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External Agent control plane for Codex, Claude Code, Cursor Agent, and Antigravity adapters with settings and background job visibility.

Brings the codebase knowledge-base capability of langchain-ai/openwiki into DSH — one-click generate/read/update of the repository Wiki, Grounded Claims (source-traced knowledge cards) and a project knowledge base built from uploaded local files, reusing the model DSH already has configured, with no second API key.

Kimi Coding web search and web fetch providers for the DeepSeek Harness — one coding-plan key fills both ctx.web seams (POST /v1/search and /v1/fetch), a settings card in the GUI stores it via the credentials service, and the fallback chain reads the Kimi CLI config for zero-setup installs.

Reports PowerShell, cmd, and LANG encoding for UTF-8 versus code-page issues.

Share the DSH workspace over the local network: phones, tablets and other computers browse, download and upload files via browser with no DSH login. Token gate, path boundary, read-only mode and rate limit. Zero-dependency (node:http).

Injects a fixed system-prompt section so the agent always replies in Simplified Chinese — including the short narration between tool calls — unless you explicitly ask for another language. Applies to every session and preset without overriding the persona.

Command Code LLM provider plugin adapted for DSH-Desktop 0.7.1: registers a commandcode route, with a live model catalog, reasoning-effort support, and real-time plan usage display.

Keeps long DSH sessions alive when a model channel starts failing: daruma takes over after the in-box retry gives up, trips a self-healing circuit breaker on repeated 429/5xx or a terminal error, and moves the next request to another channel in your chain. A panel beside the composer picks the backup by hand, switches show up as rows in the conversation, and every decision lands in a durable JSONL audit log.

Three independent language channels for model output — tool-call descriptions (every tool-call card title, including run_code in PTC-style presets), thinking, and replies — each set to follow the web GUI language, force a specific language, or turn off (default: only descriptions, following the GUI). One global runtime-context prompt directive on the host; the client half reports the GUI language; a Settings plugin card switches the modes.

CommandCode usage & balance panel for DeepSeek Harness: API usage, credit balance, 5-hour/weekly windows from the sidebar footer.

사이드바 패널에서 모델, 세션, 날짜별 토큰 사용 통계를 표시하고, OpenCode Go 할당량, DeepSeek 잔액, Z.ai 할당량 모니터링을 제공합니다.

Token-free Chinese classical poetry tab in the DSH conversation view with search, filters, 飞花令, daily poem, favorites, festival topics and a share-card image; AI explanation reuses your own DSH session.

A floating stock ticker for DeepSeek Harness: real-time quotes for Nikkei 225 and TOPIX ETF out of the box, plus worldwide markets via Yahoo Finance — Japan (.T), US, Hong Kong (.HK), China (.SS/.SZ) and any other symbol — with a customizable watchlist, display aliases and 16 UI languages.

Conversation-level multi-agent workbench for editable task planning, real child-session observation, plan-versus-runtime comparison, and evidence-backed recovery previews; tested with DSH 0.1.1-rc.2.

DSH 插件：可拖拽余额饼图 / 真实消耗 / 历史热力图 — balance pie with real spending & monthly heatmap for DeepSeek Harness.

Verifiable issue-to-PR delivery chain: an 11-stage pipeline (analysis, search, code understanding, hypothesis, planning, implementation, patch ledger, tests, review, failure classification, PR build) with 4 human review gates, GitHub/GitLab/CodeArts credential connections, a 5-page workbench and a draggable AI assistant panel.

Douyin local-promotion OEM ad daily/weekly report automation (Author: Kirin): collects 3 data sources (laike leads, plan-level delivery, video analysis) via a one-time Edge login, computes metrics, builds A4-style docx reports, supports free-choice scheduled run times and email notifications.

Zhipu GLM web search provider: registers as `glm` on the ctx.web seam and runs the native web_search server tool through GLM's Anthropic-compatible API (Coding Plan billing).

Explicit model routing for Main, Subagents, web_search, and image generation, plus a catalog-driven Composer and Plan Review picker with Model, Effort, Context, Fast, and Thinking variants.

Compact DSH wallet panel for any Sub2API-compatible third-party balance site. Uses /v1/usage with a long-lived API Key, auto-discovers configured providers, and shows balance plus daily usage.

Web search for DeepSeek Harness through Z.ai or Zhipu, with Coding Plan MCP quota and REST API billing modes, a native bilingual settings card, and support for reusing an existing ZAI_API_KEY.

Fail-closed network recovery, recommended answers, and safe unattended continuation for DeepSeek Harness.

Shows official DeepSeek API cash balance and private DSH-local request, token, cache, daily, and per-model usage charts.

Lets the AI insert streaming-generated UI into the conversation or a side panel, written in TSX — already one of the model's native languages, so there is no JSON schema to teach it. Rendered without flicker, state kept across frames with no hard remount, and a click in the card driving the next chat turn. Inline is where streaming matters most; the side Canvas is the more agentic shape. Cards get agentic capabilities of their own — run bash, curl, call the model, read and write files.