Individual skill
jole-contribution-framing
Use when articulating what is new in a Journal of Labor Economics (JOLE) manuscript for a general labor-economics audience — the marginal contribution, the labor lesson, and why a labor economist outside the subfield should care. Frames the pitch; it does not run analysis.
Journal-of-Labor-Economics-Skills/skills/jole-contribution-framing/SKILL.md
Source commit 932eb23331721b16e967c59f093781be1928b498
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,400
- Repository last updated
- Sep 27, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- academic-writing Repository topic
- agent-skills Repository topic
- journal Repository topic
- academic-research Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- awesome-list Repository topic
- claude Repository topic
- claude-code Repository topic
- economics Repository topic
- education Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 4,162 bytes
Read excerpt
# Contribution Framing (jole-contribution-framing)
## When to trigger
- A referee or reader cannot quickly say what the paper adds to labor economics
- The result is "a coefficient" with no articulated lesson
- The contribution is over-claimed (global statement from a local estimate) or under-claimed (real lesson buried)
- You need a one-paragraph "what's new for labor" statement for the intro and cover letter
## What "contribution" means at JOLE
JOLE is a **general-interest labor-economics** journal published for the **Society of Labor Economists (SOLE)**, so the contribution must register with labor economists **beyond your own subfield**, not only with specialists on your exact policy or dataset. A JOLE contribution typically takes one of these shapes:
1. **A new credible answer** to a first-order labor question (e.g., a returns-to-X, a labor-supply elasticity, an effect of an institution) where prior estimates were not well identified.