Plugin

Anteprima dei collegamenti ai file delle conversazioni nell'interfaccia web (immagini / testo / Markdown / codice evidenziato / git diff) — clicca su un collegamento per aprire un modale di anteprima invece dell'apri-desktop; route recintate in loopback con cache ETag/304 debole e sanificazione DOMPurify.

Ponte del canale Feishu (Lark) fail-closed: chatta con un bot e ricevi le risposte dell'agente dsh — con approvazione opzionale degli strumenti human-in-the-loop (schede Allow/Deny prima di ogni chiamata bash, timeout fail-closed). Integrazione esclusivamente con l'SDK Python ufficiale (versione fissata); whitelist con negazione predefinita, verifica di firma/timestamp/replay dei webhook, sessioni persistenti per chat; verifica giornaliera di compatibilità con l'SDK più recente; documentazione bilingue.

Cicli ricorrenti: comando `/loop` + strumento loop + barra di stato dell'attività.

Suite mobile remota: plugin pairing Host con offerta QR, Host Gateway loopback, Tunnel cifrato e WebRTC Direct stessa LAN, più un APK Android in questo repo.

Analyze usage across models, providers, workspaces, and time ranges — including custom start/end dates over the full retained history — with live cache-hit visibility and separate model and provider breakdowns. Includes a 53-week GitHub-style heatmap, usage streaks, cache-efficiency trends, DeepSeek account balance, workspace aliases, CSV export, and a durable ledger that preserves successfully flushed usage after session deletion and rebuilds incrementally — on restart, unchanged sessions are applied from the ledger without re-reading their logs (a per-session log revision is the change signal), and only changed/new events are folded. Token accounting is explicit: input is fresh (cache read/write and reasoning are separate buckets) and zero-usage replays never overwrite recorded usage. Chinese uses local time, English uses UTC; API access is loopback-only.

HTTPS + login gateway for the DeepSeek Harness web surface: access your DSH Web UI securely from another machine on your LAN, or from the internet via port forwarding. Fail-closed defaults (loopback-only, no accounts until configured); setup and security notes in the README.

Relay di messaggi multi-agente basato su loopback: broker autenticato con HMAC più plugin dsh (relay_send/recv/peers/history), client CLI e Python a dipendenza zero, protocollo di rete v1.0.

Governance della traiettoria dell'agente e diagnosi delle anomalie: ricostruisce log di sessione piatti in alberi di traiettoria multi-ramo, rileva stalli in loop, retry non validi e deviazione dall'obiettivo, avvisa con attribuzione dei costi, interruzione con un clic e fork da breakpoint tramite le API ufficiali, in una scheda GUI indipendente.

Deep research as an agent mode: one reviewed loop that plans, researches in adaptive parallel rounds driven by the gaps the researchers themselves declare, synthesises a cited report and then reviews it adversarially, instead of a script the model rewrites per call. Questions the round budget never reached are named in the report rather than dropped.

Workbench di orchestrazione progetti AI local-first e plugin CLI per DeepSeek Harness: pianificazione gated da approvazione, Git worktree, esecuzione attività, Issues ed evidenza verificabile.

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.

Long-task orchestration loop: Codex plans/scores/reviews, DeepSeek executes, Kimi supplements (vision acceptance, summarization, cross-check).

Turns the iterate skill into an autonomous closed-loop harness — plan, parallel review, atomic fixes, validate, loop, auto-stop — plus a dry-run review-only mode and a meta-review that audits the report and emits a final review report.

Free voice closed loop for the Web UI: browser SpeechRecognition mic input with live interim results plus read-aloud speaker buttons and auto-read for assistant replies, zero configuration and no API key.

SearXNG-backed web_search provider for the web seam: free, self-hosted, key-less metasearch through your own instance's JSON API, with a bundled loopback-only docker-compose example.

Plugin modalità di apprendimento Feynman: ciclo insegna → ripeti l'insegnamento → valuta → rispiega, reso come schede lezione HTML ricche (diagrammi mermaid + evidenziazione del codice shiki)

RAG a doppio grafo di conoscenza per note Markdown: grafi di prerequisiti + similarità (attraversamento P/S-Agent), suddivisione in paragrafi, ricerca ibrida n-gram/embedding e un ciclo di feedback esplicito sui pesi — via MCP

AgentDuel is a code-battle game. This plugin lets you complete the entire game loop inside DSH: manage deathmatch characters and capture-the-flag teams, submit agent code, start battles, watch replays, and use DSH conversations to keep improving agents based on battle results.

DeepSeek Harness (dsh) plugin embedding the fin-trace agent loop — multi-hop relationship reasoning over a financial knowledge graph, exposed as async tools (start/status/cancel)

Keeps a local task-outcome ledger for DSH, verifies acceptance criteria from deterministic evidence, records user disposition and token usage, and supports digest-bound export.

Exposes dsh's internal capabilities (language, workspace registry, agent-status and approval events) over HTTP under /dsh-api on the local loopback socket dsh already listens on, with SSE fan-out at /dsh-api/events.

Auto-continue an interrupted dsh session after a web restart by injecting a "continue" follow-up; one-shot per process, no duplicate-injection loops.

Human-in-the-loop tools (`human_task` / `human_task_ready_check`): pause the agent until the user performs a real-world action or returns an observation (GUI operation, game testing, visual verification, hardware checks), gated by session consent and an AFK presence check, returning a structured JSON result via a web task dialog.

Play your own local music in the DSH web UI: the host scans a local folder (default ~/Music) and streams it over HTTP, with a now-playing bar (prev/play/stop, loop modes, volume, live spectrum) and a draggable playlist panel, plus a model-invokable `music_play` tool.