{"slug":"lingtai-ai-academic-research","source_name":"lingtai-ai/academic-research","name":"Lingtai AI/Academic Research","description":"Nested swiss-knife reference for academic literature work — find papers, fetch full-text PDFs, trace citations, write LaTeX manuscripts. **First action for any \"get me this paper\" request:** `python3 <skill-path>/scripts/fetch_paper.py <DOI|arXiv-ID|PMID>` — walks arXiv → Unpaywall → Europe PMC → CORE → in-house publisher-page extraction (Nature/APS/AIP/IOP/Cambridge) → authorized institutional publisher → LibGen and saves the paper, metadata, and a resumable manifest under `papers/{slug}/`. Rea","version":2,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":140.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-19T13:59:01.173435+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":90.9,"without_pass_pct":54.5,"tokens_delta_pct":140.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-19T13:59:01.173435+00:00","run_id":"d7819053-28f9-41dc-aa30-30326794b0da","version_number":2,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"4bc5f19ee355b4fc48c3272e6799ae8546460272a4a8e548114f82f0a494cedc","raw_url":"https://app.decimal.ai/s/lingtai-ai-academic-research/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/lingtai-ai-academic-research"}