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A skill your agent uses when preparing Journal of Banking & Finance (JBF) tables and figures — descriptive statistics, regression tables, event-study plots, mechanism and heterogeneity exhibits…
Install Jbf Tables Figures
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jbf-tables-figures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jbf-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-Banking-and-Finance-Skills/skills/jbf-tables-figures .claude/skills/jbf-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 "jbf-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Banking-and-Finance-Skills/skills/jbf-tables-figures into .claude/skills/jbf-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jbf-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-Banking-and-Finance-Skills/skills/jbf-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 jbf-tables-figures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jbf-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-Banking-and-Finance-Skills/skills/jbf-tables-figures .agents/skills/jbf-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 "jbf-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Banking-and-Finance-Skills/skills/jbf-tables-figures into .agents/skills/jbf-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jbf-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 jbf-tables-figures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jbf-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-Banking-and-Finance-Skills/skills/jbf-tables-figures .cursor/skills/jbf-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 "jbf-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Banking-and-Finance-Skills/skills/jbf-tables-figures into .cursor/skills/jbf-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jbf-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-Banking-and-Finance-Skills/skills/jbf-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 jbf-tables-figures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jbf-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-Banking-and-Finance-Skills/skills/jbf-tables-figures .gemini/skills/jbf-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 "jbf-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Banking-and-Finance-Skills/skills/jbf-tables-figures into .gemini/skills/jbf-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jbf-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 jbf-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 jbf-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-Banking-and-Finance-Skills/skills/jbf-tables-figures .github/skills/jbf-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 "jbf-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Banking-and-Finance-Skills/skills/jbf-tables-figures into .github/skills/jbf-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jbf-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 jbf-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 jbf-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-Banking-and-Finance-Skills/skills/jbf-tables-figures .opencode/skills/jbf-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 "jbf-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Banking-and-Finance-Skills/skills/jbf-tables-figures into .opencode/skills/jbf-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jbf-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
jbf-tables-figures- GitHub stars
- 1.2k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 608 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when preparing Journal of Banking & Finance (JBF) tables and figures — descriptive statistics, regression tables, event-study plots, mechanism and heterogeneity exhibits…
- Works in 5 steps: Table 1: sample and summary statistics.… → Table 2: baseline results. Build from… → Table 3: identification checks.… → …
- Preparing Journal of Banking & Finance (JBF) tables and figures — descriptive statistics
- SKILL.md covers When to trigger, Exhibit architecture, Figures that work for JBF and Table notes, plus 9 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jbf Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when preparing Journal of Banking & Finance (JBF) tables and figures — descriptive statistics, regression tables, event-study plots, mechanism and heterogeneity exhibits, appendix robustness inventories, and self-contained notes that report sample, fixed effects, clustering, and units.
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 Statistics. 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
- Preparing Journal of Banking & Finance (JBF) tables and figures — descriptive statistics
- Regression tables
- Event-study plots
- Mechanism and heterogeneity exhibits
Example prompts
- “/jbf-tables-figures”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Table 1: sample and summary statistics. Include variable definitions,
- Table 2: baseline results. Build from sparse to saturated specifications
- Table 3: identification checks. Pre-trends, placebo outcomes, alternative
- Table 4: mechanisms and heterogeneity. Tie each split to banking/finance
- Appendix tables: robustness inventory. Alternative samples, definitions,
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
Jbf Tables Figures loads about 1.5k tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 608 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). 608 words, ~1,493 tokens.
Download SKILL.mdSave it as
.claude/skills/jbf-tables-figures/SKILL.md (or your agent's skills folder).- name
- jbf-tables-figures
- description
- Use when preparing Journal of Banking & Finance (JBF) tables and figures — descriptive statistics, regression tables, event-study plots, mechanism and heterogeneity exhibits, appendix robustness inventories, and self-contained notes that report sample, fixed effects, clustering, and units.
Tables & Figures (jbf-tables-figures)
When to trigger
- Main empirical results exist but the exhibits are hard to read
- You need JBF-ready descriptive, regression, event-study, or robustness tables
- Figure and table notes do not identify sample, fixed effects, clustering, or units
Exhibit architecture
- Table 1: sample and summary statistics. Include variable definitions, units, winsorization, and observation counts.
- Table 2: baseline results. Build from sparse to saturated specifications so readers can see identifying variation.
- Table 3: identification checks. Pre-trends, placebo outcomes, alternative fixed effects, alternative clustering, or IV first stage.
- Table 4: mechanisms and heterogeneity. Tie each split to banking/finance theory, not to fishing.
- Appendix tables: robustness inventory. Alternative samples, definitions, windows, and estimation methods.
Figures that work for JBF
- Event-study coefficient plots with confidence intervals and a clear omitted period
- Sample-selection flow charts for complex merges
- Binned scatter or marginal-effect plots for nonlinear mechanisms
- Time-series plots for policy shocks, treatment timing, or market conditions
Table notes
Every regression table note should state:
- Dependent variable and units
- Sample and period
- Fixed effects
- Clustering level
- Controls
- Treatment or event-window definition
- Stars or confidence-interval convention
Execution bridge (StatsPAI / Stata MCP)
Generate exhibits from the fitted result, not by retyping numbers. Full map:
execution-with-mcp. JBF is empirical banking/finance — corporate/bank causal designs around regulation and shocks.
- 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.
Anti-patterns
- Ten nearly identical coefficient columns with no specification logic
- Statistical significance without economic magnitude
- Appendix robustness that is impossible to map back to the main claim
- Figure axes with undefined units
JBF exhibit calibration
Accepted JBF empirical papers commonly carry roughly six to nine main-text exhibits — summary statistics, baseline, identification diagnostics, mechanism/heterogeneity, and one or two robustness pieces — with deeper batteries in an appendix (a stylized norm, not a journal rule). Event-study figures usually earn main-text space when the design is staggered adoption; pure robustness plots rarely do.
Show full SKILL.md (260 more words)Show less
Worked magnitude conversion (illustrative)
Suppose the baseline coefficient on a post-LCR × exposure interaction is −0.014 with loans/assets as the outcome.
- A one-standard-deviation exposure (0.6, illustrative) implies −0.014 × 0.6 = −0.84 percentage points of loans/assets.
- Against a sample-mean loans/assets of 62%, that is a 1.4% relative decline; against mean quarterly loan growth of 1.1%, it is most of one quarter's growth.
- Put the conversion in the results text and the benchmarks (mean, SD) in Table 1 so the table note can stay short.
Regression table skeleton
Table X: [Outcome] and [treatment], bank-quarter panel
(1) (2) (3) (4)
Treat x Post b/se b/se b/se b/se
Controls No Yes Yes Yes
Bank FE Yes Yes Yes Yes
Quarter FE Yes Yes -- Yes
State x Qtr FE -- -- Yes --
Cluster Bank Bank State State
N / R2 ...
Note: sample, period, units, winsorization, FE, clustering, star convention.Columns must encode a specification logic (sparse → saturated → alternative FE and clustering), not a sensitivity dump.
Figure conventions for bank panels
- Event-study plots: mark the omitted period, shade confidence intervals, and date both announcement and implementation when they differ.
- Treatment-rollout plots: show adoption timing across states or countries for staggered designs so readers see the control pool.
- Bunching or density plots around supervisory asset thresholds whenever a cutoff design is used.
- Sample-attrition flowcharts when merging Call Reports with DealScan-style loan data; match the counts to the attrition table.
Referee exhibit complaints
- "I cannot reconstruct N across columns." → report observations per column, not once per table.
- "Stars without magnitudes." → add a standardized-effect or economic-magnitude row.
- "Appendix Table A12 contradicts Table 3." → audit the specification map before resubmission; mismatches read as carelessness.
Exhibit economy
Keep the main exhibit set to: sample/table 1, baseline, identification check, mechanism, and one decisive robustness table. Move specification inventories to the appendix and make the appendix map back to the main claim so reviewers can audit without rereading the whole paper.
Output format
[Main exhibit claim] ...
[Table/Figure role] baseline / identification / mechanism / robustness
[Required note fields] sample, FE, clustering, units, controls
[Missing diagnostics] ...
[Next step] jbf-contribution-framing or jbf-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-Banking-and-Finance-Skills/skills/jbf-tables-figures of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jbf 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 |
|---|---|---|---|---|---|---|
| Jbf Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Find Hypertable Candidatestimescale/pg-aiguide | 1.9k | 1 repos | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Sub2submekoand/sub2sub | 114 | — | ~5.1k | Automated safety check: Pass | MIT | |
| China Statistics Datazzhonglei/GeoCode-Release | 189 | — | ~2.7k | Automated safety check: Pass | MIT | |
| Cv Usagetombelieber/claude-view | 111 | — | ~3.1k | Automated safety check: Pass | MIT | |
| Cja Dimension Analysisadobe/skills | 197 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 |
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Questions about Jbf Tables Figures
What does Jbf Tables Figures do?
A skill your agent uses when preparing Journal of Banking & Finance (JBF) tables and figures — descriptive statistics, regression tables, event-study plots, mechanism and heterogeneity exhibits…. Jbf Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when preparing Journal of Banking & Finance (JBF) tables and figures — descriptive statistics, regression tables, event-study plots, mechanism and heterogeneity exhibits, appendix robustness inventories, and self-contained notes that report sample, fixed effects, clustering, and units.
When should I use Jbf Tables Figures?
Jbf Tables Figures fits situations like: preparing Journal of Banking & Finance (JBF) tables and figures — descriptive statistics; regression tables; event-study plots; mechanism and heterogeneity exhibits.
How do I install Jbf Tables Figures in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jbf-tables-figures -a claude-code`. Or copy the skill folder (Journal-of-Banking-and-Finance-Skills/skills/jbf-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jbf-tables-figures in your project. Claude Code loads it when a task matches its description.
How do I install Jbf Tables Figures in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jbf-tables-figures -a codex`. Or copy the skill folder (Journal-of-Banking-and-Finance-Skills/skills/jbf-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jbf-tables-figures in your project. Codex loads it when a task matches its description.
Can I use Jbf 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 jbf-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/jbf-tables-figures, .gemini/skills/jbf-tables-figures, .github/skills/jbf-tables-figures and .opencode/skills/jbf-tables-figures in your project.
What does Jbf Tables Figures need to run?
SKILL.md names no scripts, command-line tools or credentials: Jbf Tables Figures is instructions for the agent only.
Does Jbf 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 Jbf 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 Jbf Tables Figures use?
Jbf 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 Jbf 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 Jbf Tables Figures?
Skills that share tags, products or a category with Jbf Tables Figures: Find Hypertable Candidates (timescale/pg-aiguide, 1.9k stars), Sub2sub (mekoand/sub2sub, 114 stars), China Statistics Data (zzhonglei/GeoCode-Release, 189 stars) and Cv Usage (tombelieber/claude-view, 111 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jbf 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.