{"slug":"davila7-agent-memory-systems","source_name":"davila7/agent-memory-systems","name":"Davila7/Agent Memory Systems","description":"Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them.  Key insight: Memory isn't just storage - it's retrieval. A million stored facts mean nothing if you can't find the right one. Chunking, embedding, and retrieval strategies determine whether your agent remembers or forgets.  The field is fragm","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":19.2,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T13:58:10.335168+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":100,"without_pass_pct":86.4,"tokens_delta_pct":19.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-12T13:58:10.335168+00:00","run_id":"bde86bac-d7d0-439a-81d9-a7a1f44b91f8","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":"c7e31249af92d4ae344436fe28fdeecdf7977794aa6a59451f41133dbaf23f11","raw_url":"https://app.decimal.ai/s/davila7-agent-memory-systems/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/davila7-agent-memory-systems"}