{"slug":"brycewang-stanford-amj-data-analysis","source_name":"brycewang-stanford/amj-data-analysis","name":"Brycewang Stanford/Amj Data Analysis","description":"Use when running and reporting the statistical analysis for an Academy of Management Journal (AMJ) manuscript — measurement validity, common-method bias, the right estimator (HLM, SEM, panel, experiments), endogeneity, and robustness. Executes and reports the analysis; it does not design the study (amj-methods) or frame the contribution (amj-contribution-framing).","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":41.5,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T08:39:41.479818+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":100,"without_pass_pct":86.4,"tokens_delta_pct":41.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-15T08:39:41.479818+00:00","run_id":"578701b9-2e2c-40e3-9290-4921dba01b76","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"98df36d4a1f6d5486ddfc171dd763cbae3f2d3ca0457ae1c04b9066e4bf3c686","raw_url":"https://app.decimal.ai/s/brycewang-stanford-amj-data-analysis/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-amj-data-analysis"}