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DeepSeek Harness용 3계층 로컬 메모리: L1 스냅샷 메모리(MEMORY.md/USER.md)를 memory_* 도구로 필요할 때 읽기 + L2 검색 가능한 지식 베이스(사실 + SQLite FTS5, 슬라이딩 윈도 토큰화 기반 중국어 검색) + L3 Hermes/Claude Code/Codex/WorkBuddy 및 승인된 Agent Hub 문서(memory/global, memory/projects, 승인된 결정)에서 가져오기(콘텐츠 해시 중복 제거). v0.2.0은 모든 자동 주입을 제거해 모델이 12개 memory_* 도구 중 하나를 호출할 때만 메모리가 컨텍스트에 들어가고 데이터는 로컬 드라이브에 남습니다.

Peak-Valley Meter(峰谷电表) — DeepSeek 사용을 위한 소형 컴패니언: 입력창 위에 통화 기호+숫자만 있는 미니멀한 잔액 칩을 표시하고 공식 잔액을 5초마다 갱신합니다. 기호를 클릭하면 공식 충전 페이지가 새 탭에서 열립니다. 칩에 마우스를 올리면 기호 아래에 원형 배경이 페이드인되고 24시간 피크/비피크 타임라인(주황=피크, 파랑=비피크, 현재 현지 시간에 빛나는 마커)이 펼쳐져 비피크 시간대를 한눈에 볼 수 있습니다. 오늘 지출은 독립적으로 계측됩니다. 은은한 10가지 색상 프리셋과 사용자 지정 비피크/피크 색상, 상세/미니멀 스타일 및 표시 토글이 있는 설정 패널을 제공합니다. UI는 전체 중국어입니다.

DeepSeek Harness Web UI에 20개 로케일(번체자 중국어 HK/TW, 일본어, 한국어, 프랑스어, 독일어, 스페인어, 포르투갈어, 이탈리아어, 러시아어, 우크라이나어, 폴란드어, 네덜란드어, 터키어, 아랍어, 힌디어, 인도네시아어, 베트남어, 태국어, 스웨덴어) 추가. 정성껏 다듬은 번역, 런타임 폴백, 마켓 및 서드파티 텍스트의 자동 번역 제공.

시작할 때마다 DSH 클라이언트 모듈에 중국어 UI 레이블을 다시 적용해 업그레이드 후에도 번역이 유지되게 합니다.

엄선된 카탈로그와 전체 카탈로그, 키워드 및 시맨틱 검색, 중국어 번역, 즐겨찾기, 설치 상태 추적, 공식 CLI를 통한 설치/업데이트/제거 기능을 갖춘 앱 내 DSH 플러그인 마켓플레이스 패널.

에이전트가 시작하는 음성 통화: `offer_call`이 사람에게 전화를 울리고(接听/拒接/稍后再说), 수락된 통화는 CrispASR + Qwen3-TTS(화자 9명, 중국어 방언 2개)로 로컬에서 합성·재생되며, 거절된 통화는 그 결정을 에이전트에 돌려줍니다.

중의학 툴킷: 8축 진단과 약재 배합 조회

Adds file-backed Chinese web-fiction planning, chapter writing, consistency review, rollback, and style-profile skills.

Cross-session experience memory for DSH. Lessons are evidence-graded, injected when the turn is about the same thing, and shown just before an action only when the record declares which call it applies to. A rule that holds whatever the turn is about — "always answer in Chinese" — can be marked **standing** and is then carried every turn: measured on 24 isolated real-model turns, a standing rule is followed 6/6 against 0/18 for the controls (empty store, same record unmarked, unrelated standing record). A guess still cannot become always-on: a standing record needs a verified passage like any other. What nobody looks up is retired, reversibly. Five tools, seven slash commands, zero runtime dependencies.

Shows a Chinese translation under each English thinking block in the DSH web chat, without modifying the session transcript; per-chunk caching, a configurable translation model, and a settings panel.

Live token cost for every chat in the DSH Web UI: the chat, its subagents and the whole session tree, priced from a bundled models.dev snapshot of seven providers and 139 priced models, with cache read and write rates wherever the provider publishes them and DeepSeek from its own peak and off-peak table. Every finished answer carries its own price in the transcript, and a chat that is not currently open is priced from the log instead of disappearing. Spend is costed per interval from an append-only JSONL ledger in the project folder, so logged work keeps the tariff it was billed at. On top of it: budget-aware work plans packed against a money limit, routing scenarios that show which models are worth connecting, a generated plan document in English, Chinese or Russian, and a warning when spend belongs to no plan unit.

Voice conversation mode for the DSH Web GUI: tap the mic to start a full-screen call, talk hands-free, and hear each reply read aloud as it streams. Bilingual (Chinese/English) UI, light and dark themes, adjustable speech rate, and switchable voices.

Self-tending living memory in one local SQLite file — a nightly patrol dedupes, merges, decays and cross-links entries on its own, with seven-signal RRF hybrid recall (FTS5 + jieba Chinese-first tokenization, optional vector KNN, graph PPR), a typed knowledge graph, conflict detection instead of silent overwrites, and web telemetry panels.

Chinese-first UI enhancement: translates slash-command names and plugin-inventory cards with three display modes (Chinese only / Chinese + English / off), switching instantly without losing English.

Point-and-shoot screenshot capture: a system floating window turns a new screenshot (or copied image) into an Obsidian note with comments and key-point marking, instant Tongyi Qianwen OCR, per-day merging, and an optional evening AI organization pass.

Parse Chinese e-invoice PDFs (XML attachment first, text-layer regex fallback) into structured JSON with amount cross-check, and generate expense reports (Markdown / xlsx).

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.

A conversation-view tab for DeepSeek Harness Web showing solar/lunar dates, ganzhi year/month/day, Chinese zodiac, 24 solar terms, festivals, China public holidays including make-up workdays, multi-city weather, an epoch↔date timestamp converter with a time-zone picker, and bundled offline "on this day" history from free sources without an API key.

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.

Offline, deterministic public API catalog search for DeepSeek Harness, with Chinese and English queries plus exact filters for authentication, HTTPS, CORS, status, source tier, and category.

Localizes the DeepSeek Harness interface — tool call cards, plugin list, command menu and permission selector display Chinese text while keeping the English originals.

Economics-first journal/working-paper monitor for DeepSeek Harness: NBER RSS + arXiv econ (4 categories) + Chinese econ journals (Shi Jie Jing Ji via Magtech, Zhong Guo Nong Cun Guan Cha, Cai Mao Jing Ji, Zhong Guo Ren Kou Ke Xue, Jing Ji Guan Li via ajcass) fetch, keyword filter, dry-run/Webhook push, dedup persistence, and schedule_create-compatible briefing.

Translates visible Chinese UI and content in DeepSeek Harness Web, using a browser-local OPUS-MT model for session titles, workspace names, messages, search results, and opted-in plugin prose while keeping remote translation limited to allowlisted UI labels.

A DeepSeek Harness plugin (dual-face host + browser) for watching your DeepSeek account **balance** and estimating **token-based costs**, with prices configured per **model × peak/off-peak period** online. Everything lives in a unified modal (opened from the sidebar-footer **Balance** button); a **session-header** button shows a live "Session ≈xx CNY". UI copy is bilingual (Chinese / English, following the host UI language).