Plugin

Trasmissione asincrona del contesto, riassunta da un LLM, tra le sessioni DSH e le Agent Team Room autorizzate, con snapshot istantanei e riepiloghi programmati

Montaggio incrementale dei file con deduplicazione delle letture: gli intervalli di righe montati non vengono mai reinviati al modello, le modifiche su disco invalidano e rimontano, con una scheda File montati e il conteggio del risparmio di token

Espone le capacità dell'agente DeepSeek Harness come server MCP, così un client MCP esterno (ad es. Hermes) può guidare Harness nell'esecuzione di task di programmazione. Hermes = cervello, Harness = braccia

Aggiunge artefatti di specifica, skill, comandi, implementazione guidata da obiettivi e contesto sull'avanzamento dei task

Drive Origin scientific plotting from DeepSeek Harness AI chat via MCP: write data, plot line/scatter/column, export PNG/SVG.

DeepSeek Harness 动态上下文管理插件（Dynamic Context Pruning for dsh），对标 opencode-dcp

Sidebar meters for DeepSeek Harness Web: a DeepSeek account balance bar (orange, with a low-balance alarm) and a conversation context-usage bar (blue), rendered above the plugin store with a hover detail popover.

Codex-style context visibility for DeepSeek Harness: live context-window occupancy, composition breakdown, KV-cache hit rate, and a GitHub-style 53-week usage heatmap

DSH plugin: automatic dual-peer Honcho v3 memory, contextual recall, search, reasoning, conclusions, and health diagnostics

MCP & Skill manager: enable/disable MCP servers and skills from a Settings panel to free context in real time; optional AI middle layer (mcp_search/mcp_call) calls disabled servers on demand, with state-based visibility filtering that keeps user-enabled servers visible.

A `search` tool that learns to pick between fast and thorough search strategies using a contextual bandit (Thompson sampling), improving from real usage instead of a fixed heuristic.

A slim port of Headroom: compresses tool output, cuts up to 20% of context, without affecting the model's context cache or agent performance.

Enhanced auto-compaction defaults for DeepSeek Harness agent presets: apply tuned threshold/retention budgets and per-model policies with one command, idempotent with backups and rollback.

Layered memory pipeline for DSH: auto-distills conversations into atomic facts, scene summaries and a persona profile (L0–L3), with hybrid BM25 + vector retrieval, chat/work family separation, and context injection before each model step.

Model-authored context pruning for DeepSeek Harness through the official compaction API.

Minimal-compatible first turn for Web root sessions: starts with persistent bash and str_replace_editor, removes automatic workspace and skill context, then restores the selected preset after the first tool call or reply; includes a persistent composer toggle.

Deterministic context compaction: prunes conversation atoms in reference-graph topological order with no LLM calls during compaction, and keeps pruned atoms recallable by marker.

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.

Right-side prompt toolbox panel with 24 built-in deep templates plus user-defined ones, accessible via the /prompt slash trigger and a context-aware floating suggestion card; one-click inserts the selected prompt into the composer.

Livello di esecuzione consapevole della GPU per DeepSeek Harness: strumenti gpu_status / gpu_exec / gpu_run_bg, iniezione del contesto GPU per ogni passo, selezione automatica della scheda tramite CUDA_VISIBLE_DEVICES

Skill di compressione del contesto per DeepSeek Harness -- riepilogo intelligente della conversazione

Memoria di persona persistente a lungo termine per DeepSeek Harness: archiviazione in MEMORY.md/USER.md, strumenti memory + memory_search, iniezione del contesto per richiesta e scansione dei segreti. Portato nello spirito da pi-hermes-memory

Tassonomia del contesto per chiamate logiche per il profilo Web di DeepSeek Harness

Un plugin per DeepSeek Harness che integra claude-mem: query, iniezione del contesto, salvataggio manuale e ciclo di vita della sessione tramite l'API HTTP di un worker claude-mem locale