Skills · DeepSeek Harness plugins — Page 11

Open-source DeepSeek Harness + Cline VS Code extension (agent, live diff, MCP)

Load Claude Code .claude/agents (identity-anchored subagents: frontmatter + system-prompt body) into DSH delegation via the persona channel.

Run unmodified Claude Code hooks in DSH with per-session discovery: project .claude/hooks + global ~/.claude/hooks + plugin dirs. All five handler types execute (command/http/mcp_tool/prompt/agent) through @deepseek-ai/dsh-hook-protocol (11/31 wired events, if-field filtering, official event×type support matrix). Breaks the official bridge's process-level single-config limit.

Shared parse layer for the dsh-cc ecosystem: parses Claude Code .claude/ (project + global) into a standalone .dsh intermediate representation (IR), classifying every component DIRECT/ADAPTED/UNSUPPORTED/BLOCKED and filtering unsupported ones out.

Load Claude Code MCP server configs (.mcp.json / plugin.json inline mcpServers) into DSH as runtime-registered tools: project-root .mcp.json → mcp__<server>__<tool>, plugin MCP → mcp__plugin_<name>_<server>__<tool> (official CC naming). Client bridge on the official @modelcontextprotocol/sdk — no config-row writes, zero-write path preserved.

Enforce Claude Code permission rules (.claude/settings.json allow/deny/ask, deny>ask>allow) in DSH via a tools/pre-execute gate; CC allow rules auto-answer the approval/request seam (incl. sandbox escalation). Reads CC settings as a read-only source; DSH-side approvals never write back to .claude.

Load Claude Code .claude/ skills, commands and rules (project + global ~/.claude) into DSH. Fork of dsh-claude-compat (MIT) by biedongbin.

AI deep-reading assistant: extract core claims, argument structure, and key evidence from books and articles. Five modes (quick, deep, knowledge map, Feynman, full book); knowledge-map reports include confidence levels, data facts, relation labels, Mermaid mindmaps, and recall questions. Reads WeChat article URLs, TXT/Markdown/HTML/PDF files, or pasted text (built-in pure-JS PDF extractor). Exports Markdown, FreeMind/XMind mindmaps, and HTML reports. DeepSeek Harness plugin.

知识库驱动的 Agent 预设

Read-only performance diagnostics for DeepSeek Harness: session load (open/restore) timing, spill-hit counts, compaction count and trigger, context-injection volume (AGENTS.md/skills/tool-schema token share), and LLM cache hit rate — surfaced via the /fast command and the fast_report tool, persisted as reconstructable fast/* session events with async sampling off the model path.

A HUD status panel for DSH web: git status, MCP servers, skills, model and token usage in a floating side panel

Inspect and manage the live instruction chain and project skills for the current dsh session, with in-place creation and editing — what you see is what the model gets

Run a read-only capability preflight before changing or building for DeepSeek Harness.

Free image reading (vision) and image generation skills for DeepSeek Harness — Zhipu GLM-4V-Flash (Google Gemini optional) for reading, SiliconFlow Kolors for generation.

DSH Web GUI skill picker: a button beside the composer opens a searchable list of installed skills; picking one inserts the official `/skill-name` gesture into the input box, so the skill loads with your message (WorkBuddy-style skill invocation for DeepSeek Harness).

GateCraft（门控工艺）：门控式数学建模 skill 套件 for DeepSeek Harness——五阶段流水线、约束分级（事实/不变量/观察）、国奖写作范式与 docgate 机械验收；agent 求解质检，人在阶段门思考决策。

Discovery + management wrappers around the gh CLI for AI coding agents. Ships as a standard agent skill, an Agent Plugins 1.0 plugin (plugin.json + skills/), and a dsh plugin (dsh.bundle.patch registers the skill at runtime).

The Rotifer Protocol plugin for OpenClaw — three Skills plus the Rotifer MCP server. Create your first Agent from a template (hello), route yourself to the right capability (assistant), and rank an Agent's Genes against live Arena data to swap in stronger ones (evolve). Ranking is the automatic part; every replacement waits for your approval and can be rolled back.

Web skill references and the dedicated skill tool row

Web skill references and the dedicated skill tool row

Skill-group management section in DSH Web Settings

Qwen-MM capabilities as a Fabric-aware DSH profile bundle with runtime-fetched Agent Skills and strict MCP tool servers

Dynamic skill-group manager and SkillProvider for DeepSeek Harness

Restart recovery for dsh web: after a crash/restart, an interrupted agent turn continues automatically (host-side agent/created listener — no browser timing races). Pairs with the dsh-web-guard skill (which auto-relaunches the web process); together they make restart self-healing.