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Semantic-layer analytics tool that uses curated table, column and metric metadata with Qdrant and Elasticsearch recall to generate, validate and execute MySQL analytical queries through the Xiwen service.

Perseus Vault memory plugin for DeepSeek Harness: automatic pre-step recall injection from a governed memory vault

Verification-driven self-evolution loop: failure logs become verified AGENTS.md rules; in-session plugin (evolve_learn / evolve_apply / evolve_touch / evolve_recall), tool-verify gate, rule lifecycle, local recall.

Connect Trilium notes to the DSH agent via ETAPI with 20 agent tools: durable memory (remember/recall + auto-injected index), note management (CRUD/clone/attributes/revisions), full-text search, weekly-report workflow, attachments, calendar notes, backup/import, and a settings card.

Standalone arrow-key input history for the DSH web composer: ↑/↓ recalls sent prompts from one global ring shared across all sessions and workspaces, persisted to localStorage with an overridable cap.

고급 memoria 도구: 세션 컨텍스트 주입(프로필 + 회상), 최근 결정 사항, 상태 리포트, 네임스페이스 허용 목록, 메모리 관계 그래프, 엔티티 검색; dsh-memoria의 동반 플러그인

파일 기반 작업 메모리: 핵심 전제를 세션 노트 파일에 그대로 기억/회상시켜, 컨텍스트 압축 후에도 손실 없이 유지