{"slug":"vellum-ai-memory-corpus-ingest","source_name":"vellum-ai/memory-corpus-ingest","name":"Vellum AI/Memory Corpus Ingest","description":"Ingest a large dataset into memory as a skimmed map. Cold-store the raw files under a workspace imports directory, census them into a slice plan, skim each slice into compact map pages that point back at the raw files, ingest the map with the memory ingest CLI, and author a drill-in retrieval skill so the corpus stays searchable on demand. For recording archives, transcript collections, document dumps, and any corpus too large to hold in memory directly.","version":1,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":83.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-04T07:20:23.929272+00:00"},"skill_score":0.7727,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":77.3,"without_pass_pct":22.7,"tokens_delta_pct":83.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-04T07:20:23.929272+00:00","run_id":"d0f81e6b-cc21-48bc-89e6-350d19ec4103","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":"703a776cfa59060f06e50ba2bbfa076fdb1f23826a8aa3685fdefeca05b221ed","raw_url":"https://app.decimal.ai/s/vellum-ai-memory-corpus-ingest/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/vellum-ai-memory-corpus-ingest"}