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stdio MCP를 통해 dsh를 로컬 SandBase Harness 런타임에 연결하여 에이전트 및 세션 관리, 턴 스트리밍, 아티팩트 검사, 작업 취소를 수행합니다.

3계층 에이전트 메모리 하니스: 항상 활성화된 L1 CLAUDE.md, L2 인덱스, 템플릿이 있는 L3 상세 스켈레톤, 보호된 파일 쓰기를 1회성 승인 토큰 없이는 차단하는 게이트, 판단 없는 이벤트 로깅, 주간 증류, TDD 실행 루프 스킬.

iLink 게이트웨이를 통해 WeChat에서 dsh 에이전트를 조작합니다: 양방향 암호화 미디어 전송(수신함 자동 복호화 + /send), 능동적 weixin_send 도구, 완료 알림, 다중 세션 전환, 파일 로깅이 있는 상태 패널.

Automatically retries model failures (drops, timeouts, rate limits, 5xx) in-turn. Retry count, delays, backoff, fallback and more are configurable. Rate-limit backoff is capped and jittered, server retry hints are honored, and optional retry-until-success keeps going within a time ceiling. Every option is editable from the plugin config or the sidebar panel: retry count, initial and max delay, backoff factor and jitter, rate-limit delay window, retry-until-success ceiling, fallback trigger and switch cap, dead-route blacklist TTL, log file. When a route keeps failing it can switch to a pinned, allowlist-filtered, or catalog-picked alternate model route, with a 30-minute dead-route blacklist (auth failure, subscription expired, billing) and a stale-assembly guard that keeps retried requests on the switched route. Ships a right-sidebar panel with live retry state, route labels and incident counters, Chinese and English locale, and memory-only logging by default.

检查日志是否开启、是否记录了该记的、是否留够法定 6 个月

Runs shell scripts on cron or interval schedules inside the host with no model call, logging every run and waking the model only when a script's output changes.

SQLite-backed long-term memory for DeepSeek Harness: add, search, update and archive entries with categories and tags, automatic conversation logging, tiered compression, and a project dimension that scopes retrieval to the current workspace plus global facts.

Event-driven Hypatia memory for DSH: automatic conversation logging via session events, queued background consolidation (span summaries + work-unit extraction) with a dedicated model route, and recall injection — zero per-call model work in the main sessi