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Standards-based OIDC identity, enterprise API-key binding, declarative branding, and OpenAI-compatible model integration for DeepSeek Harness

Use ChatGPT and Codex subscriptions in DeepSeek Harness with OAuth, quota runway forecast, safe resets, web search, image generation, and Fast mode.

Web search provider for the ctx.web seam that routes the DeepSeek web_search tool through a LiteLLM proxy using the OpenAI Responses API, reusing LITELLM_API_KEY.

Image generation workbench and agent tool for DSH: one tool (ark9_generate_image) paints text-to-image and image-to-image via any OpenAI-compatible API. Channels are entirely user-configured - no bundled endpoint, you bring your own baseURL, key and model name (manual input supported). Agent-initiated generations are approval-gated by default: requests queue in the floating panel and nothing bills until you approve; approval is non-blocking (the agent replies "awaiting your approval" immediately, and results, denials or timeouts are injected back so the agent reports them in the next turn). Floating glass workbench with five tabs (Generate / Approvals / Prompts / History / About), aspect-ratio grid with quality-budget + 16px-alignment sizing, transparent background, batch up to 10 images as aggregated sub-tasks, prompt library with custom JSON sources fetched through a host proxy, persistent generation logs with one-click retry, multi-channel aggregation with per-channel model fetching, bilingual UI (zh/en), stroke-SVG icon set, config import/export. Registers as a Better Sidebar tab when dsh-better-sidebar is installed; stacks above the dsh-cua FAB when both are present.

Neutralize tool calls with invalid JSON arguments on the wire so one malformed model generation cannot brick a session against strict OpenAI-compatible servers.

OpenAI-completions-compatible adapter for custom gateways (vLLM / LM Studio / self-hosted proxies): always role:"system", thinking driven by the model config, Qwen-style response split, and vision-model image input (single / multiple).

Optimized fork of dsh-image-gen with batch generation (count), gallery pagination, lazy loading, fetch retry/timeout, and 7 providers: Gemini/OpenAI/Seedream/DashScope/Agnes/GLM-Image/Stability AI.

Text-to-video and image-to-video generation via DashScope Wanx, Volcengine Seedance, Google Veo and OpenAI Sora, with tool results saved to the session workspace and a video gallery (grid, lightbox, download, delete) that survives DSH restarts.

Routes the harness through the OpenLLM gateway: a pure-config Cordis patch that adds an `openllm` provider to the in-box pi-ai adapter pointed at the local daemon (`127.0.0.1:8787/v1`, no API key held by dsh) and registers the `openllm mcp` stdio server (openllm, claude-context, supermemory tool groups).

Agent-agnostic skill that turns task input files into reusable structural briefs and a per-task searchable index (OpenAI Codex, Claude Code, DeepSeek Harness)

Manages the default DSH model, provider and model visibility, and optional OpenAI Responses web search.

DeepSeek Harness vision plugin: 8 analysis modes (describe, OCR, chart data, UI review, object detection, compare, code-gen, debug), any OpenAI- or Anthropic-compatible vision API, with a built-in free vision model and automatic rate-limit failover.

Text-to-image and image-to-image generation inside DSH through OpenAI-compatible endpoints, with an agent tool, multi-provider fallback, and a side-panel workspace with history.

DeepSeek Harness (DSH) plugin that delegates coding tasks to the Claude Code and Codex agent CLIs and streams the whole run live — autonomous control, multi-account, automatic install, git worktrees, and any Anthropic-compatible endpoint.

DSH web search and Responses native V2 compaction for Sub2API-proxied or NewAPI-relayed GPT models

Audio Copilot for DeepSeek Harness: transcribe audio (ASR) and synthesize speech (TTS) — gives text-only agents ears and a voice. Windows-local SAPI TTS out of the box; OpenAI-compatible ASR/TTS endpoints configurable. Includes an in-composer voice-input

서드파티 OpenAI 스타일 게이트웨이를 위한 DeepSeek Harness 호환성 플러그인: 완전한 응답 후 [DONE] 센티넬 없이 닫히는 SSE 스트림을 허용합니다.

OpenAI Codex CLI 래퍼: 기본 읽기 전용 샌드박스로 원샷 exec, 저장소 리뷰 및 세션 재개.

로컬 SQLite 기록, HUD 및 대시보드, Hub 계정/할당량 스냅샷, 사용자 지정 가격 책정 및 요금 장부, CSV/JSON 내보내기를 갖춘 DSH 웹 사용 센터와 코딩 플랜 OAuth 및 선택적 루프백 OpenAI/Anthropic 게이트웨이.

DeepSeek Harness용 멀티모달 플러그인으로, 구성 가능한 OpenAI 호환 또는 DashScope 엔드포인트를 통해 이미지를 이해하고 이미지를 생성합니다.

DeepSeek Harness용 DIT.ai 제공자 번들: 하나의 DIT_API_KEY에서 29개의 OpenAI Chat Completions 모델과 10개의 Anthropic Messages 모델을 설치하며, 프로토콜별 추론 구성을 제공합니다.

모든 OpenAI 호환 VLM(로컬 Ollama 또는 클라우드)용 view_image 도구를 갖춘 채팅 이미지 첨부 브리지: 붙여넣거나 드롭한 이미지가 텍스트 전용 DeepSeek 모델에 도달하기 전에 view_image 경로 마커가 됩니다.

DashScope OpenAI 호환 API(qwen3.7-flash) 기반의 모델용 image_describe(识图) 도구와 붙여넣기 브리지: 텍스트 전용 세션에서 붙여넣은 이미지가 전송 시 파일 경로로 자동 변환되고 트랜스크립트에 다시 렌더링되어 이미지 허용 단계에서 걸리지 않습니다. DASHSCOPE_API_KEY는 BYOK, 엔드포인트/모델/예산 설정 가능, 리다이렉트 방지 HTTP 클라이언트, 모든 agent preset에서 동작.

텍스트 전용 DeepSeek 모델용 온디맨드 비전: 이미지를 업로드하면 모델이 임의의 OpenAI 호환 비전 엔드포인트(기본 Qwen/DashScope)를 사용하는 view_image 도구를 호출합니다.