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Competition math (IMO/Putnam/USAMO/AIME) solved with a pure-reasoning pass, an adversarial verifier in a fresh subagent context, and calibrated confidence output (high / medium / honest "no confident solution"); optional LaTeX-to-PDF rendering.

Zhipu GLM web search provider: registers as `glm` on the ctx.web seam and runs the native web_search server tool through GLM's Anthropic-compatible API (Coding Plan billing).

Lab/project progress management for DeepSeek Harness: 16 progress_* agent tools (item CRUD, day-board pages, daily records, global search, overview, gantt, comments, import/export) plus a 「进度」sidebar tab in better-sidebar hosting the original web UI; data lives in the session project's .progress/progress.json.

Auto-wakes the main agent after a DSH service restart: compares last-run timestamps, posts a recovery notice with humanized downtime, and delivers it so interrupted work picks itself back up. Runs on plain cordis ctx, packaged-DSH-Desktop ready.

Explicit model routing for Main, Subagents, web_search, and image generation, plus a catalog-driven Composer and Plan Review picker with Model, Effort, Context, Fast, and Thinking variants.

Localizes the DeepSeek Harness interface — tool call cards, plugin list, command menu and permission selector display Chinese text while keeping the English originals.

Improve the current chat draft before sending with a confirm-before-apply comparison.

Routes the harness through the OpenLLM gateway: a pure-config Cordis patch that adds an `openllm` provider to the in-box pi-ai adapter pointed at the local daemon (`127.0.0.1:8787/v1`, no API key held by dsh) and registers the `openllm mcp` stdio server (openllm, claude-context, supermemory tool groups).

Global Alt+M model command palette for DeepSeek Harness Web: fuzzy search over models and providers, favorites and recents, per-model reasoning effort, provider and model configuration, request retries, capacity presets, and optional OpenRouter image/video generation tools.

MUV variable table editor for DeepSeek Harness: a tree view of the variables being tracked, a macro test panel for random, pick and roll, a dice shortcut bar and pick-cache management. Companion plugin for dsh-muv-engine.

ExHentai.org-inspired UI for DeepSeek Harness. DS Hentai / DeepSeek Hentai. Charcoal background, light-gray text, gray borders. The session list reads like a gallery index; the composer reads like a search bar. Live Demo: https://dshentai-demo.arkady14.site/

Renders image, video, and audio paths and URLs from DSH conversations inline, with workspace-confined local reads and an optional ComfyUI proxy.

Browser-first, LAN-only access to the current DeepSeek Harness Web UI with one-time QR pairing, revocable devices, event-driven diagnostics, and a slot-preserving mobile layout; no companion app, cloud relay, or remote tunnel.

Data-provider MCP server for football: results, stats, odds, standings, form and head-to-head for 18 European leagues (1993-94 →) and 8 cup competitions, for any MCP client. Also a DeepSeek Harness (dsh) plugin.

Shows the installed DeepSeek Harness version in the sidebar, checks npm and GitHub Releases for updates, and provides manual or confirmed update commands.

A permanent DSH plugin that bundles a developer workbench, an in-session conversation tree, and a plugin manager: build and run an LVAL project, browse its code, and keep per-program version snapshots with rollback; edit, retry, or branch any message in place, with message micro-versions; a feature manager plus a global-plugin library whose entries each carry an enable tier; cross-dialogue memory, one-shot temporary chats, and model collaboration; five network-permission tiers, mixed-model routing, a security audit, and browser control through a companion extension.

Fail-closed network recovery, recommended answers, and safe unattended continuation for DeepSeek Harness.

Compare DeepSeek Harness, Codex, and Claude Code instruction surfaces for the same workspace.

DeepSeek Harness plugin: sound alerts for ten agent events — completion, subagent completion, background-job completion, approval, plugin approval, question, plan-review, goal-blocked, interruption, and background-job failure (browser Web Audio + system b

MUV engine for DeepSeek Harness: runs the regex_scripts from a character card against model output, tracks variables, renders a status bar, expands macros and LaTeX, and styles tagged code blocks such as letter, terminal, newspaper and phone. Needs dsh-muv-table installed as well, which is its companion plugin.

Turns code review into a hard gate: deterministic severity rules, LLM-assisted findings, a team approval quorum and a durable compliance audit trail that must pass before a merge proceeds.

Type /tabs to pick a browser tab (via chrome-devtools-mcp) and auto-fill its URL into the composer.

Quote earlier content of the current session into the composer: select text in any message for a Quote pill, or type @ to pick a whole message; the quote travels as a native reference chip and is serialized into the prompt as a blockquote. Client-only, no host routes, no custom session events.

Expand button for the DSH Web UI composer — appears at 3+ lines, stretches to near-fullscreen height, auto-collapses on send, and Enter inserts newlines in expanded mode.