Skip to content

From the author

Assesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai's empirical research guide. Evaluates the abstract and section outline for: research question clarity, stated contributions, hypotheses and testable implications, data description, planned results and inferential approach, and robustness checks. Detects causal papers from the abstract and conditionally assesses identification strategy only when causal framing is present. Produces a structured markdown report with PASS/PARTIAL/FAIL assessments and actionable suggestions. Use when asked to assess, evaluate, review, or check a paper outline, abstract-and-outline, or research plan in a .qmd file.

Install

npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill assess-outline -a claude-code

Installs to .claude/skills/assess-outline/ · Each command fetches the skill straight from GitHub with the open skills CLI.

No download: this skill’s licence (Custom or unclear) does not let us redistribute its files. The install commands fetch them from GitHub instead.

Want your agent to suggest skills while you type? See how to use skills from your IDE.

Safety checks on SKILL.md

No warnings.

Why 85

Security100
Provenance84
Maintenance100
Licence45
Adoption58

aiqbench computes the trust score from public signals. It is not a security audit, so read a skill before you install it.

Similar skills

From the same category, best-trusted first. This skill is not indexed for matching yet, so these are its neighbours by category.

Ratings & reviews

—

no reviews

Tried this skill? Rate it to help others. Sign in

    Discussion

    Join the discussion. Sign in