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NewAPI (OpenAI-compatible gateway) LLM provider: registers a `newapi` route with chat-only model discovery, auto-fills model parameters (context window, reasoning effort) from models.dev, and adds a Web settings section for the base URL and API key.

점진적 공개 방식의 MCP 게이트웨이: `mcp_search`로 대규모 원격 카탈로그를 검색한 뒤, 지연 연결과 제한된 캐시로 `mcp_call`을 통해 정확한 스키마를 호출

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

DSH plugin: auto-fill metadata (context length, output cap, display name, input modalities) for custom-provider models from the Model Metadata Registry (models.dev).

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.

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

In-place conversation rewind in the same session window without forking (Claude Code /rewind semantics): a per-message ↶ button cuts the model context back to any user message, with an optional Claude-Code-style file restore from disk-persisted before-backups.

필요할 때만 규칙을 주입하여 컨텍스트를 낭비하지 않습니다. opencode-stream-rules의 DSH 이식판입니다.

대화 옆 여백 영역에 드래그 가능한 미니카드 워크벤치를 제공합니다(API 잔액, 토큰 사용량, 세션 통계, 목표, 비용). 크기 단계와 공식 DeepSeek 요금을 지원합니다.

Cute token-usage pet in the session header: live context occupancy, per-session usage and breakdown, plus date/weekday, weather, 3-day forecast and severe-weather alerts, all theme-aware.

agentmemory for DeepSeek Harness (dsh): full memory_* tools, capture hooks, and context injection over the local REST server

Durable citation-thread learning companion for DeepSeek Harness conversations

Evidence-first guard: warns the agent when it claims success without a matching tool-execution record in recent context.

Honcho memory bridge: auto-syncs every conversation turn to a self-hosted Honcho service, with recall/search/remember/context/status tools, context injection on session start, and a visual settings panel.

Incognito sessions: a standalone ephemeral sub-agent with its own preset (no parent context) and full toolset, draggable floating window, burned to zero traces on close.

4개 모듈로 구성된 세션 컴패니언: 스마트 대화 내보내기(Markdown/PDF/JSON/PNG 롱 이미지, 개인정보 마스킹 및 일괄 ZIP), 템플릿 저장/가져오기가 가능한 컨텍스트 핸드오프 요약, API 비용 최적화(실시간 공식 가격, 피크/오프피크 스케줄링, 일/월 예산, 모델 라우팅), Ctrl+F 채팅 내 검색(CSS Custom Highlight API)을 포함한 전역 대화 검색

Migrate Codex CLI conversations, MCP servers, memories and project files into DeepSeek Harness sessions, workspaces and MCP registrations. 把 Codex CLI 的对话、MCP、记忆与项目文件迁移为 DSH 会话、工作区与 MCP 注册。

Adds persistent execution contracts, recursive work graphs, critical clarification, and evidence gates for long or underspecified Harness tasks.

Chinese localization for DeepSeek Harness: translates all system prompts, tool descriptions, and runtime contexts into Chinese at runtime via the system-prompt/assemble waterfall (1788 entries, zero source modification, uninstall restores English).

Give agents access to files on the machine where the browser runs: user authorizes a local directory via File System Access, tool calls relay over the plugin's own WebSocket; read-only compat mode for mobile/insecure contexts.

China A-share financial data MCP server for the harness: 11 fin_data__* tools (quotes/K-lines/financials/calendar/special-data/announcements/EDB/reconcile/funds/indices) over THS free official REST (primary) + AKShare (fallback) + Wind (exclusive domains), with observable degradation, context-budget compression (result-side -72.2% measured), and an offline 10-year market-data lake; BYOK.

Adds a Settings Usage dashboard for DeepSeek API balance, official token and cost analysis, trends, context warnings, and live API activity.

Workspace file tree for the Web UI: multi-tab preview (text/DOCX/PDF/Markdown/CSV/images), inline Markdown editing, a Git changes panel, and file operations (rename/delete/copy/move/create) via context menu.

Context-aware next-message suggestions in the DSH composer, with repeated Trigger cycling and explicit user review before sending.