Plugins

Estimates what is filling the context window — per instruction file, per skill and per tool result — with a bloat verdict and actionable suggestions.

Slims oversized MCP tool JSON Schemas per agent without changing dispatch, and reports token usage, cache hits and context composition on a settings page.

Link local project directories from a project context menu, with scoped search, source reading and explicit per-session snapshot synchronization. Supports DSH 0.2.1-alpha.4 and 0.2.1-rc.2 only.

Adds a session-scoped context window selector next to the reasoning-effort row in the DeepSeek Harness model popup: a pill showing the effective window opens a dropdown of presets below the model default, the choice applies to the next request of that session only, and a new session falls back to the profile default. It writes no config file and appends nothing to the session log.

Links DeepSeek Harness to VS Code: approvals answered in native notifications, ask_user_question answered in a sidebar card, an ide_context tool fed by the active file, diagnostics and selection, selection to composer, and a sidebar with the live transcript, workspace-scoped session picker, model and permission controls.

Adds a Windows Explorer folder context-menu entry that registers the folder as a DSH project, with a switch for the menu entry in Settings → General. Windows only, and nothing extra has to be installed.

Select response text or code to ask contextual follow-ups with streaming replies in a native sidebar.

Composer enhancements: caches unsent drafts per workspace for new sessions and per Session id for existing ones, restoring them after switching away and dropping them once sent or cleared; adds an @plugin completion group that mentions an installed plugin so the agent receives that plugin's metadata as runtime context for the turn.

Deterministic prompt-injection interception: tool results from file reads, repo searches and web fetches are scanned before they enter model context; high-severity findings quarantine-wrap or block, and credential-material files quarantine on the path alone.

Context firewall for DeepSeek Harness: credentials in successful plain-text tool results become opaque ⟦cloak:category:n⟧ placeholders before they reach the model, with originals kept only in a process-memory, agent-scoped vault. 36 built-in signature families (shared with the cloakpack git pre-push guard), key-name rules for unknown formats, custom regex rules, dry-run mode, an audit log, and the /cloak command.

Installs a self-evolving development-constraints rule library, exposes it to the agent through a constraints tool and a once-per-session reminder, and audits AI token cost and context usage.

Persistent WeChat bridge for DSH: one WeChat user maps to one persistent agent session via the official iLink channel, with context and the user-to-session registry surviving restarts. There is no sender allowlist — anyone who can message the paired WeChat account can start a conversation with a session that has tool access, and the working directory defaults to the home directory; use a dedicated account and set WECHAT_PERSISTENT_CWD.

Host-side long-task detection for small-context local models: long outputs are scaffolded into a parts skeleton (one part per reply, then assemble), and multi-step work into a PLAN.md ledger with notes/ (plan first, one step per reply). Detection is heuristic and host-side, so it does not depend on the model judging its own limits.

Verified-progress ledger: three tools record a claimed step as progress only after an independent subagent with a fresh context confirms it against the workspace. The declared scope is fingerprinted before and after each verification, so a verifier that changed anything has its verdict voided and the round cannot become progress.

Keyless web powers for any MCP client: web_search, JS-rendered web_extract over dual CDP Chrome with proxy failover, and 7 real-browser page_* tools in an isolated context.

Panel for MCP servers registered by @deepseek-ai/dsh-mcp-client: toggle each server on or off with live effect, see the registered tool count and estimated context-token cost of each server, and persist the choice to the home cordis.patch.yml with a timestamped backup before every write. The panel itself can sit either as a page inside Settings or as an icon row in the left sidebar, one seat at a time, with the switcher on the plugin page in Settings. Maintained fork of dsh-mcp-toggle.

Cross-session long-term memory: a hybrid-retrieval memory store (BM25 plus CJK bigrams), chunked long-document search, chat-log extraction and distillation, and context-summary archiving and browsing, with important memories and the latest summaries auto-injected into the prompt.

Cross-session memory for DeepSeek Harness: list earlier sessions and load one on demand, so a new session can see what was already done without polluting the current context.

Replaces rolling narrative summaries with an append-only session index, so early facts survive compaction verbatim and shadowed text stays retrievable by anchor.

Generates a structured handoff card so a near-full conversation continues in a fresh zero-context session: /handoff writes the card with self-incrementing titles, pins it to the top of the sidebar and prepares the new session once the context nears its threshold.

Compacts a long session after a configurable idle time when its context exceeds a configurable token threshold, before the provider KV cache expires; both values are set on the plugin's page in the Plugins manager.

Recognizes a model ID in the DeepSeek Harness model catalog and fills that row's context window, input modalities and reasoning levels as editable suggestions, from a bundled offline rule table covering 33 vendors.

Select a passage in a DSH conversation and read a plain-language explanation in a floating panel, which carries the surrounding message as the context. Three explanation depths (plain / general / pro) that re-explain on the spot when switched; optional web search and local file lookup (the model decides by default, and a button can force one lookup that reports only what is new); follow-up questions; and a button that hands the whole exchange to a new session in standby mode - the background is queued without waking the model or spending tokens. Settings live on the host in settings.json, and nothing is written until you press save. The repository also ships an OpenAI-compatible endpoint and a browser extension (source).

Small DeepSeek Harness affordances for everyday actions — locate the current session from the sidebar header (Cmd/Ctrl+Shift+D), copy a session ID from the session row menu (Cmd/Ctrl+Shift+C), open links in the system default program including localhost, open or copy inline code from a context menu, open changed-file cards with a local IDE or reveal them in the file manager, swap Enter with Cmd/Ctrl+Enter, recall sent messages with Up/Down, and show the current workspace name inside the header open button; every one of them has its own switch in a Flow settings page.