プラグイン

Image generation workbench and agent tool for DSH: one tool (ark9_generate_image) paints text-to-image and image-to-image via any OpenAI-compatible API. Channels are entirely user-configured - no bundled endpoint, you bring your own baseURL, key and model name (manual input supported). Agent-initiated generations are approval-gated by default: requests queue in the floating panel and nothing bills until you approve; approval is non-blocking (the agent replies "awaiting your approval" immediately, and results, denials or timeouts are injected back so the agent reports them in the next turn). Floating glass workbench with five tabs (Generate / Approvals / Prompts / History / About), aspect-ratio grid with quality-budget + 16px-alignment sizing, transparent background, batch up to 10 images as aggregated sub-tasks, prompt library with custom JSON sources fetched through a host proxy, persistent generation logs with one-click retry, multi-channel aggregation with per-channel model fetching, bilingual UI (zh/en), stroke-SVG icon set, config import/export. Registers as a Better Sidebar tab when dsh-better-sidebar is installed; stacks above the dsh-cua FAB when both are present.

Memory consolidation tuning for dsh-mneme (autoDream enabled, schema-max output budget, deepseek-chat route) plus the llm-deepseek reasoning-effort fix, an MCP bridge to the auditable seed-society agent runtime, and six yogacara seed skills.

Hard-stops further tool calls after a configurable per-session budget is reached.

Composer stats strip for the DSH Web UI: official CNY pricing with auto-synced peak/off-peak tiers, per-model accounting, live timers, subagent-tree merging, DeepSeek account balance, budget alerts, and streaming cost estimation.

Memory Standard Protocol (mm) for DeepSeek Harness: layered MEMORY.md with hard budgets, frozen snapshots, mm:// URI interop, session-log digestion, mem_* tools and a standalone CLI.

dsh向けの会話型簿記バンドル:厳密な金額検証と自然言語の日付指定により、チャットで支出・収入を記録し、照会、レポート、CSV/HTMLエクスポート、ローカルのSQLite元帳に対する月次予算の追跡が可能です。

DeepSeek Harness 向けの個人簿記：支出・収入の記録（単件／一括）、一覧、推移付きの月次／年次統計、進捗と超過アラート付き予算、論理削除からの復元、CSV と自己完結型 HTML レポート。依存ゼロ、ローカル JSON。

対応するファイル変更に対するターン単位の設定可能な予算：ツール実行前に、対象ファイル数・変更呼び出し数・UTF-8 ペイロードのバイト数を制限します。

DashScope の OpenAI 互換 API（qwen3.7-flash）経由のモデル向け image_describe（識図）ツール。テキスト専用セッションでは貼り付けた画像が送信時にファイルパスへ自動変換され、トランスクリプトに再描画されるため画像受理でつまずかない。DASHSCOPE_API_KEY は BYOK、エンドポイント/モデル/予算は設定可能、リダイレクト耐性 HTTP クライアント、全 agent preset で動作。

セッション開始時に注入される長期メモリ：グローバルおよびプロジェクト単位のスコープで嗜好／事実／要約／知識を保持し、`agent/pre-step` による予算付き想起、永続的な JSON ストア。

トークン使用量とコストの追跡。日次/セッションの予算アラートと usage_report ツールを備えます。

エージェントツリー単位のトークン予算管理。

Track token spend and enforce budgets for every model call your dsh agent makes.

Edit global and project instruction files in DeepSeek Harness settings, with project-chain discovery, byte-budget display, and save-conflict handling.

Hard stop for runaway turns: blocks repeated identical tool calls and ends the turn when per-turn step or time budgets are exceeded.

Read-only enhancer for a file-based long-term memory library (markdown cards in git): a memory_find search tool, a small budgeted memory digest injected into the system prompt, and a settings page with library overview, health-check status and toggles.

Three-mode visible-session advisor plugin for DeepSeek Harness with configurable tool permissions, local-subagent coverage, and task-tree budgets.

Adds per-route context window and compaction threshold fields to the Models settings page and a vendor-aware thinking-effort picker to the composer, writing llm-pi-ai capacities, reasoningEfforts, and a compaction-basic patch row.

DeepSeek Harness plugin: expensive models plan and review, cheap models implement, a program loop keeps the factory inside budget.

CWL — Context Window Lifecycle for DeepSeek Harness: structured context eviction (arXiv:2606.11213). Graduated, deterministic, zero-LLM eviction of exploration/action episodes when context pressure exceeds budget — no summarization lossiness, no hallucina

Injection scheduler for DeepSeek Harness injection planes: cross-plugin sections register/order/account on the official storageDomain, with conflict detection and per-session budget summaries (B10 panel data source).

dsh-plugin: quality-first topic memory for dsh — a topic keeps the starting question, conclusion, impact and dependencies, not the process; local-first git-traced OKF bundle, budgeted LLM-free injection

Cross-session knowledge for DeepSeek Harness: ctx.knowledge service + knowledge_* tools, SQLite FTS5 trigram retrieval (CJK substring) with L1 query expansion. V1.11 contract (write/update/search/list/delete + budget + events + error codes).

A /remember command that writes facts into the AGENTS.md instruction hierarchy dsh already loads, plus a Memory tab showing which instructions the loader kept within its byte budget.