aeja-literature-positioning
Use when the marginal contribution of an American Economic Journal: Applied Economics (AEJ: Applied) manuscript is fuzzy or undersold and must be staked precisely against prior applied-micro work.
Install / Use
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeja-literature-positioningInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Content & MediaSupported Platforms
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Our assessment of aeja-literature-positioning
aeja-literature-positioning scores 85/100 on our quality scale, 663rd of 1,179 Content & Media skills we index.
Its SKILL.md is 5.2 KB long, well organised into 9 sections with 1 code example: a solid amount of guidance for an agent.
With 1,158 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 18 days ago, so aeja-literature-positioning is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
aeja-literature-positioning compared with similar skills
All 4 of these similar skills score higher than aeja-literature-positioning; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| aeja-literature-positioning (this skill)by brycewang-stanford | 85 | 1.2k | 18d ago | SKILL.md |
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Frequently asked questions
- How do I install aeja-literature-positioning?
- Run
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeja-literature-positioning. The install tabs above show the steps for each supported agent. - Which AI agents does aeja-literature-positioning work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is aeja-literature-positioning safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is aeja-literature-positioning still maintained?
- The repository was last updated 18 days ago, so aeja-literature-positioning is actively maintained.
Skill content
View source on GitHubname: aeja-literature-positioning description: Use when the marginal contribution of an American Economic Journal: Applied Economics (AEJ: Applied) manuscript is fuzzy or undersold and must be staked precisely against prior applied-micro work. Positions the contribution; it does not fix the identification (aeja-identification) or the prose (aeja-writing-style).
Literature Positioning (aeja-literature-positioning)
When to trigger
- A referee or co-author asks "what is new here relative to [closely related paper]?"
- The introduction cites a wall of references but never states the marginal addition
- You are unsure whether your contribution is an answer, a design, a setting, or a measurement
- The paper risks reading as a replication or a marginal extension of an existing AEJ: Applied / AER paper
The AEJ: Applied contribution bar
At AEJ: Applied the contribution is judged as: a credibly identified answer to a question the applied-micro community has not yet settled, positioned against the closest prior work — not the whole field. Editors and referees reward a contribution that is specific, honest, and load-bearing. Name your contribution type, then position only against the papers that threaten it.
| Contribution type | What "new" must mean | Positioning move | |-------------------|----------------------|------------------| | New answer | a magnitude prior work did not credibly estimate | show why prior designs failed to identify it | | New design / source of variation | a cleaner identification of a known question | contrast your design's assumptions vs. the standard one | | New setting / population | external validity that changes the lesson | argue why this setting is informative, not just available | | New mechanism | decomposing a known effect into channels | show the prior literature left the channel ambiguous | | New measurement | a quantity nobody could measure before | establish the measure's validity, not just its novelty |
Positioning craft
- The three-paper test. Name the three papers closest to yours and write one sentence each on what they establish and what they leave open. Your contribution lives in the "leave open" gaps.
- The honest delta. State the marginal addition in one sentence the closest author would agree with. If they would say "we already did that," the delta is too thin.
- Position by design, not by topic. "First paper on X in country Y" is weak; "first credibly identified estimate of X because design D removes confound C" is strong.
- Cite siblings correctly. Distinguish what AER, AEJ: Policy, and field journals have established so you are not re-claiming settled ground.
Checklist
- [ ] Contribution type named (answer / design / setting / mechanism / measurement)
- [ ] Three closest papers identified, each with "establishes / leaves open" sentences
- [ ] One-sentence honest delta the closest author would accept
- [ ] Positioned by identification, not merely by topic or geography
- [ ] No overclaim of "first" without the design reason prior work left it open
- [ ] Related sibling-journal results acknowledged (AER / AEJ: Policy / field) so nothing settled is re-claimed
Anti-patterns
- A literature-review "tour" with no stated marginal addition (a top AEJ: Applied referee reflex)
- Claiming "first to study X" when the novelty is only setting or data, not identification
- Positioning against distant papers to dodge the closest competitor
- Inflating the gap by ignoring a recent paper that already partly closed it
- Burying the contribution sentence on page 6 instead of paragraph 1–2 of the intro
Worked vignette (illustrative)
A draft claims to be "the first study of cash transfers and schooling in [country]." A referee replies that three RCTs already estimate this effect elsewhere, so geography is not a contribution. The AEJ: Applied fix is to reposition by identification and mechanism: the closest papers estimate the effect where transfers are conditional, leaving open the unconditional case; this paper exploits an unconditional rollout and shows the schooling response is half as large (illustrative), isolating the conditionality channel. The contribution becomes a mechanism the closest authors would agree they did not pin down — not a new map pin.
Referee pushback mapped to the positioning fix
- "This is incremental relative to [closest paper]." → State the honest delta in one sentence the closest author would accept; show the specific gap their design left open.
- "You claim 'first' but it is just a new setting." → Reframe as a cleaner identification or a new mechanism, with the design reason prior work left it open.
- "You ignore [recent paper] that already does this." → Cite it, state precisely what it settled, and position in the residual gap rather than the whole field.
Output format
【Contribution type】answer / design / setting / mechanism / measurement
【Three closest papers】1) ___ (open: ___) 2) ___ (open: ___) 3) ___ (open: ___)
【Honest delta】one sentence the closest author would accept
【Positioned by】identification reason prior work left it open: ___
【Sibling check】settled by AER/AEJ:Policy/field that we do NOT re-claim: ___
【Next step】aeja-identification (or aeja-writing-style if design is settled)
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From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
