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Technical Review

By e2er authors

This skill describes how to conduct a technical/methodological review of a research paper, focusing on the internal coherence of the data-to-results pipeline. Unlike a referee report (which evaluates contribution and positioning), the technical review asks: does the implementation actually do what the paper claims it does?

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Provenance

Project
e2er bundled skills
Maintained by
e2er authors
Licence
MIT
Source file
bhanneke/E2ER-project/blob/v0.16.1/skills/files/review/technical-review.md
Identifier
e2er/review/technical-review

Use it

Ships with every installation of e2er.

Cite this skill
Persistent identifiers planned 
@software{e2erauthors2026technicalreview,
  title   = {Technical Review},
  author  = {e2er authors},
  year    = {2026},
  note    = {e2er skill. Persistent identifier planned},
  url     = {https://github.com/bhanneke/E2ER-project/blob/v0.16.1/skills/files/review/technical-review.md}
}
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Used by

Technical reviewReview of the identification
Empirical studyEmpirical study, pre-registeredEvent study in financePolicy evaluation (difference-in-differences)Spatial analysisSystematic review and meta-analysisText analysisTime series and forecastingPaper reviewStaggered difference-in-differences (economics)Regression discontinuity for platform policies (information systems)Shift-share instrumental variables (economics)

Description

Data model
Discipline
Economics
Method family
not specified
Design
not specified
Research stage
Review
Authors
e2er authors (Software, Methodology)
Usage
used in 9 templates · 1 published study · loaded by 2 specialists · Examples: 8 example studies
Source
e2er repository · skills/files · @d8fd8ab
Record
skill:e2er/review/technical-review · JSON

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reviewMIT

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More review skills in e2er bundled skills

Consistency CheckConstructive Feedback Review — Best PracticesData Review Checklist for Empirical EconomicsDomain plausibility reviewMethods review (any discipline)Referee SimulationReference CheckAcademic Writing Review Checklist

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