{"slug":"brycewang-stanford-aerj-literature-positioning","source_name":"brycewang-stanford/aerj-literature-positioning","name":"Brycewang Stanford/Aerj Literature Positioning","description":"Use when positioning an American Educational Research Journal (AERJ) manuscript in the literature. AERJ readers span the whole field, so the paper must engage the literatures a general education-research audience expects and speak past its own subfield. Builds the positioning argument; it does not write the literature review for you.","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":19.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T15:20:38.234868+00:00"},"skill_score":0.7273,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":72.7,"without_pass_pct":68.2,"tokens_delta_pct":19.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T15:20:38.234868+00:00","run_id":"ef562d1e-5872-4cfa-a5b1-0a237a19f101","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":"8bc4090cca5ab65fddeb9a277e9896a13252a7f8dee818cc2f8dc073d9f7a2c9","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aerj-literature-positioning/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aerj-literature-positioning"}