Plugin

Analisi dei video Bilibili: metadati, trascrizione (fallback ASR tramite Bijian/sherpa-onnx/whisper.cpp), commenti, danmaku e fotogrammi chiave nitidi con descrizioni visive locali opzionali.

Bridge di visione nativo del provider LLM: le immagini incollate in chat vengono descritte da un modello di visione (Qwen3-VL via pi-ai/llama.cpp) e la descrizione testuale viene passata a DeepSeek solo testo per la risposta — ammissione delle immagini, instradamento e compattazione avvengono tutti tramite meccanismi nativi dell'harness, con una cache LRU delle descrizioni e retry sui 503

Deposito LIFO locale dei prompt per sessione, per mettere temporaneamente da parte il testo incompiuto del composer e ripristinarlo in sicurezza in seguito.

Heatmap delle attività nella sidebar di DSH Web: griglia in stile GitHub con commit giornalieri, utilizzo dei token e spesa stimata, con una riga di statistiche giornaliere per il totale dei token di tutte le sessioni, il tasso di cache-hit e il costo per modello calcolato automaticamente

Visualizzatore file audio/video per dsh-better-sidebar: riproduzione inline nativa per mp4/webm/mkv/mov e mp3/flac/wav, servita da una rotta di streaming con supporto Range.

World-model research toolkit: inspect frames, name 3D / pixel / latent routes, score pred vs GT, and RSI skills / wm.yaml.

Plugin market inside the DSH Web UI: crawls the dsh-plugin topic with noise filtering, curated marks, ranking and one-click install (dsh.bundle-verified).

Connects DSH to Timeline Studio for `.timeline` project inspection, semantic edit previews, transactional edits, and verified MP4 rendering.

Parallel Search provider for DeepSeek Harness

Inline video preview for dsh-better-sidebar: plays .mp4/.webm/.mov/.mkv/.avi etc. in the sidebar editor with HTTP Range (seeking) support via a dedicated /video host route

Sidebar file tree for DeepSeek Harness: a files panel with a lazy, per-extension-icon tree, copy-path and send-to-agent actions

IDE-style workspace switcher sidebar for DSH (DeepSeek Harness): floating workspace dropdown, session filtering, done/pending status lights, workspace & session search, and workspace rename/delete/archive/add.

DeepSeek Harness (dsh) plugin for GitHub (gh), Gitea (tea) and npm CLIs: detect/install, guided auth/config (incl. npm token rotation), issue and package tools.

Firecrawl-backed search and fetch providers for the DeepSeek Harness web capability seam (ctx.web)

team-task for DeepSeek Harness: long-horizon multi-agent tasks — a lead plans a reviewed DAG, durable members execute, an event log is the single truth, and a resident reconciler survives crashes and restarts.

OpenCode Zen free models provider for dsh

Slacking-off companion: a floating mini player that streams Bilibili videos (native player, danmaku, comments, search) and pauses when your agent needs you, resuming exactly where you left off.

Mobile adaptation for the DSH Web UI: compact typography, full-width composer with caret fix, drawer sidebar with overlay-close, two-page settings flow, responsive tables and stats, safe touch targets.

One-click health check for the DSH Web GUI: a sidebar button runs the ops kit's check-health.ps1 through a plain HTTP route (independent of the tool registry) and renders a structured report card; colors follow the active theme, Windows/PowerShell.

Capability transform & assembly engine (Qian Xuesen cybernetics/systems framework): static resident layer manages the skill/MCP/plugin registries, auto-absorbs skills and tool metrics, and drives a negative-feedback evolution loop (scan Sick/Weak → mutate → select promote/reject → 30s rollback); includes a Web UI panel and a GitHub dsh-plugin store bridge.

Track releases and stars of any public GitHub repository from inside dsh agents — no API key needed.

Dedicated read-only Git Graph view beside Chat and Trajectory: commit topology, local/remote/tag refs, HEAD and working-tree status, search, filtering, first-parent mode, refresh, and load more.

Review Changes panel above the web composer with a VS Code sidebar bridge: send editor selections, drag files/folders as tags, and batch accept/reject every listed file.

Evidence-first self-evolution controller: bounded Cordis candidate generation, one-shot real-Loader admission, Harbor evaluation, and a crash-resumable journaled lineage.