Plugin

Citation tools for agents: exact DOI lookup, Crossref bibliographic search, GB/T 7714 / APA / MLA / Chicago formatting, BibTeX generation and bounded-concurrency DOI validation.

Qichacha (企查查) enterprise data source as a dynamic Cordis plugin: 5 agent tools (auth with QR login, company search, knowledge search, tool search, tool execute) covering 100+ data dimensions (business registration, shareholders, judicial, IP), plus a settings-page account manager; network/file IO via DSH subprocess spawning node -e, credentials interop with the local BizOwl client.

Evidence-first vulnerability research workbench for DeepSeek Harness: native audit views, 29 OMV tools, Evidence.v1 findings, reproducible runs, Campaign workflows, and isolated PoC evidence.

Bi-temporal memory backed by a SodaMem daemon: recall is contributed to the prompt while each turn is assembled and every closed turn is ingested, with no tool call and no model call on the read path; each recalled fact cites the turn it came from and carries validity dates, so superseded facts stop being retrieved.

Cross-session event-cue memory for DeepSeek Harness: auto-extracts task/conversation cues and user language habits from every turn into a persistent global cue bank, then re-injects remembered context on topic-switch detection (keyword or vector matching).

Rewrites each request against a learned prompt profile and automatically updates habits, anti-hallucination rules, and learning records.

Session lifecycle CLI: export (md/json/jsonl), archive/restore, trash, search, and stats. Read-only by default; nothing is ever deleted by the engine.

Ollama Cloud native chat adapter: direct NDJSON translation of the Ollama /api/chat wire format, model discovery with context windows and capabilities, and web search/fetch providers under the ollama-cloud id, plus a Web settings card.

Weak-network adaptor: transparent long-backoff model-stream retries (10-min cap), local response replay cache, heartbeat auto-reconnect, and degraded-mode token economy, with a bilingual (zh/en) settings page.

Warm light and dark theme for DSH Web with responsive layout, bilingual settings, safe Markdown preview, per-block copy controls, and no telemetry.

Persistent provider-reported token usage totals with per-session, per-model, and daily activity statistics.

Yellow one-line notice for a prompt cache miss after the cache was rebuilt; shows re-billed uncached input tokens, cached hit tokens, and TTFT.

Mobile UI for the Web GUI on narrow screens: full-width responsive layout, overlay session drawer, 44px touch targets, safe-area support, and reading enhancements with zero desktop impact.

Cattura ogni payload dell'API del modello upstream in JSON (debug e osservabilità)

Monta una riga nella composizione e ogni scheda plugin nella pagina dell'elenco plugin delle Impostazioni web ottiene una descrizione bilingue (zh/en); pubblica anche il servizio pluginDescriptions in modo che altri plugin possano registrare le proprie descrizioni

Plugin di migrazione delle sessioni cross-strumento per DeepSeek Harness (dsh): importazione ad alta fedeltà, continuazione, estrazione di conoscenza, esportazione bidirezionale, redazione della privacy

Provider di ricerca web basato su SearXNG per l'interfaccia di capacità web di DeepSeek Harness (ctx.web) — metaricerca self-hosted, nessuna chiave API, nessun turno del modello per ricerca

Un compagno BigFish nativo per il desktop, guidato dagli eventi di sessione di DeepSeek Harness

Profiler del contesto delle richieste per DeepSeek Harness — osserva cosa è cambiato tra le richieste al modello e come è cambiato di conseguenza il riutilizzo della cache

Capsule di evidenza dei fallimenti local-first per le sessioni di DeepSeek Harness

Notifiche native del sistema operativo per prompt di approvazione e domande/piani: il toast indica il nome del workspace, il clic vi salta direttamente, bilingue (zh-CN/zh-TW/en), con suono

Transactional uninstall engine: validate/preview/execute/undo per action with Saga rollback, WAL crash recovery, hash-chain audit, hardlink dedup, and a Bayesian oracle that predicts success probability before you commit (MIT).

Peak/valley billing dock and usage analytics: token/cost/model stats, trend and token-mix charts, latest-20-turns records, global time/session/model filters.

Provides web search capability to DSH via Tavily API