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하네스 자체의 기반 위에 있는 워크스페이스별 네이티브 메모리: storage-domain JSON 유닛에 사실과 상한이 있는 상시 프로필을 두고, 쓰기는 승인 게이트와 `(sessionId, seq)` 인용을 거칩니다. 결정론적 회상과 과거 세션에 대한 session-query FTS를 제공하며, 외부 서버나 사용자 지정 SQLite는 필요 없습니다.

DeepSeek Harness용 사용자 선호도 메모리: memory_get/memory_update 도구로 영속화된 사용자 프로필과 시스템 프롬프트 주입

DeepSeek Harness 的 MCP 服务与 Skills 管理器：面板里增删改 MCP 行、扫描导入其他 Agent 配置、管理 Skills。Web 与 Desktop profile 通用。

Build PowerPoint decks from a brief: plan and storyboard gates, per-page authoring through pptwise and ppt-master, a design-profile pass, page-image snapshots with a render audit, and a tool that hands those pages to an image-capable model for review.

Registers the dsh-mol stdio MCP server, built on RDKit with no network access, into a DSH profile. It exposes 12 tools: three-level SMILES validation with human-readable diagnostics and character positions, molecular properties, drug-likeness and structural alerts, structure rendering to PNG/SVG, multi-molecule grids, format conversion (SMILES, InChI, InChIKey, MOL, SDF, formula), standardisation with a per-step change log, deduplication, SMARTS substructure matching, fingerprint similarity, and batch clean-up that reports every rejected row. The patch only registers the server; the tools live in this repository's Python package and must be installed first — the README gives a `pip install` route and a from-source route, and until the package is on PyPI the from-source one is what works.

Let `dsh web` be reachable from other machines on the LAN / a virtual LAN (SD-WAN, Tailscale, ZeroTier) with no extra command line: ships a profile patch layer that binds all interfaces, widens the /api Host trust fence, and extends the browser-session co

Shared browser panel for DeepSeek Harness via Better Sidebar, with local Chromium, human and agent mouse and keyboard control, page snapshots, screenshots, and per-chat persistent profiles.

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

Filesystem permissions for shell calls, granted per path and capability rather than per command name. The command line is parsed for the read, write, create, delete and execute effects it needs, a capability it lacks raises the approval card instead of a flat refusal, and the same rules are compiled into the macOS Seatbelt profile the process, its children and the code its arguments never showed all run under. An Approvals tab in the conversation reads the audit log back and shows which rule, automatic reviewer or person answered each call.

Back up your DSH profile configuration to a private GitHub Gist on a schedule, with merged restore.

Pre-install compatibility gate for DSH plugins: locks the resolved version, checks peer/engines declarations, dry-installs into an isolated DSH_HOME and boots it with a timeout, blocks on any failure, and restores the profile if the real install fails. Optionally intercepts dsh-market install/update clicks.

Read-only DSH/Cordis composition doctor for plugin conflicts and upgrade rehearsal: scan profile manifests and patches, find duplicate rows, hook-order and UI ownership conflicts, compare redacted snapshots, diff plugin/row/hook changes, and preflight target DSH releases with explicit evidence boundaries — without mutating a real profile.

Same-origin in mechanism with the two loudest lines in context compression. The code-skeleton gate follows the skeletonization approach of Headroom (Apache-2.0), whose published headline is 20% fewer tokens for coding agents and 60–95% fewer tokens for JSON, same answers. The estimator channel follows TokenPilot (arXiv:2606.17016), which reports up to 60% lower cost for long-session agents. Both figures are theirs, quoted as-is; this plugin ships no benchmark of its own and claims no reduction of its own. What it adds for DeepSeek Harness: choose a compression profile, set the Auto Compact trigger level and toggle code-skeleton compression from one settings section, with exact DeepSeek V4 tokenizer measurement, same-revision count verification, and fail-open behaviour that keeps the original tool results on unsupported models.

Agent billing and usage observability for dsh web: session-log direct-scan recording (zstd, per-event timestamps, watermark + lastSeq double dedup), multi-account rate profiles per provider and model, per-window live badge reading the window session id via React fiber, full glassmorphism dashboard with 14-day sparkline, budget alerts, relay-station balance queries and a 332-model official price library.

dsh plugin: switch named model profiles (default model, think level, per-subagent models) interactively via the host ask-user flow — one implementation for the TUI and web surfaces, a clean fast-fail on headless

JIRA task panel under the DSH composer: per-workspace project key and optional JQL, listing the issues assigned to the current user with status, priority and issue-type chips, a total count, collapse and refresh, links to JIRA, plus a settings card for the base URL and token with a connection probe.

Keyboard shortcuts for the DSH Web UI: Ctrl+Q toggles the left sidebar, Ctrl+E toggles the right panel, and Ctrl+S opens Settings. Physical key codes can be overridden in the profile patch.

SSH session manager for DeepSeek Harness: saved profiles, agent ssh_run, interactive terminals, and SFTP with secrets kept in the DSH credential center.

Opens the dsh web GUI in a dedicated Edge/Chrome app-mode window on its own browser profile and gracefully stops the server when that window is closed.

DSH Web GUI plugin: first-position 【概览】tab in the right panel (context window / session metrics with active-only 1s runtime / per-model usage & cost analysis) plus a settings entry 【DeepSeek 开放平台】that opens platform.deepseek.com. Web profile only, theme-a

OMP-styled interactive terminal profile bundle for DeepSeek Harness

WeChat Official Account source collector: QR-login credential profiles, rate-limit-safe crawling with cooldown, RSS second water source, and secret-safe handoff to ContentStudio.

Portrait-adaptive communication skill: builds a live user portrait (proficiency, per-domain gaps, current state) from the conversation and calibrates every answer's depth, jargon density and step granularity to it; behavior-over-claims dumb-play detection; transparent profile snapshot export. MIT.

Personal toolbox for the dsh web profile with per-feature toggles: task-done desktop notifications, one-click restart, session deletion, plugin enable/disable, update checks, and UI utilities.