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

Jape Literature Positioning

ASecurity

Use when positioning a Journal of Applied Econometrics (JAE) manuscript against prior work — applied-econometrics precedent, the methods you apply, and JAE's own corpus and Data Archive of replicable papers. Frames the gap as an application/replication advance under JAE's citation-style-agnostic Free Format.

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 jape-literature-positioning --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Jape Literature Positioning?

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

Security grade badge for Jape Literature Positioning
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/brycewang-stanford-jape-literature-positioning/badge)](https://www.skillsdirectory.com/skills/brycewang-stanford-jape-literature-positioning)

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

Download with Pro
Files
SKILL.md
---
name: jape-literature-positioning
description: Use when positioning a Journal of Applied Econometrics (JAE) manuscript against prior work — applied-econometrics precedent, the methods you apply, and JAE's own corpus and Data Archive of replicable papers. Frames the gap as an application/replication advance under JAE's citation-style-agnostic Free Format.
---

# Literature Positioning for JAE (jape-literature-positioning)

## When to trigger

- Drafting or revising the related-work framing for a JAE paper
- Deciding which methodological and applied precedents to foreground
- Making sure your positioning reflects JAE's emphasis on replicable applied work

## Position on two axes at once

JAE values an **application on real data** that advances or rigorously tests a technique. Position simultaneously on:

1. **Method lineage** — cite the econometric technique(s) you apply or extend, and the canonical references for the estimator/inference you use. Make clear what you adopt unchanged vs. adapt.
2. **Applied / substantive lineage** — cite prior empirical work on the same question or data, and say precisely what your application adds: new data, a new design, more credible inference, a resolved puzzle.

Because JAE runs a **Replication Article** track and a Data Archive of ~1,487 datasets, its culture rewards engagement with **prior replicable evidence**. If your result revisits a published finding, position relative to that paper's archived data/code and state whether you confirm, qualify, or overturn it.

## Free Format and references

JAE accepts references "**in any style or format, as long as it is consistent throughout the manuscript**" and allows **Free Format** first submission. Positioning is about *substance and consistency*, not house style — pick one style, keep it uniform, and do not stall on a template.

## Output format

```
【Method lineage】key technique refs cited? [Y/N]
【Applied lineage】prior empirics engaged? [Y/N]
【Replication tie】revisits a published result? archive acknowledged? [Y/N/NA]
【Gap】application/replication advance in one sentence
【Refs】single consistent style? [Y/N]
```

## Supplementary resources

- [`../../resources/official-source-map.md`](../../resources/official-source-map.md) — Free Format and Data Archive sources

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 →