Skills DirectorySkills Directory
SkillsLearnSecurityCategoriesDocsCommunityBlog
Sign InSubmit Skill
Skills Directory

Security-tested agent skills for Claude, coding agents, and AI workflows.

Directory

  • Browse Skills
  • All Skills A–Z
  • Claude Skills
  • Claude Code Skills
  • Agent Skills
  • Categories
  • Authors
  • Submit a Skill

Learn

  • Learn Hub
  • Install Claude Skills
  • Write SKILL.md
  • Skills vs MCP
  • Directories Compared

Security

  • Security
  • Methodology
  • Secure Claude Skills
  • Security Badges

Company

  • About
  • Community
  • Blog
  • API Docs
  • Advertise

2026 Skills Directory. All rights reserved.

ProTermsPrivacyRefunds
Back to skills

Jbf Contribution Framing

ASecurity

Use when sharpening the contribution claim for a Journal of Banking & Finance paper so the manuscript explains why the result matters for banking, financial intermediation, markets, regulation, or corporate finance.

1,052 stars
0 votes
0 copies
0 views
Added 6/5/2026
ai-agentsapi

Works with

api

Security Analysis

A100/100

Scanned 6/5/2026

Install to Claude Code

$npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jbf-contribution-framing --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Jbf Contribution Framing?

Add the live security badge to your README — it updates automatically with every re-scan.

Security grade badge for Jbf Contribution Framing
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/brycewang-stanford-jbf-contribution-framing/badge)](https://www.skillsdirectory.com/skills/brycewang-stanford-jbf-contribution-framing)

More formats (shields.io, HTML) on the badges page.

Download with Pro
Files
SKILL.md
---
name: jbf-contribution-framing
description: Use when sharpening the contribution claim for a Journal of Banking & Finance paper so the manuscript explains why the result matters for banking, financial intermediation, markets, regulation, or corporate finance.
---

# Contribution Framing (jbf-contribution-framing)

## When to trigger

- The result is statistically solid but the paper does not say why JBF readers should care
- The introduction sounds like a data exercise rather than a finance contribution
- You need a concise editor-facing pitch or cover-letter paragraph

## Contribution formula

A strong JBF contribution connects four elements:

1. **Finance problem**: the unresolved question in banking, intermediation,
   markets, corporate finance, investments, or regulation.
2. **Friction or mechanism**: information, agency, liquidity, risk, capital,
   market power, regulation, search, or behavioral channel.
3. **Credible evidence or model**: the design that lets the paper isolate the
   mechanism.
4. **Implication**: how the result changes understanding of financial institutions,
   investors, firms, or policy.

## Contribution types

- **Mechanism contribution**: identifies how a finance friction operates.
- **Measurement contribution**: creates a better measure and proves it changes inference.
- **Policy contribution**: evaluates regulation or supervisory change with credible variation.
- **Institutional contribution**: reveals bank/intermediary behavior that theory had not pinned down.
- **Theory-to-evidence contribution**: connects a formal model to a newly tested implication.

## Editor-facing paragraph

```text
We study [finance question] using [setting/design]. The key challenge is
[identification or measurement problem]. We address it by [variation/data/model],
and find [headline result with magnitude]. The paper contributes to JBF by
showing [mechanism/implication] for [banking/intermediation/markets/regulation].
```

## Anti-patterns

- Claiming contribution only because the setting is new
- Listing three literatures but not saying what each learns
- Over-selling policy relevance when the design identifies only a local effect
- Burying the magnitude until late in the paper

## Output format

```text
[One-sentence contribution] ...
[Mechanism] ...
[Why JBF] ...
[Magnitude] ...
[Boundary conditions] ...
[Next step] jbf-writing-style
```

Attribution

brycewang-stanfordbrycewang-stanford
View sourceMore from brycewang-stanford →
SSkills DirectorySkills Directory

Know which skills are safe — weekly.

Best new skills + every skill we flagged as malicious. From the team that scanned 103,619.

Join free

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments (0)

No comments yet. Be the first to comment!

SSkills DirectorySkills Directory

Know which skills are safe — weekly.

Best new skills + every skill we flagged as malicious. From the team that scanned 103,619.

Join free

Related Skills

Caveman

Ultra-compressed communication mode that cuts output tokens while keeping technical accuracy. Levels: lite, full, ultra and the wenyan variants. Use for /caveman, "caveman mode", "talk like caveman", "be brief" or "less tokens".

1066601 votes

Hyperplan

Adversarial multi-agent planning skill. Self-orchestrates 5 hostile category members (unspecified-low, unspecified-high, deep, ultrabrain, artistry) via team-mode for ruthless cross-critique debate, distills only the defensible insights, then MANDATORILY hands the distilled insight bundle to the `plan` agent for executable plan formalization. Use when planning needs maximum rigor and surfacing of weak assumptions, blind spots, and over-engineering. Triggers: 'hyperplan', 'hpp', '/hyperplan', ...

693161 votes

Mcp Code Execution

Routes multi-tool workflows through MCP servers for large datasets and pipelines. Use when Bash tool overhead is limiting throughput on data-heavy tasks.

3351 votes

catchup

Recovers the conversation and failed tool calls of a previous Codex, Claude Code, Antigravity, Cline, Copilot CLI, Cursor, DeepSeek Harness, Kimi, OpenCode, Pi Agent, or ZCode session. Use when the user says "catch up", "what did the last session do", "get me up to speed", "I switched agents", asks to recover/summarize a previous session before continuing, or asks to diagnose or report a catchup failure. Do NOT use for the current conversation, git history, or any non-agent log.

651 votes

math-skill

A comprehensive mathematical reasoning skill for AI assistants — handles arithmetic to research-level problems with rigorous step-by-step reasoning, systematic verification, and transparent uncertainty handling

381 votes
View all in ai-agents →