From jel-skills
Systematically gathers, reads, and synthesizes a large body of economic research for a JEL survey, ensuring coverage discipline and avoiding citation gaps. Builds evidence corpus and synthesis notes without imposing analytical spine or writing prose.
How this skill is triggered — by the user, by Claude, or both
Slash command
/jel-skills:jel-literature-synthesisThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- The proposal was encouraged and it is time to read the field thoroughly
A JEL survey's credibility rests on the reader's belief that you read everything that matters. Build coverage systematically rather than from memory:
jel-classification-system) to catch work indexed under adjacent labels.jel-comprehensiveness-and-balance.Summarizing is restating each paper; synthesizing is making the papers talk to each other. Maintain an evidence matrix as you read:
| Column | What to capture |
|---|---|
| Study | author–year, the result you will cite it for |
| Question/estimand | exactly what it measures (so non-comparable studies are not pooled) |
| Method/data | design and sample (so you can weight credibility) |
| Finding | direction + magnitude (for who-found-what tables) |
| Quality/credibility | identification strength, sample, robustness — your appraisal, since JEL does not run new estimates |
| Tension | which other studies it agrees/conflicts with, and why |
This matrix is the raw material for the organizing framework, the summary tables, and the even-handed treatment of controversies. Crucially, you appraise primary studies (you are the field's referee-of-record); you do not re-estimate them.
【Seed set】<canonical + proposal references>
【Snowball status】backward/forward iterated to saturation? Y/N
【Databases swept】EconLit / RePEc / NBER / SSRN — by keyword + JEL code? Y/N
【Frontier + adjacency】recent WPs and bordering literatures included? Y/N
【Saturation evidence】<where searches stopped yielding new must-cites>
【Evidence matrix】rows ready with estimand / method / finding / appraisal / tension? Y/N
【Coverage risks】<any author/school an omission referee could name>
【Next step】→ jel-organizing-framework (impose the analytical spine on the matrix)
npx claudepluginhub brycewang-stanford/awesome-journal-skills --plugin jel-skillsSystematically gathers, reads, and synthesizes economic research for an Annual Review of Economics (ARE) review. Builds evidence corpus via snowballing, keyword/JEL-code sweeps, and saturation logging, then produces an evidence matrix for cross-study comparison.
Audits a JEL survey for completeness vs. selectivity and fairness across schools, authors, and controversies, including guarding against over-citation of the author's own work.
Systematically gathers, reads, and synthesizes a large body of sociological research for an Annual Review of Sociology review, ensuring coverage discipline and avoiding citation gaps across theoretical traditions.