{"slug":"brycewang-stanford-i3","source_name":"brycewang-stanford/i3","name":"Brycewang Stanford/I3","description":"RAG Builder with Parallel Document Processing\nVector database construction with local embeddings (zero cost)\nHandles PDF download, text extraction, chunking, and vector database creation\nAbsorbed B5 (Parallel Document Processor) capabilities\nUse when: building RAG, creating vector database, downloading PDFs, embedding documents, batch processing\nTriggers: build RAG, create vector database, download PDFs, embed documents, batch PDF processing","version":1,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":88.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-08T10:59:51.204226+00:00"},"skill_score":0.6818,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40.91,"with_pass_pct":68.2,"without_pass_pct":27.3,"tokens_delta_pct":88.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-08T10:59:51.204226+00:00","run_id":"8afd2a9e-de24-4f3f-b47e-b5f9d70afbb9","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":"NOASSERTION","install_count":0,"manifest_hash":"a744821e93d1e95143256aff10b878957bc47a53df0fb6de18a56bc3b8b530ac","raw_url":"https://app.decimal.ai/s/brycewang-stanford-i3/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-i3"}