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/The-Economic-Journal-Skills/skills/ecj-tables-figures .claude/skills/ecj-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 "ecj-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/The-Economic-Journal-Skills/skills/ecj-tables-figures into .claude/skills/ecj-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ecj-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/The-Economic-Journal-Skills/skills/ecj-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 ecj-tables-figures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ecj-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/The-Economic-Journal-Skills/skills/ecj-tables-figures .agents/skills/ecj-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 "ecj-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/The-Economic-Journal-Skills/skills/ecj-tables-figures into .agents/skills/ecj-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ecj-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 ecj-tables-figures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ecj-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/The-Economic-Journal-Skills/skills/ecj-tables-figures .cursor/skills/ecj-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 "ecj-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/The-Economic-Journal-Skills/skills/ecj-tables-figures into .cursor/skills/ecj-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ecj-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 The-Economic-Journal-Skills/skills/ecj-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 ecj-tables-figures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ecj-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/The-Economic-Journal-Skills/skills/ecj-tables-figures .gemini/skills/ecj-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 "ecj-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/The-Economic-Journal-Skills/skills/ecj-tables-figures into .gemini/skills/ecj-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ecj-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 ecj-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 ecj-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/The-Economic-Journal-Skills/skills/ecj-tables-figures .github/skills/ecj-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 "ecj-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/The-Economic-Journal-Skills/skills/ecj-tables-figures into .github/skills/ecj-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ecj-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 ecj-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 ecj-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/The-Economic-Journal-Skills/skills/ecj-tables-figures .opencode/skills/ecj-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 "ecj-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/The-Economic-Journal-Skills/skills/ecj-tables-figures into .opencode/skills/ecj-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ecj-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
ecj-tables-figures- GitHub stars
- 1.2k
- Token cost
- ~1.4k tokens
- SKILL.md length
- 650 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when finalizing the main exhibits (tables and figures) of a The Economic Journal (EJ) manuscript so each one carries economic content, reads to a general audience, and is…
- Finalizing the main exhibits (tables and figures) of a The Economic Journal (EJ) manuscript so each one carries economic content
- SKILL.md covers When to trigger, The EJ exhibit philosophy, Execution bridge (StatsPAI /… and Checklist, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Reads to a general audience
What it does
Ecj Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when finalizing the main exhibits (tables and figures) of a The Economic Journal (EJ) manuscript so each one carries economic content, reads to a general audience, and is self-contained. Sets exhibit design and notes standards; it does not decide which results to report (see ecj-robustness).
Its SKILL.md is about 1.4k 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. 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
- Finalizing the main exhibits (tables and figures) of a The Economic Journal (EJ) manuscript so each one carries economic content
- Reads to a general audience
- Is self-contained
Example prompts
- “/ecj-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
Ecj Tables Figures loads about 1.4k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 650 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). 650 words, ~1,412 tokens.
Download SKILL.mdSave it as
.claude/skills/ecj-tables-figures/SKILL.md (or your agent's skills folder).- name
- ecj-tables-figures
- description
- Use when finalizing the main exhibits (tables and figures) of a The Economic Journal (EJ) manuscript so each one carries economic content, reads to a general audience, and is self-contained. Sets exhibit design and notes standards; it does not decide which results to report (see ecj-robustness).
Tables & Figures (ecj-tables-figures)
When to trigger
- Tables are overloaded with columns; the reader cannot find the economic point
- Figures are decorative rather than carrying the argument
- Notes are thin — a reader cannot reconstruct units, sample, or specification from the exhibit alone
- You are deciding what belongs in the main text vs. the online appendix, or working within the short-paper exhibit budget
The EJ exhibit philosophy
An EJ table or figure should be self-contained and legible to a generalist: a referee or non-specialist skimming exhibits should grasp the result, the magnitude, and what it means without hunting through the text. EJ's broad-interest, exposition-first identity makes this acute — an exhibit only your subfield can parse undersells the paper. Every exhibit must also be regenerated by the master script in the Zenodo replication deposit, so the numbers in the paper and the numbers the code produces must match exactly when the EJ Data Editor verifies them before final acceptance (see ecj-replication-package). The headline result usually deserves a figure (an event-study plot, a model-fit plot, a counterfactual) because magnitudes and dynamics read faster than a coefficient.
For a short paper (AER:Insights-style), the exhibit budget is tight (5 exhibits; verified 2026-06-20): every exhibit must earn its place; demote the rest to the online appendix.
Tables
- Report economic magnitudes, not just stars: effect relative to the mean, an elasticity, a standardized effect, or a monetary/welfare figure.
- One table = one idea. The main results table should fit on a page and be readable without the text.
- Columns build an argument (baseline → +controls → preferred → alternative design), not an undifferentiated grid.
- Standard errors in parentheses; state the clustering level in the note. Prefer reporting CIs or exact SEs over star-only inference.
- Self-contained note: sample, period, unit of observation, dependent-variable definition, specification, SE structure, and what each column adds.
Figures
- Use a figure to carry the main result when dynamics/magnitudes matter (event studies, dose-response, model fit, counterfactual paths).
- Plot confidence bands, not just point estimates. Label axes with units and economic meaning.
- Grayscale-safe and legible in print; no 3-D effects, no unnecessary gridlines.
- Each figure's caption states what the reader should conclude economically.
Main text vs. online appendix
- Main text: the identifying result, the mechanism evidence, the key magnitude, the headline counterfactual — typically a small number of exhibits.
- Online appendix: the full robustness battery, descriptive tables, secondary heterogeneity, and supporting derivations.
Show full SKILL.md (259 more words)Show less
Execution bridge (StatsPAI / Stata MCP)
Generate exhibits from the fitted result, not by retyping numbers. Full map:
execution-with-mcp. The Economic Journal is general-interest economics; the DiD/IV/RDD chain serves its broad applied lane.
- Tables:
etable(multi-model) ordid_summary_to_latexstraight from theresult_id. - Figures:
plot_from_result/enhanced_event_study_plot/event_study_table— axis units and the SE/clustering note baked in. - Every note names the estimator + clustering and states the magnitude in interpretable units.
See a full fitted-result → exhibit chain in the JF execution walkthrough.
Checklist
- Headline result expressed as an economic magnitude (relative to mean / elasticity / welfare), not stars alone
- Main results readable without the surrounding text, by a non-specialist
- Every table note states sample, period, unit, DV definition, spec, and clustering level
- Columns/panels build an argument rather than dumping specifications
- At least one figure carries the main result with confidence bands
- Figures legible in grayscale; axes labeled with units and meaning
- Exhibit count disciplined (short paper: within the 5-exhibit budget); heavy material in the online appendix
- Every exhibit number reproduces from the deposited code; in-text references match exactly
Anti-patterns
- Star-only tables with no economic magnitude — a referee cannot tell if the effect matters
- Numbers in an exhibit that the deposited code does not reproduce — fatal at EJ Data Editor verification
- A 12-column main table that no one outside the subfield can parse
- Figures with no confidence bands, or with chartjunk / 3-D / rainbow palettes
- Notes too thin to reconstruct the specification
- Reporting R² and stars but never the units of the dependent variable
- Blowing the short-paper exhibit budget instead of using the online appendix
Output format
【Main exhibits】tables: N, figures: N (short-paper budget respected? [y/n])
【Magnitude reported】mean-relative / elasticity / welfare / standardized
【Headline figure】what it shows + has CIs? [y/n]
【Notes complete】sample/period/unit/DV/spec/clustering present? [y/n]
【Reproduces from code】numbers match deposit? [y/n]
【Main vs. appendix split】...
【Next】ecj-writing-style© 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 The-Economic-Journal-Skills/skills/ecj-tables-figures of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Ecj 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 |
|---|---|---|---|---|---|---|
| Ecj Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.9k | Automated safety check: Notes | MIT |
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GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Nature Paper Card
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Last30days
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Research what people actually say about any topic in the last 30 days.
Peer Review
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Structured manuscript/grant review with checklist-based evaluation.
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Categories
Questions about Ecj Tables Figures
What does Ecj Tables Figures do?
A skill your agent uses when finalizing the main exhibits (tables and figures) of a The Economic Journal (EJ) manuscript so each one carries economic content, reads to a general audience, and is…. Ecj Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when finalizing the main exhibits (tables and figures) of a The Economic Journal (EJ) manuscript so each one carries economic content, reads to a general audience, and is self-contained.
When should I use Ecj Tables Figures?
Ecj Tables Figures fits situations like: finalizing the main exhibits (tables and figures) of a The Economic Journal (EJ) manuscript so each one carries economic content; reads to a general audience; is self-contained.
How do I install Ecj Tables Figures in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ecj-tables-figures -a claude-code`. Or copy the skill folder (The-Economic-Journal-Skills/skills/ecj-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/ecj-tables-figures in your project. Claude Code loads it when a task matches its description.
How do I install Ecj Tables Figures in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ecj-tables-figures -a codex`. Or copy the skill folder (The-Economic-Journal-Skills/skills/ecj-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/ecj-tables-figures in your project. Codex loads it when a task matches its description.
Can I use Ecj 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 ecj-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/ecj-tables-figures, .gemini/skills/ecj-tables-figures, .github/skills/ecj-tables-figures and .opencode/skills/ecj-tables-figures in your project.
What does Ecj Tables Figures need to run?
SKILL.md names no scripts, command-line tools or credentials: Ecj Tables Figures is instructions for the agent only.
Does Ecj 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 Ecj 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 Ecj Tables Figures use?
Ecj 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 Ecj Tables Figures use?
About 1.4k tokens (SKILL.md is roughly 5.6k 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 Ecj Tables Figures?
Skills that share tags, products or a category with Ecj Tables Figures: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ecj 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.