{"slug":"dokhacgiakhoa-agent-memory-systems","source_name":"dokhacgiakhoa/agent-memory-systems","name":"Dokhacgiakhoa/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":9.09,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":29.4,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-29T06:13:29.289070+00:00"},"skill_score":0.969,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":9.09,"with_pass_pct":100,"without_pass_pct":90.9,"tokens_delta_pct":29.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-29T06:13:29.289070+00:00","run_id":"59e864db-823b-462e-83e0-2e75f924429d","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":2,"manifest_hash":"9bcb72eb858dc0e6b2fc74f13611f15671d2768c478fe8f74b217c7a3b7d01ca","raw_url":"https://app.decimal.ai/s/dokhacgiakhoa-agent-memory-systems/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/dokhacgiakhoa-agent-memory-systems"}