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프롬프트, 도구 인자, 결과 텍스트를 저장하지 않고 턴별 도구 호출 수와 대략적인 검증 신호를 로컬 JSONL로 기록합니다.

사용자 승인을 받은 소스 코드로부터 Functions, MCP 도구, 워크플로 Skills, 오프라인 테스트 패키지를 생성

Fail-closed 방식의 Feishu(Lark) 채널 브리지: 봇과 채팅하면 dsh 에이전트의 응답을 받습니다 — 옵트인 방식의 휴먼인더루프 도구 승인 포함(모든 bash 호출 전 Allow/Deny 카드, fail-closed 타임아웃). 공식 Python SDK만 사용하는 통합(버전 고정); 기본 거부 화이트리스트, 웹훅 서명/타임스탬프/재전송 검증, 채팅별 고정 세션; 매일 최신 SDK 호환성 카나리아 테스트; 이중 언어 문서.

모든 AI 도구와 에이전트를 위한 단일 메모리 레이어: Context Bundle 주입, 프롬프트 시점 회상, MCP 도구, 턴 종료 시 DSH 스레드 캡처를 제공합니다.

claude-code / codex / reasonix / zcode의 대화 기록을 dsh 세션으로 가져옵니다: 워크스페이스 바인딩, 도구 호출 보존, 세션 과대화 방지, zcode 압축 복원을 지원합니다.

DSH용 네이티브 Windows 데스크톱 창(WebView2): 원 명령 설치, GitHub Releases에서 앱 zip 자동 가져오기, 바탕화면 바로가기 생성, 채팅에서 실행 가능한 desktop_launch 도구 추가

DeepSeek Harness × OpenCode TUI 前端：把 dsh 的 Agent、会话、工具接入官方 opencode 终端。OpenCode TUI frontend for the DeepSeek Harness (dsh): agents, sessions and tools in the official opencode terminal.

compact reasoning and tool activity groups for DeepSeek Harness Web and DeepSeek Harness Desktop.

Vets third-party plugins before you trust them: static scan for malicious patterns (exfiltration, credential access, obfuscation, persistence) and over-privileged path use, transitive-dependency coverage, official-package hash baseline for supply-chain tamper detection, and an optional plugin-tool call gate.

Fine-grained permission gateway: per-category tool-call review (outside-workspace directories, commands, file read/write, subagents, repeated actions) with global & per-project allow/deny exceptions, quick-tool defaults, custom rules, a bilingual approval modal with inline diff details, custom rejection reasons and a sandbox-upgrade flow.

Agent security guardrail: intercepts and audits every tool call, requiring human confirmation on sensitive operations.

Health checks for DSH plugins: manifest/patch/entry/build/pack/install verification, model-callable plugin_check, profile host-shadowing + BOM detection, environment diagnostics, and poison preflight.

Continual self-refinement loop: persistent memory, periodic review-and-refine, cross-session shared knowledge, and automatic rollback through a model-callable harness_refine tool.

Feishu (Lark) bridge for DeepSeek Harness: one-command install, streaming progress cards with a tool panel, ask/approval button cards, attachments, and proactive feishu_send pushes.

Bridge DSH agent sessions, tool calls, and approvals to the CodeIsland macOS notch panel over a Unix socket, with in-panel allow/deny.

Workspace-safe Office tools for agents: create/read Word, create/read/update Excel, and create/read PowerPoint decks with PNG/JPG/GIF image placement.

Vision MCP and DSH bundle for text-only DeepSeek: analyze_image, analyze_clipboard, compare_images and vision_status tools, a visual settings page, free GLM-4.6V-Flash by default, result caching and rate-limit tolerance; keys stay out of logs.

MiniMax-powered multimodal plugin: real-time voice call mode (streaming conversation, floating dock UI), voice mode and mic voice input, plus image/video/music/speech generation and vision inspection tools.

Zero-dependency browser control: drive a real headless Edge/Chrome over CDP with 8 `pilot_*` tools (navigate/click/type/keys/eval/screenshot) plus a live draggable cockpit panel in the Web GUI - text-first snapshots for text-only models, no Playwright, no API key.

Seven video tools (probe/cut/concat/encode/subtitle/extract/gif) on the official subprocess service: shell-free argv, zero runtime dependencies.

Optimize a raw instruction into a professional prompt through the harness llm service — four-section (Role / Task / Context / Format) or a headerless plain-text style. Context-aware by default: the recent conversation is injected as background and may enrich the ## Context section. Long outputs resume from the truncation point with auto-expanded budgets; validated results are cached (identical requests cost zero model calls); a unified call budget bounds worst-case cost. Composer ✨ one-click optimize, undo, cancel and a token-cost hint; prompt_optimize tool (optimize + iterate), auto-optimize hook, auto-detected zh/en role document.

Zotero library tools via the local API (no API key): search items/collections, read metadata and abstracts, list attachments, read full text (parses PDFs on the fly when Zotero cache misses), download PDFs, and manage notes.

Dedicated model routes, tools, and system guidance for vision, compaction, reviews, subagents, titles, and image generation.

Connect dsh to a local Obsidian vault: search, read, write, move, and trash notes through `obsidian_*` tools.