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

Jpube Writing Style

ASecurity

Use to polish prose for a Journal of Public Economics (JPubE) manuscript — a 250-word abstract stating purpose, results, and policy conclusion; an intro that lands the government-role question; author-date references; and clear translation of estimates into welfare terms. Late-stage polish; it does not change the analysis.

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

Security Analysis

A100/100

Scanned 6/5/2026

Install to Claude Code

$npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jpube-writing-style --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Jpube Writing Style?

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

Security grade badge for Jpube Writing Style
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/brycewang-stanford-jpube-writing-style/badge)](https://www.skillsdirectory.com/skills/brycewang-stanford-jpube-writing-style)

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

Download with Pro
Files
SKILL.md
---
name: jpube-writing-style
description: Use to polish prose for a Journal of Public Economics (JPubE) manuscript — a 250-word abstract stating purpose, results, and policy conclusion; an intro that lands the government-role question; author-date references; and clear translation of estimates into welfare terms. Late-stage polish; it does not change the analysis.
---

# Writing Style (jpube-writing-style)

## When to trigger

- The abstract exceeds 250 words or buries the policy finding
- The intro recites results before stating the public-economics question
- Estimates are reported without translation into welfare / revenue terms
- References are not in author-date format

## JPubE house style

JPubE is an Elsevier field journal read by public-finance specialists internationally, and its conventions are concrete. Match them:

- **Abstract: 250 words maximum.** Write a concise, factual abstract stating the purpose, the principal results (with the key number), and the major policy conclusion. No literature, no equations.
- **References: author-date (name-and-year)** in-text, per Elsevier's economics formatting; reference list alphabetical by surname. Numbered/footnote citation styles read as off-template.
- **Source files.** Supply editable files: Word in **single-column** layout, or LaTeX (`.tex`) — double-column is permitted only for LaTeX submissions. Keep the manuscript in an editable format, not a flattened PDF only.
- **AI disclosure.** If generative AI assisted manuscript preparation, it must be **declared at submission**; AI may support but not substitute for your critical thinking and analysis.

## Prose moves specific to public economics

- **Lead with the policy question, then the answer.** The first paragraph should name the government policy, the behavioral margin, and the welfare stake.
- **Translate every headline estimate.** Convert elasticities into deadweight loss, revenue, MVPF, or distributional language a policy economist reads instantly.
- **State the design in plain words** before the equations — JPubE referees reward transparent identification described verbally.
- **Be precise about scope.** Say which population and policy the estimate identifies; avoid implying a universal optimal rate from a local design.
- **Discipline the claims.** The conclusion must not exceed what the design and welfare assumptions support.

## Checklist

- [ ] Abstract ≤ 250 words; states purpose, key result (with a number), policy conclusion
- [ ] Intro leads with the government-role question, then the answer
- [ ] Every headline estimate translated into welfare / revenue / distributional terms
- [ ] References in author-date format, list alphabetical by surname
- [ ] Editable source files ready (Word single-column or LaTeX `.tex`)
- [ ] Generative-AI use declared if applicable
- [ ] No over-claiming beyond the design and welfare assumptions

## Anti-patterns

- A 300-word abstract crammed with caveats and no headline number
- Reporting elasticities the reader must convert to welfare themselves
- Numbered or footnote references instead of author-date
- A PDF-only submission with no editable Word/LaTeX source
- Undeclared AI assistance in manuscript preparation

## Output format

```
【Abstract】≤250 words, states result + policy conclusion? [Y/N]
【Intro】leads with policy question then answer? [Y/N]
【Estimate translation】welfare / revenue / distributional? [Y/N]
【References】author-date, alphabetical? [Y/N]
【Source files】Word single-column / LaTeX .tex ready? [Y/N]
【AI declaration】prepared if applicable? [Y/N]
【Next step】jpube-replication-and-data-policy
```

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 →