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Vocabulary flashcards for agent wait time: a spelling card appears in the Web client lower-right after ~18s of agent activity and retreats when the session finishes or needs input; optional shared progress with the local VibeGap desktop app.

Vision browser tool: drives real Chrome over CDP with browser-use and reads the page with deepseek-v4-flash-vision-exp, so canvas text, text baked into images and values in rendered charts are readable; returns JSON validated against a caller-supplied schema and reports per-run token cost.

LLM-as-a-Verifier for dsh with the Best-of-N conversation mode built in: rank N candidates with a fine-grained verifier (expected grade over the logprob distribution), on demand via the verify tool or automatically on every turn of a Best-of-N session. In

DeepSeek Harness approval alert — desktop notification + sound + tab-title flash when a session waits for an approval or a user question, so you never leave dsh waiting while you are away. v2 adds host-side system notifications fired from the dsh process,

DSH web plugin: desktop notification, chime, and title flash when a session stops — finished output or waiting for human input. Click a notification to jump to that session.

Auto Mode for DSH: a flash-model router that auto-picks the best agent preset (standard/code/minimal/cordis) for each new session and executes immediately, no confirmation.

Reasoning-mode routing plugin for V4 Flash on headless: w7 persona anchoring, first-turn tool anchoring and complexity-dispatched guidance.

Education toolkit for DSH agents: lesson-plan skeletons by grade band, quiz scaffolding and answer-key validation, analytic rubrics, Anki/markdown flashcards, and readability levels.

DeepSeek Harness용 대화형 UI/UX 시각 리뷰 플러그인: 모든 OpenAI 호환 멀티모달 엔드포인트(예: agnes-2.5-flash) 기반의 vision_review / vision_ask 도구