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Multi-root workspace plugin for the dsh web GUI: attach several independent folders to one project workspace, manage them in a sidebar panel, and let agents read, list, write, and glob across every registered root through gated host-side tools. Hot-plugga

Completion sound + on-demand music playback for DSH agents (Host afplay/aplay/ffplay/mpg123, Web settings tab)

Git source-control sidebar for the DeepSeek Harness web UI: repo init, staging, commit/push/pull, branch & remote management, AI-generated Conventional Commits messages, and a commit-history graph.

Composable working, reasoning, quality, and human-reviewed self-evolution controls for DeepSeek Harness Web.

Composable working, reasoning, and quality controls for DeepSeek Harness Web.

Project stack detection and capability recommendations for DeepSeek Harness.

Configurable, unobtrusive Agent lifecycle sound cues for DeepSeek Harness (dsh), synthesized with Web Audio.

A structured work-state protocol for DeepSeek Harness agent handoffs

Native DeepSeek Harness (dsh) plugin: hybrid local and XMemo cloud memory for Cordis-based agents.

Native StrataGate layered long-term memory for DeepSeek Harness

Map dsh workspaces onto Discord — watch every session live, drive and steer agents, and reach the harness's own commands from anywhere, with no inbound port.

Evidence-backed, human-approved project memory for DeepSeek Harness

Automatic cross-session GoodMemory recall and writeback for DeepSeek Harness

A desktop-style project and AI workbench for DeepSeek Harness

Pokemon-style catch-em-all: your real work is the tall grass — turns, tool calls and errors spawn wild encounters; throw balls, fill a 28-slot dex, walk a team of six. Zero tokens, invisible to the model.

Rules execution engine for dsh: parses AGENTS.md, hard-blocks rule-violating tool calls, text-based B/D rule auditing, /guard command, version-guard for versioned files, and free-zone support (engine skips free-zone sections).

Exposes bounded Prometheus metrics for DSH sessions, agents, LLM calls, tools, approvals, subagents, and jobs, with a Grafana dashboard and a loopback-only endpoint by default.

Keeps what the agent builds at runtime: turns a `cordis_define` dynamic package into a real installed plugin that survives restart, writing the bundle and registering the profile layer with no pnpm, no network, and no build authorization.

Model-driven /init command: the agent analyzes the current repo and generates/updates a high-signal AGENTS.md, with a persistent system-prompt reminder to keep it maintained.

Metadata-first runtime profiler for DSH agents: turn/step traces, model and tool wall-time timelines, provider usage, retries, errors, and live or historical sessions.

Environment housekeeper for the agent: toolchain inventory (node/pnpm/git/gh/ffmpeg/browsers), scratch/cache scan with whitelist-guarded one-click cleanup, and the machine rules file (AGENTS.md) editor - all in the Web GUI settings.

Wraps Python virtual environment management commands: reduces the network and permission problems agents hit when managing environments through terminal commands, works across operating systems, and routes installs automatically through mirrors and local proxies. The tools are strictly confined by the granted read/write permissions.

Minimal prompt x full PTC tools: one-line persona, Code Mode SDK, subagents, workflows, web search, and Windows Git Bash.

A structured multi-panelist review workflow for the DeepSeek Harness: N panelists score in isolated subagents, blind to each other; a chair reconciles disagreement by anchor match then Δ-level adjudication; an independent critic audits the process. Works for design, code, paper or project review.