Swapper Deposit
swapperfinance/swapper-toolkit
Deposit and bridge funds into a wallet or protocol using Swapper Finance.
A skill your agent uses when working on Journal of Financial Intermediation (JFI) manuscripts to test whether the paper is centrally about banking and financial intermediation — whether an…
Install Jfi Topic Selection
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-topic-selection --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-topic-selection .claude/skills/jfi-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-topic-selection into .claude/skills/jfi-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-topic-selection", 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-topic-selectionType 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-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-topic-selection --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-topic-selection .agents/skills/jfi-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-topic-selection into .agents/skills/jfi-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-topic-selection", 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-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-topic-selection --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-topic-selection .cursor/skills/jfi-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-topic-selection into .cursor/skills/jfi-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-topic-selection", 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-topic-selection--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-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-topic-selection --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-topic-selection .gemini/skills/jfi-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-topic-selection into .gemini/skills/jfi-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-topic-selection", 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-topic-selectionInstalls 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-topic-selection -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-topic-selection .github/skills/jfi-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-topic-selection into .github/skills/jfi-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-topic-selection", 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-topic-selection -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-topic-selection --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-topic-selection .opencode/skills/jfi-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-topic-selection into .opencode/skills/jfi-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-topic-selection", 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-topic-selection- GitHub stars
- 1.2k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 569 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when working on Journal of Financial Intermediation (JFI) manuscripts to test whether the paper is centrally about banking and financial intermediation — whether an…
- How it differs from a Journal of Banking and Finance fit
- SKILL.md covers When to trigger, The JFI fit bar, Theory vs. empirics (decide… and Fit decision table, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Whether to lead with theory
What it does
Jfi Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when working on Journal of Financial Intermediation (JFI) manuscripts to test whether the paper is centrally about banking and financial intermediation — whether an intermediary mechanism is load-bearing, how it differs from a Journal of Banking and Finance fit, and whether to lead with theory or empirics — before investing in the draft.
Its SKILL.md is about 1.2k 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 Business, Finance & HR, covering Banking and insurance. 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
- How it differs from a Journal of Banking and Finance fit
- Whether to lead with theory
- Empirics — before investing in the draft
Example prompts
- “/jfi-topic-selection”
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 Topic Selection loads about 1.2k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 569 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). 569 words, ~1,222 tokens.
Download SKILL.mdSave it as
.claude/skills/jfi-topic-selection/SKILL.md (or your agent's skills folder).- name
- jfi-topic-selection
- description
- Use when working on Journal of Financial Intermediation (JFI) manuscripts to test whether the paper is centrally about banking and financial intermediation — whether an intermediary mechanism is load-bearing, how it differs from a Journal of Banking and Finance fit, and whether to lead with theory or empirics — before investing in the draft.
Topic Selection (jfi-topic-selection)
When to trigger
- Deciding whether a project fits the Journal of Financial Intermediation (JFI) at all
- Choosing whether the paper's spine is a model (theory) or an empirical design
The JFI fit bar
JFI is an Elsevier journal on banking, financial intermediation, and the economics of financial institutions and markets, publishing both theory and empirics. The decisive question is: is an intermediary or financial-institution mechanism first-order? Strong fits put banks, lenders, dealers, insurers, or other intermediaries — and the frictions they resolve or create (information asymmetry, monitoring, liquidity transformation, capital and regulation, relationship lending) — at the center.
A paper is off-fit if intermediation is incidental: a pure asset-pricing result, a corporate-finance study where banks are just a control, or a macro paper with no institutional channel. Redirect those to a general finance or field journal unless you can make the intermediation mechanism the load-bearing contribution.
Theory vs. empirics (decide early)
- Theory-led: the contribution is a model of intermediary behavior or a market friction. Plan around assumptions, propositions, and proof exposition (see jfi-identification-strategy) and a numerical example (see jfi-data-analysis).
- Empirics-led: the contribution is a credibly identified fact about banks/credit. Plan around a causal design and bank/loan-level data (see jfi-identification-strategy, jfi-data-analysis).
This choice shapes how almost every later skill is applied, so make it now.
Fit decision table
| Project | Verdict | Why |
|---|---|---|
| Relationship lending and information capture in a credit register | Strong | Core intermediation mechanism |
| Bank capital shock transmission to credit and firms | Strong | Regulation working through the intermediary balance sheet |
| Deposit competition and franchise value | Strong | Liability-side intermediation economics |
| Fintech lenders displacing bank credit | Strong if the displacement runs through screening/monitoring | The intermediation contrast must do the work |
| Bank stock-return anomalies | Redirect | Asset pricing wearing bank clothing |
| Firm capital structure with bank debt as one covariate | Redirect | Banks incidental to the question |
| Macro credit cycles with no institutional channel | Redirect | No intermediary mechanism to test |
Show full SKILL.md (254 more words)Show less
The JBF boundary test
A quick differentiator from the Journal of Banking and Finance, JFI's closest neighbor: JBF accommodates broad empirical banking — institutional documentation, cross-country performance, risk-management practice. JFI expects the paper to test, discipline, or extend an intermediation mechanism. Ask: "which theory of intermediation does my result speak to?" If the honest answer is "none, but the facts are useful," the project is likely a better JBF match; if a named friction does the work, you are on JFI ground.
Worked fit check (illustrative)
A draft shows banks with older depositor bases raise deposit rates 15bp less after policy hikes. As pure documentation: borderline at best. Re-anchored to the deposit-franchise mechanism — market power over inattentive depositors funds stable long-duration lending, with the asset-side prediction then tested — the same data become a strong JFI fit. At this venue, topic selection is mechanism selection.
Rescue moves for a borderline verdict, in order of preference: (1) find the intermediation prediction your setting can uniquely test and promote it to the headline; (2) add the heterogeneity cut (bank capital, relationship intensity, depositor stickiness) that separates the intermediary channel from alternatives; (3) if neither exists, redirect early — before the non-refundable submission fee, not after. Run this check again whenever the headline result changes during analysis; fit verdicts drift.
Anti-patterns
- Submitting an asset-pricing or corporate-finance paper where intermediation is decorative
- Leaving "theory or empirics?" unresolved, producing a paper that is thin on both
- Choosing JFI only because of fit with a sub-literature without a clear intermediary mechanism
Output format
【Intermediation mechanism】<the first-order bank/intermediary channel>
【Fit verdict】strong / borderline / redirect-elsewhere
【Paper type】theory-led / empirics-led / both
【Next skill】jfi-literature-positioning© 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-topic-selection of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jfi Topic Selection 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 Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Swapper Depositswapperfinance/swapper-toolkit | 852 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Okx Cex Earnokx/agent-skills | 186 | 2 repos | ~3.3k | Automated safety check: Pass | MIT | |
| Buffettdigoal/blog | 8.6k | 1 repos | ~2.7k | Automated safety check: Pass | GPL-2.0 | |
| Solana Payments Wallets Tradingnpc-live/clawfirm | 156 | 1 repos | ~4.7k | Automated safety check: Pass | MIT | |
| Oracle Flashloan Analysisquillai-network/quillshield_skills | 130 | — | ~2.8k | Automated safety check: Pass | MIT |
Similar skills
Okx Cex Earn
okx/agent-skills
Manages OKX Simple Earn (flexible savings/lending), Flash Earn, On-chain Earn (staking/DeFi), Dual Investment (DCD/双币赢), and AutoEarn (自动赚币) via the okx CLI.
Buffett
digoal/blog
Activates Warren Buffett's complete investment thinking system.
Solana Payments Wallets Trading
npc-live/clawfirm
Pay people in SOL or USDC, buy and sell tokens, check prices, discover trending and new tokens, create and manage Solana wallets, stake SOL, earn yield through lending and managed vaults, borrow…
Oracle Flashloan Analysis
quillai-network/quillshield_skills
Detects price oracle manipulation and flash loan attack vectors in DeFi smart contracts.
Master Builder
ibuilder/massing
Reason like a master builder — one mind holding an entire built-asset project from raw land through design, construction, handover, operations, and disposition, anywhere in the world.
More from brycewang-stanford/Awesome-Journal-Skills
All 2,387 skills in this repoAaag Data Analysis
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
Aaag Literature Positioning
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
Aaag Rebuttal
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
Aaag Research Design
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
Aaag Review Process
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
Aaag Submission
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Related
Categories
Questions about Jfi Topic Selection
What does Jfi Topic Selection do?
A skill your agent uses when working on Journal of Financial Intermediation (JFI) manuscripts to test whether the paper is centrally about banking and financial intermediation — whether an…. Jfi Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when working on Journal of Financial Intermediation (JFI) manuscripts to test whether the paper is centrally about banking and financial intermediation — whether an intermediary mechanism is load-bearing, how it differs from a Journal of Banking and Finance fit, and whether to lead with theory or empirics — before investing in the draft.
When should I use Jfi Topic Selection?
Jfi Topic Selection fits situations like: how it differs from a Journal of Banking and Finance fit; whether to lead with theory; empirics — before investing in the draft.
How do I install Jfi Topic Selection in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-topic-selection -a claude-code`. Or copy the skill folder (Journal-of-Financial-Intermediation-Skills/skills/jfi-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jfi-topic-selection in your project. Claude Code loads it when a task matches its description.
How do I install Jfi Topic Selection in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-topic-selection -a codex`. Or copy the skill folder (Journal-of-Financial-Intermediation-Skills/skills/jfi-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jfi-topic-selection in your project. Codex loads it when a task matches its description.
Can I use Jfi Topic Selection 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-topic-selection -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-topic-selection, .gemini/skills/jfi-topic-selection, .github/skills/jfi-topic-selection and .opencode/skills/jfi-topic-selection in your project.
What does Jfi Topic Selection need to run?
SKILL.md names no scripts, command-line tools or credentials: Jfi Topic Selection is instructions for the agent only.
Does Jfi Topic Selection 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 Topic Selection 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 Topic Selection use?
Jfi Topic Selection 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 Topic Selection use?
About 1.2k tokens (SKILL.md is roughly 4.9k 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 Topic Selection?
Skills that share tags, products or a category with Jfi Topic Selection: Swapper Deposit (swapperfinance/swapper-toolkit, 852 stars), Okx Cex Earn (okx/agent-skills, 186 stars), Buffett (digoal/blog, 8.6k stars) and Solana Payments Wallets Trading (npc-live/clawfirm, 156 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jfi Topic Selection?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,228 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.