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모델을 위한 세션 간 메모리: 과거 모든 세션을 전문 검색(ctx.sessionQuery를 통한 SQLite FTS5)하고 가장 잘 일치하는 발췌를 현재 컨텍스트로 가져옴

DSH의 무손실 세션 로그를 기반으로 한 출처 표기 메모리: 정제된 사실마다 `(sessionId, eventRange)` 인용이 붙어 원본 로그 발췌로 바로 펼쳐볼 수 있음

DSH Web 설정에 DeepSeek API 잔액, 잔액 추이, 일별 사용량 차트 표시

Web Components 지원

DeepSeek Harness의 모든 슬래시 명령어를 사용 빈도순으로 정렬해 실행 가능한 버튼으로 나열하는 플로팅 명령 데크

DSH plugin: keep your own prompts in Settings and switch them on per chat

为短上下文窗口的对话提供更轻量的 Agent 预设，能降低78%的固定开销。由 Deepseek 制作

一个增强deepseek harness会话内容显示效果的插件

Markdown enhancements for the DeepSeek Harness web UI: a low-priority composer takeover card with a CodeMirror 6 live-rendering editor (Obsidian-style), Markdown-rendered user messages, and rich-text paste conversion — built-in takeover panels keep preced

Skill shelf for DeepSeek Harness (dsh): a sidebar panel next to Plugins and Automation that lists every skill DSH resolves, discovers and installs skills from skills.sh, upgrades them safely (previous version quarantined, never deleted), uninstalls or res

DeepSeek Harness plugin: host-owned process & port lifecycle for local agents. start/stop/list/logs/wait-ready, tracked port reclaim, Processes rightbar + dock chip.

DeepSeek Harness plugin: host-owned long-horizon task board for local coding agents. Next≤3, in-flight, done+verify, inject file + STATUS.md + rightbar/dock chip.

DeepSeek Harness plugin: bounded-file memory for local agents. ME.md + project MEMORY.md vault, cache-stable inject, plain-line inbox, Memory rightbar. No embeddings, no LLM calls.

Retrospective agent-session evaluation for DeepSeek Harness: deterministic grade cards from persisted session logs, cross-session regression diffs, era comparison — no benchmark runs, no LLM judges.

The child-scoped report tool for continuable in-process subagents on DeepSeek Harness: installs `report` plus its usage guidance into every continuable child scope, so findings reach the parent before the child finishes.

Model-facing codebase-memory CLI tools (codebase_list_projects/index_repository/index_status/search_graph/query_graph/trace_path/get_code_snippet/get_graph_schema/get_architecture/search_code/detect_changes/manage_adr/ingest_traces/delete_project) that ru

DeepSeek Harness Web plugin: illustrated assistant replies with GPT-style citation chips and a sources panel for web-search results, on top of streaming markstream-react Markdown.

Session-aware mesh relay for DSH agents: an Ed25519-signed receive route and delivery policy, plus outbound sending, a peer directory and a mesh-peer-registry client.

Creates local, content-addressed workspace checkpoints with diff previews and two-phase restore confirmation.

DSH plugin that installs, supervises and auto-upgrades the local miloco-mcp-server background service, bridges its MCP tools into DSH and adds service, account and license settings panels.

Lets the model trigger compaction itself at a safe point via a compact_now tool (works mid-turn), plus a context_status tool reporting real token usage against the session's actual context window.

A browser that lives inside the DSH host: every session gets its own tab, the AI drives it with lazily published browser_embedded_* tools, and a human watches or takes over that same tab in an on-demand right-Sidebar tab — no GUI, no external browser, log

Plugin dependency graph for DeepSeek Harness: which plugin provides the services every other plugin injects, read from the live Cordis runtime.

Coding-learn floating panel: edits and runs Python/JavaScript/TypeScript/PowerShell with exit code and timing, grades JSON course lessons with progress export, keeps Markdown notes and snippet library, and sends code plus a question into the current conversation for the main model to answer.