{"slug":"ancoleman-designing-distributed-systems","source_name":"ancoleman/designing-distributed-systems","name":"Ancoleman/Designing Distributed Systems","description":"When designing distributed systems for scalability, reliability, and consistency. Covers CAP/PACELC theorems, consistency models (strong, eventual, causal), replication patterns (leader-follower, multi-leader, leaderless), partitioning strategies (hash, range, geographic), transaction patterns (saga, event sourcing, CQRS), resilience patterns (circuit breaker, bulkhead), service discovery, and caching strategies for building fault-tolerant distributed architectures.","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":248.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-21T12:02:41.565680+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":90.9,"without_pass_pct":86.4,"tokens_delta_pct":248.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-21T12:02:41.565680+00:00","run_id":"e70c9233-2922-40db-89c4-96b0d19c05c1","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":"94f469339f7df5fe5657cf651b07c74f2665dd74cb8cd61cb426c2380b24f614","raw_url":"https://app.decimal.ai/s/ancoleman-designing-distributed-systems/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/ancoleman-designing-distributed-systems"}