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Skills · Auto-Empirical Research Skills (AERS) — first-party skills

auto-empirical-research-skills

By Bryce Wang · as credited by the source

Root router for whole-repo installs — classifies an empirical-research request by stage/method and dispatches to one of the 1,094 vendored skills via catalog JSON lookups instead of reading the repo wholesale.

In the catalogueinfraCC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)
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Provenance

Project
Auto-Empirical Research Skills (AERS) — first-party skills
Maintained by
Bryce Wang (Stanford REAP / CoPaper.AI)
Licence
CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow) · installed from its source; E2ER does not redistribute it
Source file
brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/SKILL.md
Identifier
auto-empirical-research-skills/aers-router

Use it

e2er skills install auto-empirical-research-skills

The command is on the development branch of E2ER.

Cite this skill
Persistent identifiers planned 
@software{brycewangstanfordreapcop2026autoempiricalresearchski,
  title   = {auto-empirical-research-skills},
  author  = {Bryce Wang (Stanford REAP / CoPaper.AI)},
  year    = {2026},
  note    = {E2ER skill. Persistent identifier planned},
  url     = {https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/SKILL.md}
}
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Used by

No E2ER specialist loads this skill by default. Once installed, a template can assign it to a specialist.

Evaluations

Planned

No evaluation record yet. An evaluation shows where a skill breaks before others rely on it.

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Description

Data model
Discipline
Social sciences
Method family
Empirical (quantitative)
Design
not specified
Research stage
not specified
Contributors
Bryce Wang
Usage
not used in published research yet
Source
RISE skill catalogue · auto-empirical-research-skills · @4c17bae
Record
skill:auto-empirical-research-skills/aers-router · JSON

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