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Dual-ledger cross-session memory: auto-extracts lasting facts from conversations into MEMORY.md and maintains a PROGRESS.md project ledger, recalling both into every new session.

Multi-agent dashboard skill for DeepSeek Harness -- status reports, task tracking, progress visualization

Draggable whale companion with local progression, achievements, skins, and privacy-safe activity tracking.

Personal bookkeeping for DeepSeek Harness: record expenses/income (single or batch), list, monthly/annual stats with trends, budgets with progress/over-limit alerts, soft-delete restore, CSV & self-contained HTML report. Zero deps, local JSON. 个人记账插件

S3, FDS & FTP file tools for DeepSeek Harness: 8 agent tools (list, stat, mkdir, delete, move, copy, download, upload) — approval-gated mutations, transfer jobs with progress & cancel.

Rick and Morty for the dsh web GUI: three-look skin (C-137 portal green / lab coat / Meeseeks blue) plus a desktop-pet companion with six characters, bilingual lines, agent-driven moods, combo petting, and a progression panel

Real-time stage, ETA & cost dashboard for headless dsh tasks: turns the black-box session event stream into a live multi-task grid (cordis plugin + standalone local dashboard, no API calls).

에이전트별 온디맨드 도구 탐색과 점진적 스키마 공개

Live progress for long-running background jobs in the DSH web GUI: a draggable floating ball in the session that owns the job, expanding into a panel with done/total, speed and ETA.

Read web novels inside the DSH web GUI: import legado book sources, aggregate search across sources, a bookshelf with reading progress, continuous-scroll reading, and five agent tools for search, chapter reading, source import and probe, and shelf lookup.

Replacement session-title provider that compresses oversized or code-heavy first prompts before calling the model (in the tested DSH version the built-in provider rejects inputs above 4096 bytes without a model call) and waits for a real task instead of titling a greeting. Titles use the session’s own provider and model by default and manual titles are protected; title rules cover a character cap, an optional date affix, style, language and exclusion words, plus a per-session lock. Also re-titles stored sessions in bulk, with a progress overlay that keeps running after Settings is closed.

A DSH plugin that automates shipping a local project: create a GitHub repository and publish it (git init/commit/push + topics + tag + release), sync requirements/progress to Linear, publish to npm, and announce in the community Discussions — to join the

Video-style turn navigation for the Web UI: full-map progress bar with hover preview cards (tools/files/tokens), drag scrub, ⌘K in-conversation search, ⌘↑/⌘↓ stepping, Esc-return. Event-log powered — works beyond the loaded window. Dual-half plugin on the official composer.dock slot.

Drive a local DeepSeek Harness agent from QQ and other IM channels through AstrBot: send tasks with /dsh, continue by quoting or @-mentioning the bot, answer approvals and ask_user_question prompts from chat (in parallel with the DSH web UI), and get results, inline images and file cards back. Ships session / workspace / model / permission commands, /compact and /last recovery, three progress-display modes, and group-shared or per-user session scoping.

Semantic risk grading and progressive authorization: classifies tool calls into safe/risky/redline, asks before irreversible actions, auto-allows only approved-and-succeeded signatures.

Live subagent progress dock for DeepSeek Harness: folds each child session's events into a subagentProgress projection (turn/step, last tool, latest assistant preview, notify_user updates) and renders a frosted-glass status dock above the parent conversat

DSH web plugin: a LiveBench tab in the Trajectory view (right of 对话/轨迹). Run LiveBench evaluations against every model configured in the DeepSeek Harness — pick provider/model, category, task, release and question range from dropdowns, watch progress, and

Authored pull request feedback inbox with paginated GitHub collection, priority favorites, and version-bound local progress shared by the DSH panel and CLI.

Anime subscription manager for DeepSeek Harness: Bangumi metadata lookup, nyaa/dmhy torrent search, qBittorrent auto-download with RSS-based new-episode polling, local media-library dedup, and a calendar/progress sidebar GUI with 11 LLM tools (bangumi_lookup / bangumi_search / bangumi_subscribe / bangumi_unsubscribe / bangumi_list / bangumi_progress / bangumi_calendar / qb_status / qb_configure / qb_add_torrent / library_scan).

Local token usage and cost dashboard for DeepSeek Harness: four-segment token breakdown (miss/cache-hit/cache-write/output), cache savings estimate against the miss/hit price gap, per-session drill-down with context-growth curves and anomaly flags, global filters with shareable URLs, monthly budget progress with month-end projection, and day/month aggregate fast-path queries (O(days)) with incremental rescan.

One-click update for the local DeepSeek Harness checkout — compare versions, pull and rebuild, then restart, and roll back to any past release, all from a sidebar panel with live progress.

Multi-agent isolated debate for DeepSeek Harness: debaters of different temperaments research independently (no herding), then cross-examine, then judges converge to a conclusion. Runs as a background job with per-agent progress, token accounting, wave-parallel execution, and session-referenced resume.

Sidebar button that checks for DSH updates on startup, shows red dot for new versions, supports ignoring specific versions, and displays changelog preview with live download progress and GitHub mirror support for China.

Erii (Sakura) themed boot splash animation — falling sakura petals, a mint monster mascot with a blossom on its head, and a soft pink progress bar; fades out after ~3 seconds without blocking input.