生産性ツール · DeepSeek Harness プラグイン — 27 ページ

Cross-session core memory for the DeepSeek Harness — workspace-scoped persistent facts (ctx.memoryCore) with a stable system-prompt section (KV-cache safe) and a memory_remember tool.

Hybrid memory search for the DeepSeek Harness — sqlite-vec vector arm + FTS5 lexical arm (RRF fusion) over session events, with local bge embeddings via transformers.js. Provides ctx.memorySearch.

Skill manager + background self-evolution for DeepSeek Harness — model-facing skill_write/delete/list tools persist DSH-native skill files, and a timer-driven reflection loop distills reusable skills from finished agent turns (background, KV-free, logged).

Model-facing memory_search tool for the DeepSeek Harness — hybrid lexical+semantic recall over a session's earlier conversation via ctx.memorySearch, with bounded snippets.

OpenTelemetry and Langfuse observability exporter for DeepSeek Harness: turn/step/tool/LLM spans, token and cost metrics, and sanitized LLM prompt/completion capture from the session/event stream, with async batching, bounded offline buffering, and retry with backoff.

OpenCode Go 用量常驻条 — DeepSeek Harness 插件:聊天输入框下方常驻显示套餐余量(滚动/周/月)、总消耗 token 与金额,点击展开明细。零外部依赖(node:sqlite + fetch)。

Drive OriginLab Origin scientific plotting from any AI via MCP - 62 tools: file import (CSV/TXT/XLSX, CJK-safe), plan-confirm flow with plan_hash staleness guard, domain templates (stacked spectra/XRD/dual-Y/forest/multi-panel), fine-grained editing (per-curve color/width/symbol, axis, legend anchors, page geometry, window management), editable OPJU delivery, deterministic readback verification, inline image preview, statistics batch (t/ANOVA/PCA/survival) with confidence notes, system diagnostics, scenario cookbook, version capability handshake, stable error codes with recovery map. Works standalone via npx (official MCP SDK) and inside DeepSeek Harness (DSH bundle).

Claude Code outputStyles-equivalent runtime output-style switching for DeepSeek Harness

蓝色大肥鱼 · DeepSeek 峰谷提醒：北京时间「梁文峰/梁文谷」实时播报、切换前提前提醒、省 token 小贴士、自由拖动（纯前端，兼容 blue-fantasy 皮肤风格）

Session folders for the DSH web sidebar: one-level named folders per workspace to group sessions, drag-and-drop or context menu to move them, server-side persistence. Status badges mirror the built-in session browser.

Inject an x-session-id HTTP header onto every DeepSeek Harness LLM provider request, carrying the harness session id of that exact call; also covers whitelisted gateway fetches during tool execution.

Pin sessions and workspaces to the top of the DeepSeek Harness sidebar with per-pin row colors — a dual-face (host + client) dsh plugin with row [pin][swatch] controls, a header toggle, and a pinned panel.

CJK-aware ctx.sessionQuery backend for the DeepSeek Harness — SQLite FTS5 provider with a trigram tokenizer table so Chinese full-text search actually matches (upstream unicode61 does not segment CJK), plus a LIKE fallback for 1-2 character CJK queries.

Tool-result dedup policy for the DeepSeek Harness — replaces byte-identical repeated plain-text tool results with a pointer to the first occurrence (hash-indexed), saving input tokens on long sessions.

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AI-for-Science research workflow skill bundle for DeepSeek Harness: multi-angle literature review with per-angle files, anchored experiment design with a caveat list, figures, paper reading; cross-verification briefs.

DeepSeek Harness bundle for the aiworkskills WeChat article workflow

DeepSeek 额度与用量仪表盘 —— DSH (DeepSeek Harness) Web 插件：余额还能撑几天、今日/本月花了多少、哪个模型和哪个会话最贵、图片/多模态用量、缓存省了多少、高峰挪到闲时能省多少

DSH profile-bundle plugin: browse archived sessions, restore (un-archive) one to continue the conversation, or hard-delete its on-disk JSONL log directory. Integrates into the Settings panel.

DeepSeek Harness 多电脑同步：通过自己的 GitHub 仓库同步会话、附件、设置和工作区文件。Sync DSH sessions, settings and workspace files across computers.

DSH side-conversation plugin: /side and /btw start a side conversation in an ephemeral fork of the current session (Codex /side & /btw semantics).

DSH Web 运维面板：安全重启、健康监控、备份和 Linux 权限维护。

Multi-agent team management plugin for DeepSeek Harness

Example dsh profile bundle: assembles @morlay/session-rdb and @morlay/ui-conversation-message-actions into a web profile — rewind / retry / fork closed loop on RDB persistence.