Academic Paper Composer
lishix520/academic-paper-skills
Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript.
A skill your agent uses when designing the exhibits for a Journal of Financial Intermediation (JFI) paper — banking-literate tables and figures with explicit sample construction, institution…
Install Jfi Tables Figures
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-tables-figures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-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-Intermediation-Skills/skills/jfi-tables-figures .claude/skills/jfi-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 "jfi-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-tables-figures into .claude/skills/jfi-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-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-Intermediation-Skills/skills/jfi-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 jfi-tables-figures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-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-Intermediation-Skills/skills/jfi-tables-figures .agents/skills/jfi-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 "jfi-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-tables-figures into .agents/skills/jfi-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-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 jfi-tables-figures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-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-Intermediation-Skills/skills/jfi-tables-figures .cursor/skills/jfi-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 "jfi-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-tables-figures into .cursor/skills/jfi-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-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-Intermediation-Skills/skills/jfi-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 jfi-tables-figures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-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-Intermediation-Skills/skills/jfi-tables-figures .gemini/skills/jfi-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 "jfi-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-tables-figures into .gemini/skills/jfi-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-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 jfi-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 jfi-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-Intermediation-Skills/skills/jfi-tables-figures .github/skills/jfi-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 "jfi-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-tables-figures into .github/skills/jfi-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-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 jfi-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 jfi-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-Intermediation-Skills/skills/jfi-tables-figures .opencode/skills/jfi-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 "jfi-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-tables-figures into .opencode/skills/jfi-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-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
jfi-tables-figures- GitHub stars
- 1.2k
- Token cost
- ~1.4k tokens
- SKILL.md length
- 669 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 exhibits for a Journal of Financial Intermediation (JFI) paper — banking-literate tables and figures with explicit sample construction, institution…
- Institution definitions
- SKILL.md covers When to trigger, What JFI exhibits must do, House conventions and Worked exhibit plan: a…, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Fixed-effect progressions that display demand absorption
What it does
Jfi Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing the exhibits for a Journal of Financial Intermediation (JFI) paper — banking-literate tables and figures with explicit sample construction, institution definitions, event timing, fixed-effect progressions that display demand absorption, and self-contained notes. It designs exhibits; it does not run the estimation.
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
- Institution definitions
- Fixed-effect progressions that display demand absorption
- Self-contained notes
Example prompts
- “/jfi-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
Jfi Tables Figures loads about 1.4k tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 669 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). 669 words, ~1,438 tokens.
Download SKILL.mdSave it as
.claude/skills/jfi-tables-figures/SKILL.md (or your agent's skills folder).- name
- jfi-tables-figures
- description
- Use when designing the exhibits for a Journal of Financial Intermediation (JFI) paper — banking-literate tables and figures with explicit sample construction, institution definitions, event timing, fixed-effect progressions that display demand absorption, and self-contained notes. It designs exhibits; it does not run the estimation.
Tables & Figures (jfi-tables-figures)
When to trigger
- Building or revising the table/figure set for a JFI submission
- A referee found the exhibits hard to read or under-documented
What JFI exhibits must do
JFI exhibits are read by banking and intermediation specialists, so they must be self-contained and institution-aware:
- Summary / sample table first: the bank/loan/firm universe, the data source (Call Reports, DealScan, HMDA, etc.), every filter, and units — readers must reconstruct the sample from the notes alone.
- Define institutions and variables in the notes: what counts as a "bank," how credit/balance-sheet quantities are measured, the treatment and its timing.
- Main result table: the headline specification with the FE structure visible, standard errors and the clustering level stated, and the mechanism estimate foregrounded.
- Event-study / dynamics figure: for DID designs, a pre-trend-and-effect plot is often the single most persuasive exhibit; show confidence bands and the reference period.
- Robustness exhibits: alternative samples, windows, and specifications, compactly tabulated.
- Theory papers: a clean figure of the mechanism or comparative statics, with parameters in the note.
House conventions
Number exhibits and call them out in order; numbered manuscript sections (1, 1.1) host them. Notes should name the estimator, sample, clustering, and significance markers. There is no fixed exhibit count, but optional Highlights are capped at 3-5 bullets of 85 characters each.
Worked exhibit plan: a capital-shock transmission paper (illustrative)
| # | Exhibit | The job it does for a JFI referee |
|---|---|---|
| T1 | Sample construction: register universe → multi-bank firms | Lets the reader reconstruct the sample and see what firm×time FE costs |
| T2 | Bank and firm summaries by exposure | Balance: treated and control banks comparable pre-shock |
| T3 | Main: loan growth on the shock; columns no FE → firm FE → firm×time FE | The supply channel, with demand absorption visible across columns |
| F1 | Event study around the rule change | Pre-trends plus dynamics — often the single decisive exhibit |
| T4 | Mechanism heterogeneity: relationship intensity, bank capital | Shows the intermediation channel, not generic credit tightening |
| T5 | Compact robustness grid, one row per named threat | The battery without appendix sprawl |
| F2 | Real effects: firm outcomes by exposure | The consequence panel that earns the policy sentence |
The fixed-effect column progression in T3 is a JFI-native convention: the coefficient's movement across columns is itself evidence on sorting and demand, so interpret it in the text. If T4's heterogeneity is the contribution's heart, consider promoting it ahead of the robustness grid — exhibit order should mirror the argument, not the order the regressions were run.
Show full SKILL.md (268 more words)Show less
Exhibit-count calibration (hedged)
Accepted empirical papers in this literature typically run on the order of six to nine main-text exhibits with further robustness in an online appendix; theory papers often carry two to four comparative-statics figures. These are reading-based calibrations — no cap is stated; confirm formatting specifics against the journal's current author guidelines.
Exhibit-level referee pushback, and fixes
- "I cannot tell which sample column 4 uses" → put N, sample, and FE rows in every column.
- "The event study has no reference period marked" → label the omitted period and shade the announcement.
- "The heterogeneity split shows no test" → report the interaction p-value, not two stars side by side.
- "The comparative-statics figure hides the friction" → for theory papers, plot the outcome against the friction parameter itself (monitoring cost, equity-issuance cost), with the no-friction benchmark as a dashed reference line, so the figure literally shows what intermediation adds.
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
- A results table a reader cannot map to a sample or a clustering choice
- Star-soup with no economic-magnitude discussion
- A DID paper with no event-study/pre-trend figure
- Figures whose axes, units, or parameters are undefined
Output format
【Sample table】source + filters + units documented? [Y/N]
【Main table】FE structure + clustering visible? [Y/N]
【Dynamics figure】event-study/comparative-statics present? [Y/N]
【Notes】self-contained (estimator, sample, SE)? [Y/N]
【Next skill】jfi-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-Intermediation-Skills/skills/jfi-tables-figures of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jfi 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 |
|---|---|---|---|---|---|---|
| Jfi Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Academic Paper Composerlishix520/academic-paper-skills | 1.4k | 2 repos | ~6.3k | Automated safety check: Pass | MIT | |
| Clinical Trials Databasegoogle-deepmind/science-skills | 3.2k | 2 repos | ~3.2k | Automated safety check: Pass | Apache-2.0 | |
| Treatment PlansK-Dense-AI/claude-scientific-writer | 2.4k | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Stock Research Executorliangdabiao/Claude-Code-Stock-Deep-Research-Agent | 374 | — | ~3.9k | Automated safety check: Pass | None | |
| Paper From Zeroyunshenwuchuxun/latex-paper-skills | 267 | — | ~1.5k | Automated safety check: Pass | MIT |
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Categories
Questions about Jfi Tables Figures
What does Jfi Tables Figures do?
A skill your agent uses when designing the exhibits for a Journal of Financial Intermediation (JFI) paper — banking-literate tables and figures with explicit sample construction, institution…. Jfi Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing the exhibits for a Journal of Financial Intermediation (JFI) paper — banking-literate tables and figures with explicit sample construction, institution definitions, event timing, fixed-effect progressions that display demand absorption, and self-contained notes.
When should I use Jfi Tables Figures?
Jfi Tables Figures fits situations like: institution definitions; fixed-effect progressions that display demand absorption; self-contained notes.
How do I install Jfi Tables Figures in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-tables-figures -a claude-code`. Or copy the skill folder (Journal-of-Financial-Intermediation-Skills/skills/jfi-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jfi-tables-figures in your project. Claude Code loads it when a task matches its description.
How do I install Jfi Tables Figures in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-tables-figures -a codex`. Or copy the skill folder (Journal-of-Financial-Intermediation-Skills/skills/jfi-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jfi-tables-figures in your project. Codex loads it when a task matches its description.
Can I use Jfi 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 jfi-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/jfi-tables-figures, .gemini/skills/jfi-tables-figures, .github/skills/jfi-tables-figures and .opencode/skills/jfi-tables-figures in your project.
What does Jfi Tables Figures need to run?
SKILL.md names no scripts, command-line tools or credentials: Jfi Tables Figures is instructions for the agent only.
Does Jfi 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 Jfi 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 Jfi Tables Figures use?
Jfi 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 Jfi Tables Figures use?
About 1.4k 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 Jfi Tables Figures?
Skills that share tags, products or a category with Jfi Tables Figures: Academic Paper Composer (lishix520/academic-paper-skills, 1.4k stars), Clinical Trials Database (google-deepmind/science-skills, 3.2k stars), Treatment Plans (K-Dense-AI/claude-scientific-writer, 2.4k stars) and Stock Research Executor (liangdabiao/Claude-Code-Stock-Deep-Research-Agent, 374 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jfi 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.