Deployment-configured prompt prefix for DeepSeek Harness: ordered system-prompt sections ahead of the persona and reference user/assistant exchanges injected into every ordinary conversation request as real alternating messages (request-path interception, zero session-log writes).
Local-first DeepSeek Harness control center for balance monitoring, usage accounting, time-aware custom third-party API pricing, a 365-day local token ledger, Z.ai Coding Plan quotas, official pricing sync, encrypted multi-account switching, reminders, recharge, and host-gated session controls.
Proactive associative memory for DSH: zero-prompt recall injected before the model speaks, three-layer auto-consolidation, skill crystallization, and Astra-style context management - handoff ledgers, PLAN whiteboard, water-level sensing. Local-first, model-agnostic, zero deps. 主动联想记忆+Astra 式上下文管理:自动唤回/自动沉淀/技能固化/交接账本与白板跨窗口续命/水位感知。
DSH 插件:真正便捷无感的同窗口内对话回退,从不新建分支;自带轻量工作区备份,可一并还原文件(完整 Claude Code /rewind 语义)。 · DSH plugin: genuinely effortless in-window conversation rewind — never forking a new session; ships a lightweight workspace backup that restores files together with the rewind (full Claude Code /rewind semantics).
Native Rapid-MLX provider for DeepSeek Harness — teaches DSH what the local server already knows (memory-fitted context via max_model_len), plus model-management tools and a /rapid-mlx overview.
Let the DeepSeek Harness agent smartly drive a local or remote ComfyUI to generate anything, with workflow and asset management panels, per-workflow skill packs, a companion skill and a same-origin media proxy. / 让 DeepSeek Harness 的 Agent 智能驱动本地或远程 ComfyUI 生成任何内容。附带工作流、资产管理面板与技能包管理挂载。配套 skill 与同源媒体代理。
Hash-anchored read/edit/undo_last_edit tools for DeepSeek Harness (dsh). Every line gets a unique 3-char hash (A-Za-z0-9) that stays stable across edits; stale or ambiguous anchors are rejected, never fuzzy-matched. Undo persists across restarts.
Agent skill for DeepSeek Harness: rewrites Russian text to remove 64 markers of AI generation (bureaucratese, calques, ChatGPT fingerprints), with a corpus-calibrated scanner, audit mode and author-voice calibration.
OpenBiliClaw DeepSeek Harness plugin: the user-consumption side (recommendations, delight, saved, Socratic chat, profile, probes, activity) as a web-GUI sidebar, plus agent-bridge tools and the openbiliclaw-adapter skill for closed-loop use inside DSH.
Jingling (鲸灵) for DeepSeek Harness: a privacy-first local AI companion with reviewable memory, a restricted preset, and an optional desktop-pet sidecar.
DeepSeek Harness plugin: control the Unity Editor through the unity CLI — project management, live-editor pipeline commands, and C# eval as agent tools.