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Xcode AI integration for DSH: 26 Xcode MCP tools (mcpbridge) + Apple platform skills + Xcode Intelligence-style persona (agent preset or global bundle).

Continual self-evolution: versioned, auditable, rollback-safe harness state (prompts, memory, skills, subagent specs) refined from session trajectories, with review gates and hot-reloaded skills.

Transparent rankings and recommendations for the DSH plugin ecosystem: daily auto-fetched topic data, an open scoring model, and rank/search/recommend tools with a settings-page leaderboard.

Vision bridge for text-only models: paste an image, get structured JSON evidence (OCR, layout, semantics).

A curated plugin starter pack: batch-installs and configures 15 vetted community plugins across four groups from a Settings-page UI or the /setup command.

Plugin center: discover, install, and manage DSH plugins from Settings.

Update manager for installed plugins: check for updates, back up, and roll back.

Find plugins without leaving the agent: search this curated registry by keyword or category, with ready-to-run install commands.

Indexes workspace symbols with Tree-sitter and provides lexical or optional embedding-assisted code search.

Per-call model, provider, persona, and toolFilter overrides for subagent delegation, with @preset: references and provider/model composite ids.

Extends dsh-subagent-tools with a per-call cwd for subagents, shipped with the two in-process provider patches it requires.

Voice notes in, spoken answers out: dictate audio that becomes user messages (transcribe), have the agent read replies aloud (speak), local-first under ~/.dsh/voice.

Typed, guarded container control: ps/logs/inspect/exec/start/stop and compose up/down with JSON output, project-aware targeting, and approval-gated destructive ops.

Talk to Excel in DeepSeek Harness: create, edit, repair, and verify spreadsheets by conversation, with automatic formula health checks after every edit.

Financial research workflow and portfolio risk tools with source discipline for current market facts.

US stock quotes, price history, financial statements, analyst consensus and news via yahoo-finance2.

Tavily-backed web search provider for the built-in web_search tool, with a settings card for the API key, result count, and recency window.

Thin on-demand context retrieval: context_query / context_slice / context_grep tools that read already-persisted history back with replay-safe citations.

Export DSH conversations as Smartisan Notes-style PNGs, or create and update Markdown notes in a configured account-scoped workspace.

Compile SVG paths and keyframe specs into self-contained Lottie JSON animation files.

Query 64 Chinese exams (高考/考研/四六级/CPA/法考…) with rule-aware date math (2nd-Saturday, 1st-Sunday) and countdowns.

Recurring-habit scheduling from pure date math: next occurrence, range schedules, and overdue advice.

ADHD behavioral coaching skill: task breakdown, overwhelm management, launch rituals, and failure recovery.

Multi-engine reverse image search aggregator: Google Lens, Baidu, Yandex, TinEye, SauceNAO, IQDB, Ascii2d.