{"slug":"topoteretes-cognee-performance","source_name":"topoteretes/cognee-performance","name":"Topoteretes/Cognee Performance","description":"Use when cognee is slow, expensive, or hitting rate limits — speeding up or throttling ingestion (remember/cognify batching, chunk size, LLM and embedding rate limits, per-stage models), cutting read latency, estimating cost before ingesting, running work in the background, or planning how to scale a deployment.","version":1,"lift":{"pass_rate_delta_pts":72.73,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":275,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.8-flash","grading_method":"judged","completed_at":"2026-11-02T18:52:53.636539+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.8-flash","headline":true,"delta_pts":72.73,"with_pass_pct":95.5,"without_pass_pct":22.7,"tokens_delta_pct":275,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-11-02T18:52:53.636539+00:00","run_id":"80dcb214-c48c-48ff-bf8e-a9751e564a0e","latest_attempt":{"id":"80dcb214-c48c-48ff-bf8e-a9751e564a0e","runner_model":"gemini-3.8-flash","overall_verdict":"mixed","completed_at":"2026-11-02T18:52:53.636539+00:00","gate":null},"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":"Apache-2.0","install_count":0,"total_uses":0,"total_users":0,"manifest_hash":"6807b8ffa50eb965eab146f529010365804c16be9ad01f5c044a22bc909cbf17","install_name":"topoteretes-cognee-performance","version_id":"33ee03e1-6178-4b37-a5fb-dca5b60fb6ea","body_sha256":"6807b8ffa50eb965eab146f529010365804c16be9ad01f5c044a22bc909cbf17","render_hash":"a8a4ca46b683042cbafbfdb493153af784fe08a30fae434e6f636cacdef92e50","raw_url":"https://app.decimal.ai/s/topoteretes-cognee-performance/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/topoteretes-cognee-performance"}