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Failure-recovery memory: search and record failure-recovery lessons from real engineering sessions, with BM25 + semantic RAG retrieval and a lessons knowledge base.

Install safety net for DeepSeek Harness: pre-install snapshots, one-click/automatic rollback, guarded boot, and incident reports that auto-trigger agent analysis. 中文: DeepSeek Harness 插件安装安全网（安装前自动快照、一键/自动回退、守护启动、事故报告自动触发 Agent 分析）。

Deep-read books and articles in five modes (quick, deep, knowledge map, Feynman, full book) with claim-evidence-data reports, Mermaid/XMind mindmaps, batch comparison, budget preflight, transparent background-job progress, and MD/HTML exports from URLs, files, or pasted text.

DeepSeek Harness (dsh) plugin for stock analysis, screening, and strategy backtesting across A/HK/US/JP/KR/TW markets

세션별 토큰 사용량을 영구적으로 기록하며, 프로바이더/모델별 분석과 52주 활동 히트맵을 갖춘 설정 대시보드를 제공합니다.

Quantitative R&D toolkit for DeepSeek Harness — 46 tools across six domains covering market data, indicators, factor evaluation, walk-forward ML validation, risk, options, bonds and fund simulation, with an end-to-end research pipeline.

MCP bridge to gemini.google.com: vision analysis of images and videos, Imagen image and Veo video generation, and conversation management using the logged-in browser session with no API key.

OverleafMCP를 통해 여러 Overleaf 프로젝트를 DSH에 연결하여 탐색, 분석, Git 기반 파일 업데이트를 지원합니다.

Structural code intelligence for DeepSeek Harness — gives the agent codegraph and codegraph_index tools to find where a symbol is declared, what calls it, what a change reaches, and how one symbol reaches another, from a tree-sitter index it builds itself

기술 통계, 백분위수, 빈도 분포, 상관관계를 계산합니다.

Interactive candlestick cards for dsh web: market_snapshot and get_ohlcv results render as K-line charts with MA overlays, volume, and the indicator regime the model actually read

Exports metadata-only DSH turn, model, tool, approval, retry, and error events to Tuning Engines for governed traces, policy evaluation, cost analysis, and Work Session review, with a disk-backed retry queue.

DeepSeek Harness 原生视觉 Bundle：粘贴或拖入图片，通过托管的 deepseek-vision-mcp 调用 OpenAI 兼容视觉模型。

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.

DeepSeek Harness(DSH)용 DeepEye 비전 플러그인으로, 이미지 설명, OCR, VQA, UI 레이아웃, 클립보드 분석을 지원합니다.

AI가 VLM(멀티모달 모델)을 자동으로 호출해 시각 분석을 수행할 수 있게 해주는 dsh 플러그인입니다.

Unified LLM request/response inspector: reasoning-effort tuning, external-think export, traffic & bundle analysis.

Community search, similarity analysis, and install/dedupe/build-it-yourself decisions for the dsh-plugin ecosystem.

Markdown, 표, 차트, 중국 성(省) 지도, 순서도, 수식, 드릴다운 테이블로부터 독립 실행형 인터랙티브 HTML 리포트를 생성하는 DeepSeek Harness(dsh) 플러그인입니다.

세션 이미지를 플러그형 비전 API로 연결하면서 DeepSeek을 기본 모델로 유지하는 DeepSeek Harness 플러그인

Bilibili 영상 분석 기능: 메타데이터, 자막(스크립트가 없으면 Bijian/sherpa-onnx/whisper.cpp로 ASR 대체), 댓글, 탄막, 선명한 키프레임을 제공하며 선택적으로 로컬 비전 설명도 지원합니다.

Bundled Xiaohongshu/RED viral-note agent skill: hot-note research, note generation/rewrite, verification, authorized account analysis, QR login and controlled publishing.

Renders pasted/uploaded images inline in the DSH Web chat and gives text-only models vision: the model-invokable visual_review tool calls any OpenAI-compatible multimodal API first, falling back to a local Qwen3-VL worker.

Free vision bridge for text-only models: image understanding, OCR, UI and debug analysis via free-tier providers (Qwen3-VL-Flash, Doubao, DeepSeek-OCR) with a settings GUI.