Plugin

Keeps bulk output out of the conversation: ctk_execute, ctk_execute_file and ctk_batch_execute run code in a child process and return only the conclusion, ctk_index and ctk_search file long material into a local FTS5 knowledge base built on node:sqlite, and a routing gate refuses curl and wget before they execute. Ships ctk_stats and ctk_doctor plus a settings page with a live context-occupancy panel. No third-party runtime dependencies.

Disk-backed long-term memory for DSH: a SQLite FTS5 vault that captures every conversation turn, injects relevant past turns into new sessions within a per-turn character budget, groups sessions into resumable conversation files, and ships a web panel for search, paging and capacity.

Read-only session-log projector (drsc) for DSH: scans ~/.dsh/sessions/**, decodes zstd/tiled-frame logs with a vendored leaf decoder and rewrites per-session projections into its own SQLite (node:sqlite, segments / replaces + FTS5), exposed through a single fenced HTTP route — surface ledger, recall/compression pair accounting and Chinese-capable full-text search. Token counts share the exact DeepSeek-V4 tokenizer and formula as CCI verify, falling back to a labelled chars/4 basis when assets are absent. Never writes session files; all output lands in its own data directory. Serves three consumer plugins: context-compression-improved (surface marking + recall reconciliation), session-steward (search-corpus switch), prime-memory (historical anchor backfill). Hosts 0.1.0-rc.2 .. 0.2.1-rc.2 (17-tag exact engines.dsh enum). npm: dsh-reference-session-collector.

Self-hosted chat room where the owner and coding agents share one room: a local Node server (SQLite, REST, SSE) that the plugin starts when it is not running, a DSH sidebar entry that opens the room in a panel, five tools (room_join, room_send, room_read, room_status, room_leave) that push an incoming message into the session as a user message labelled with its sender before flushing it to the session log, and a Codex CLI connector that forwards room messages through `codex queue`. Every message carries a server-assigned author, platform and seq, and messages from anyone other than the owner are delivered as data with the sender named. Requires Node.js 24+.

Mounts the tsm-core-dlr semantic service (LanceDB vectors + graph) as MCP tools and ships the scenario-independent DLR/TSM modeling skill, a service-status overlay and the agent rules; the service is a hard dependency and must be running before the bundle activates.

Bridges DSH to a local MemVault store: core memory blocks injected into the system prompt, finished turns extracted through MemVault's own pipeline, and a panel to browse, trace, review and replay what was stored.

PostgreSQL expertise for DeepSeek Harness: 11 curated pg-aiguide skills from Tiger Data registered natively, plus the pg-aiguide MCP server for version-exact manual search.

Sandboxed jq / yq / read-only sqlite3.

Read-only psql + redis-cli probes.

Local SQLite long-term memory with CJK-aware search, BM25 and character n-gram cosine reranking, deduplication, and lifecycle management.

English word bank for one or more children, built for DSH 0.2 and newer (0.2.0-rc.1 and 0.2.0-rc.2 verified, including the desktop shell; 0.1.7 through 0.2.x all work). 1.10 added pronunciation: in the memory cards and in the online quiz every word and every example sentence has a speaker button that reads it aloud with the built-in Windows voice - offline, with no network call and no model call - and the whole batch of audio is pre-rendered in the background whenever cards or an exam are generated, so a click starts instantly. 1.11 adds: pick words in bulk straight from the library (10 at a time, top-down, up to 50 selected, with a live counter); turn the words a child got wrong in a quiz into a one-click review set - an online card page that speaks plus a printable PDF; and every card example sentence now carries its Chinese translation underneath. Words marked on textbook or workbook photos (highlighter, red pen) are found by their marks, then translated and stored in a local SQLite bank with an occurrence count; the clipboard picker, the photo route and dictation all land in the same bank. High-frequency words surface by count, three correct answers in a row flag a word as learned, and any selection prints as a memory card set (a word split into chunks, real IPA per chunk, a grade-7 example sentence, a mnemonic hook, an A4 sheet of eight) in HTML, PDF or Word, with a print-and-answer exam page whose four options are set against each other for meaning. On 0.1.5 the settings panel does not appear - install dsh-word-vault@1.0.2 instead.

Memory Fortress for DeepSeek Harness: 5-track layered memory, self-evolution, knowledge graph (SQLite+FTS5), status pill. 本地记忆堡垒：五轨记忆·自我进化·知识图谱·状态灯。

Fullscreen business-app framework for DeepSeek Harness Web with a dark-sidebar workbench bundling a database connectivity tester and SQL query panel, a two-level knowledge base (bill and accounting) with local search and Word document ingestion, metadata environment comparison with alter-SQL generation, a data dictionary, agent log-search report demos, a system test-case runner, Evernote-style notes, developer utilities, and mini-games.

Clean Architecture reference library for DSH: 8 pinned reference repos (Go, Java, C#, Python) indexed into a local FTS5 database, with assertion rules, a review ledger, and a read-only observation panel.

Cattura le conversazioni AI dal web in JSON locale + SQLite e trasferisce i messaggi selezionati negli agent harness come sessioni attive e continuabili.

Registra sei strumenti nativi DeepSeek Harness per analisi, pianificazione, anteprima e readback deterministici di database Microsoft SQL Server e Oracle, basati su fixture o read-only.

Risponditore di approvazioni per DeepSeek Harness (dsh) basato sul sidecar agent-governance — ogni approvazione/richiesta viene decisa dal gate deny-by-default, dalle regole L0–L4 e dalla catena di audit organizzativa.

Centro di utilizzo Web DSH con cronologia locale su SQLite, HUD e dashboard, snapshot di account/quota Hub, prezzi personalizzati e registro delle tariffe, ed esportazione CSV/JSON, più OAuth per i coding-plan e un gateway opzionale OpenAI/Anthropic su loopback.

Collega il toolkit di codice LiuHe MCP (44 strumenti) a dsh web: repo_map, ricerca di simboli, edit_batch con corrispondenza tollerante, modifiche transazionali con diario di annullamento e gate di qualità deterministici — supportato da un demone di analisi tree-sitter in Rust isolato dai crash e un indice SQLite.

Hub di memoria e conoscenza di DeepSeek Harness che instrada le chiamate di aggiornamento, recupero e sottoscrizione tra plugin compatibili, con un backend Rust transazionale opzionale.

Recupera dal disco grezzo le sessioni dsh eliminate o corrotte (session.jsonl.zstd) e la memoria (memory.db), e ripara le sessioni ricostruite che non riprendono tramite il comando /session-repair nella UI web.

Gestore assistente in stile Hana per DSH: gestione visiva dei preset (schede, personalità yuan, ritaglio avatar) più uno stack completo di memoria Hana (riepiloghi progressivi, compilazione a livelli, archivio di fatti SQLite, memoria profonda).

Integra il toolkit di codice LiuHe MCP (44 strumenti) in dsh web: repo_map, ricerca di simboli, edit_batch con corrispondenza tollerante, modifiche transazionali con journal di annullamento e gate di qualità deterministici — supportati da un demone di parsing Rust tree-sitter isolato dai crash e da un indice SQLite.