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A small pet in the corner of the interface that reads the real event stream instead of guessing: it drifts when idle, speeds up while the agent is thinking, draws a flowing line per running tool call, turns red and shakes with the error summary on a failure, and celebrates a turn that ran longer than ten seconds. The same widget is the at-a-glance busy and error indicator, so there is no spinner to stare at. The host half folds real harness events into a snapshot and the client half only draws it; it performs no content recognition, and it positions itself away from the composer so it never sits over what you are typing.

Skill manager page in the DSH Web Settings panel, at the same level as Plugins: lists every skill the installation serves with its own summary, source and disk footprint, and removes any of them into a recoverable trash.

RSS/Atom reader with grouped subscriptions and unread/total counts, FreshRSS account sync over the Google Reader API with read/star written back, local image proxy, optional BYOK AI summary/translate/Q&A, podcast audio playback and full-text fetch.

A per-turn change bar above the composer showing which files the turn changed and the line deltas, for DeepSeek Harness 0.1.5-rc.1 through 0.1.7.

Context compaction that keeps its receipts: a five-section handoff summary, a durable segment index, review tools that read compacted text back, optional working notes, and a read-only extraction exit. Mounts as the compaction-basic row's replacement; cha

Ships a skill about handing work to subagents instead of doing it inline - which tasks are worth fanning out, how many to run at once, how to send them in parallel, and how to check what they returned instead of trusting the summary.

Reminder bubbles beside the input for DeepSeek Harness: any plugin or AI can push reminders (text/link) with chat-style stacking, drag-resize, AI summary, visual customization and random outfit presets. A static profile plugin available in every preset without disappearing on restart.

File-change diff bar with keep/undo summary, plus dangerous-command approval and red highlighting for bash/pwsh.

One-click context compression for the dsh web GUI: a 压缩 button on the session title bar summarizes the whole conversation into a few lines, opens a new session in the same workspace seeded with the summary, and switches to it — the original session stays untouched.

Installed-plugins README summary panel: floating 📖 button, zh-preferring titles, default-all-expanded READMEs, blue circular index badges, per-plugin one-click update (`dsh plugin update`) via a loopback endpoint.

Trellis × DSH workspace dashboard: a conversation-view tab showing the current task + progress (prd.md acceptance checklist), spec/skill usage, and workspace session summary.

Two-phase session captioning: instant keyword titles while the conversation is busy, then cheapest-budget-model refinement plus a one-line summary once it goes idle.

Settings-page usage dashboard: per-provider/model token summary across all sessions, with today/7-day/30-day CSS-bar trends and a cache-hit rate.

압축 후 전제 이탈 가드: 압축 요약에서 핵심 리터럴 앵커가 누락되면 1회성 알림을 주입