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A skill your agent uses when building the tables and figures for a Journal of Financial and Quantitative Analysis (JFQA) paper — summary statistics, main regressions, robustness, and…
Install Jfqa Tables Figures
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfqa-tables-figures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfqa-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/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures .claude/skills/jfqa-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 "jfqa-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures into .claude/skills/jfqa-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfqa-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/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-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 jfqa-tables-figures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfqa-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/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures .agents/skills/jfqa-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 "jfqa-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures into .agents/skills/jfqa-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfqa-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 jfqa-tables-figures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfqa-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/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures .cursor/skills/jfqa-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 "jfqa-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures into .cursor/skills/jfqa-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfqa-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 Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-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 jfqa-tables-figures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfqa-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/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures .gemini/skills/jfqa-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 "jfqa-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures into .gemini/skills/jfqa-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfqa-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 jfqa-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 jfqa-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/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures .github/skills/jfqa-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 "jfqa-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures into .github/skills/jfqa-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfqa-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 jfqa-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 jfqa-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/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures .opencode/skills/jfqa-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 "jfqa-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures into .opencode/skills/jfqa-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfqa-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
jfqa-tables-figures- GitHub stars
- 1.2k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 693 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when building the tables and figures for a Journal of Financial and Quantitative Analysis (JFQA) paper — summary statistics, main regressions, robustness, and…
- Building the tables and figures for a Journal of Financial and Quantitative Analysis (JFQA) paper — summary statistics
- SKILL.md covers Standard finance exhibit set, Self-contained notes (required…, Presentation standards and Formatting compliance, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Main regressions
What it does
Jfqa Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building the tables and figures for a Journal of Financial and Quantitative Analysis (JFQA) paper — summary statistics, main regressions, robustness, and finance-standard exhibits with self-contained notes that state sample, clustering, winsorizing, and economic magnitudes. Use to make exhibits readable under double-anonymous review and consistent with JFQA formatting.
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 Data & Analytics, covering Data analysis. It works with Model Context Protocol. 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 the tables and figures for a Journal of Financial and Quantitative Analysis (JFQA) paper — summary statistics
- Main regressions
- Finance-standard exhibits with self-contained notes that state sample
- Economic magnitudes
Example prompts
- “/jfqa-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
Jfqa Tables Figures loads about 1.5k tokens when it runs. Until then it costs about 100 tokens; SKILL.md has 693 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). 693 words, ~1,501 tokens.
Download SKILL.mdSave it as
.claude/skills/jfqa-tables-figures/SKILL.md (or your agent's skills folder).- name
- jfqa-tables-figures
- description
- Use when building the tables and figures for a Journal of Financial and Quantitative Analysis (JFQA) paper — summary statistics, main regressions, robustness, and finance-standard exhibits with self-contained notes that state sample, clustering, winsorizing, and economic magnitudes. Use to make exhibits readable under double-anonymous review and consistent with JFQA formatting.
JFQA Tables & Figures (jfqa-tables-figures)
Use this skill to design exhibits for a JFQA manuscript so a reviewer can read each one standalone and so the file complies with the journal's prescriptive formatting.
Standard finance exhibit set
- Table 1 — Summary statistics: variable definitions, N, means, SDs, key percentiles; note winsorizing/trimming.
- Correlation matrix where relevant.
- Main results table: the core regressions/sorts, with coefficients, SEs, the clustering dimension, fixed effects listed, and N.
- Robustness tables: alternative samples, definitions, FE/clustering.
- Heterogeneity / mechanism tables.
- Figures: event-study coefficient plots, portfolio-sort patterns, RDD discontinuity plots, time-series of the key series.
Self-contained notes (required discipline)
Each table/figure note must state: sample and period, unit of observation, what is winsorized, the SE/clustering choice, fixed effects, and how to read the magnitude. A reviewer should not need the text to interpret the exhibit.
Presentation standards
- Report economic magnitudes, not only significance stars; finance referees want effect sizes (bps, monthly alpha, elasticities).
- Number tables/figures and call them out in order.
- Keep figures clean (vector output, legible at print resolution, no chartjunk).
Formatting compliance
JFQA submissions use 8.5 × 11 paper, 1-inch margins, 12-pt Times New Roman, double-spaced (body and appendices), in a single text-searchable PDF. Ensure embedded exhibits stay legible at these settings and that the PDF remains searchable (no image-only tables).
Execution bridge (StatsPAI / Stata MCP)
Generate exhibits from the fitted result, not by retyping numbers (the usual source of
body-vs-appendix drift). Full map: execution-with-mcp.
- Tables:
etable(multi-model columns) ordid_summary_to_latexstraight from theresult_id— one variable definition, one set of numbers, body and appendix in sync. - 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 (from the result's diagnostics) and states the magnitude in interpretable units.
See a full fitted-result → exhibit chain in the JF execution walkthrough.
Anti-patterns
- Tables that require the text to interpret.
- Significance stars with no economic magnitude.
- Undisclosed winsorizing or an unstated clustering choice.
- Image-only exhibits that break the text-searchable-PDF requirement.
A model JFQA table note, dissected (numbers illustrative)
Table 3 reports value-weighted monthly returns of decile portfolios sorted on the signal using NYSE breakpoints, July 1973 to December 2023. The sample is CRSP common stocks (share codes 10/11); accounting variables are winsorized at the 1st/99th percentiles and lagged six months. The 10-1 spread is 0.42% per month (t = 2.9, Newey-West with 6 lags), about 5.2% annualized. Alphas are from the five-factor model plus momentum.
Why each clause earns its place: sample and period (replicability), breakpoints and weighting (the two choices that most often flip sort results), winsorizing and lags (data hygiene a JFQA referee will probe), spread with both monthly and annualized magnitude (economic significance), inference method with the lag count (no hidden SE choices), and the benchmark model (so "alpha" is defined). Write every note to this standard and the exhibit survives being read in isolation.
Show full SKILL.md (222 more words)Show less
Result-to-exhibit decision table
| Result type | Exhibit JFQA referees expect |
|---|---|
| Cross-sectional return premium | decile-sort table with 10-1 row, then a Fama-MacBeth table |
| Policy/regulation effect | event-study coefficient figure with CIs, then a group-time ATT table |
| Threshold design | binned scatter at the cutoff plus a bandwidth-robustness table |
| Mechanism claim | split-sample or interaction table keyed to where the channel should bind |
| Headline magnitude | a one-SD / %-of-mean row built into the main table, not buried in text |
Calibration anchors from the published page
- Recent JFQA empirical papers commonly carry on the order of eight to twelve main-text exhibits, with additional robustness in an Internet Appendix — treat this as a soft anchor from reading recent issues, not a quota, and calibrate within your subfield.
- Internet Appendix exhibits are numbered separately (IA.1, IA.2, ...); the main text must stand alone without them.
- Every exhibit is cited in order of first mention; an orphan exhibit signals padding to a screener already wary of over-long papers.
Figure craft for quantitative referees
- Coefficient and event-study plots carry confidence intervals and a marked reference period; a point-estimate-only figure invites the inference question all over again.
- Axis labels use finance units (bps, %, $bn), and the scale is chosen so the economic magnitude — not just the shape — is readable.
- Figures must survive grayscale printing and the 8.5 × 11 double-spaced layout without shrinking below legibility.
Output format
【Exhibit list】Table 1...N, Figure 1...M with one-line purpose each
【Notes】each states sample / clustering / winsor / magnitude
【Formatting】fits 8.5x11 / 1-in / 12-pt TNR, PDF searchable
【Next step】jfqa-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 Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jfqa 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 |
|---|---|---|---|---|---|---|
| Jfqa Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Save Research Notebooknapjon/krisk | 117 | — | ~702 | Automated safety check: Pass | BSD-3-Clause | |
| Ktx AnalyticsKaelio/ktx | 1.6k | — | ~10k | Automated safety check: Pass | Apache-2.0 | |
| Jupyter Notebook BuilderKilo-Org/kilo-marketplace | 190 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Replnteract/nteract | 179 | — | ~1.4k | Automated safety check: Pass | BSD-3-Clause | |
| Cao Workflowawslabs/cli-agent-orchestrator | 1.4k | — | ~4.5k | Automated safety check: Pass | Apache-2.0 |
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Questions about Jfqa Tables Figures
What does Jfqa Tables Figures do?
A skill your agent uses when building the tables and figures for a Journal of Financial and Quantitative Analysis (JFQA) paper — summary statistics, main regressions, robustness, and…. Jfqa Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building the tables and figures for a Journal of Financial and Quantitative Analysis (JFQA) paper — summary statistics, main regressions, robustness, and finance-standard exhibits with self-contained notes that state sample, clustering, winsorizing, and economic magnitudes.
When should I use Jfqa Tables Figures?
Jfqa Tables Figures fits situations like: building the tables and figures for a Journal of Financial and Quantitative Analysis (JFQA) paper — summary statistics; main regressions; finance-standard exhibits with self-contained notes that state sample; economic magnitudes.
How do I install Jfqa Tables Figures in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfqa-tables-figures -a claude-code`. Or copy the skill folder (Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jfqa-tables-figures in your project. Claude Code loads it when a task matches its description.
How do I install Jfqa Tables Figures in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfqa-tables-figures -a codex`. Or copy the skill folder (Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jfqa-tables-figures in your project. Codex loads it when a task matches its description.
Can I use Jfqa 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 jfqa-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/jfqa-tables-figures, .gemini/skills/jfqa-tables-figures, .github/skills/jfqa-tables-figures and .opencode/skills/jfqa-tables-figures in your project.
What does Jfqa Tables Figures need to run?
SKILL.md names no scripts, command-line tools or credentials: Jfqa Tables Figures is instructions for the agent only.
Does Jfqa 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 Jfqa 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 Jfqa Tables Figures use?
Jfqa 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 Jfqa Tables Figures use?
About 1.5k tokens (SKILL.md is roughly 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 Jfqa Tables Figures?
Skills that share tags, products or a category with Jfqa Tables Figures: Save Research Notebook (napjon/krisk, 117 stars), Ktx Analytics (Kaelio/ktx, 1.6k stars), Jupyter Notebook Builder (Kilo-Org/kilo-marketplace, 190 stars) and Repl (nteract/nteract, 179 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jfqa 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.