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Specialists · Design, analysis and writing

Self-critique

By e2er authors

“Adversarial specialist finds critical flaws (severity 1-10)” (README.md:507)

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Output contract

The run checks that this specialist wrote the artifact below. Under the full governance regime a missing artifact fails the step.

self_attack_report.json

Skills it loads

Referee SimulationArgument Coherence AuditSensitivity Analysis for Causal Inference

Where it runs

Empirical study · Self-critiqueEmpirical study, pre-registered · Self-critiqueEvent study in finance · Self-critiqueDescriptive data study · Self-critiquePolicy evaluation (difference-in-differences) · Self-critiqueSpatial analysis · Self-critiqueText analysis · Self-critiqueTime series and forecasting · Self-critiqueStaggered difference-in-differences (economics) · Self-critiqueRegression discontinuity for platform policies (information systems) · Self-critiqueShift-share instrumental variables (economics) · Self-critique
Technical details

Specialist id self_attacker (as e2er's code, the run's log and the dossier name it); template steps empirical · self_attack, empirical-preregistered · self_attack, event-study-finance · self_attack, descriptive-study · self_attack, policy-evaluation · self_attack, spatial-analysis · self_attack, text-analysis · self_attack, time-series-forecasting · self_attack, did-staggered-panel · self_attack, rd-platform-policy · self_attack, iv-shift-share · self_attack.

Description

Data model
Discipline
Economics
Method family
Empirical (quantitative)Review
Design
not specified
Research stage
Review
Authors
e2er authors (Software, Methodology)
Usage
used in 8 templates · 1 published study · Examples: 7 example studies
Source
e2er repository · src/core/specialists/registry.py · @d8fd8ab
Record
agent:self_attacker · JSON

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More

Defined in code; specialists as files planned

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Cite this specialist
Persistent identifiers planned 
@software{e2erauthors2026e2erspecialistselfcritiq,
  title   = {e2er specialist: Self-critique},
  author  = {e2er authors},
  year    = {2026},
  note    = {e2er specialist. Persistent identifier planned},
  url     = {https://e2er.org/specialists/self_attacker}
}

On e2er.org

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