lambenthan/empiricalwiki/empirical-design
Claude Code and agent skill by lambenthan/empiricalwiki
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Checking that the SKILL.md file is still in the repository.
Generate an empirical research design from ingested literature and local project data: question, theory, variables, data, model, identification, mechanisms, heterogeneity, and robustness
Install
npx vskill@latest install lambenthan/empiricalwiki/empirical-designSKILL.md
/empirical-design
Read the wiki context, empirical pages, project READMEs, and raw/notes/research-intent.md when present.
Generate an archived design document at wiki/outputs/empirical-design-{slug}-{YYYY-MM-DD}.md with:
- Research question
- Literature positioning
- Theory mechanism
- Hypotheses
- Variable design
- Data sources and sample construction
- Baseline model
- Identification strategy and endogeneity risks
- Mechanism tests
- Heterogeneity tests
- Robustness checks
- Expected table structure
- Data gaps
- Next actions
Constraints:
- Distinguish what the literature already did from what this project should do.
- Be concrete about endogeneity risks and feasible remedies.
- If local data are insufficient, list the missing fields rather than pretending the design is executable.
Security
- Security scanPassed, 95 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingi18n/en/skills/empirical-design/SKILL.md
Popularity
- 7-day trend score
- 5
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