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DSH (DeepSeek Harness) plugin packaging of the Project Blueprint skill — one-command AI coding conventions (AGENTS.md, docs skeleton, CI/CD, git rules, testing policy) with an autonomous discovery engine (7 languages, 15 frameworks, 70+ components, web fallback).
Reduce large agent tool output by what it means, not by where it was cut.
DSH plugin (scoped package @smanx/dsh-proxy, matching the repository): LAN reverse proxy with native Basic Auth and a settings page. Source lives in this repo's dsh-proxy/ subdirectory; this root package makes the plugin installable from the repository itself (git/github: specs install the root).
流镜（DSH 原生静态插件）
DeepSeek Harness 长期记忆与自进化插件：L0 对话捕获 → L1 记忆提取 → L2 场景归纳 → L3 用户画像，自动召回注入 + 技能合成，纯本地。
Expose DeepSeek Harness agent capabilities as an MCP server, so an external MCP client (e.g. Hermes) can drive Harness to execute coding tasks. Hermes = brain, Harness = arms.
TaskPack: an open, offline task-handoff container. Task Passport is the durable state; TaskPack is the box it travels in.
Let agents search, read, and cite your local Zotero library: find papers, browse notes and annotations, pull evidence by question, open the source document, generate citations.
MiniMax multimodal bridge for DeepSeek Harness (DSH). One mmx_bridge tool covers describe/image/video/speech/music/cover/search/quota; optional web_search/read_image takeover; built-in client enhancement renders inline players/previews plus a settings-page management card in the Web GUI.
Unified DeepSeek Harness plugin: role-based subagent routing + per-agent evolution — prefercmd/memory as knowledge allow/deny lists, so repeated tasks start from proven commands and save tokens
OpenViking retrieval, resource management, auto-recall and session memory for DeepSeek Harness.
Local PDF, Office, image, and OCR document intelligence for DeepSeek Harness.
DeepSeek Harness bundle for the aiworkskills WeChat article workflow
Standalone DeepSeek Harness plugin: continual harness self-evolution. The agent persists and refines reusable prompt notes, memories, skill contracts, and subagent specs through small evidence-backed edits, with automatic refinement gates, rollback, and prompt injection.
Codex conversation backend for DeepSeek Harness, powered by the Codex App Server with approvals and DSH tool support.
DSH Mini TUI: a minimalist terminal interface plugin for DeepSeek Harness
Codex-style drag-drop for DSH web GUI: drag any file, it lands in ~/.dsh-dropbox, and the path lands in the composer as a whole blue chip (the mandatory .b64 suffix is display-hidden; the real path serializes on submit). Hot-pluggable: install with `dsh plugin --profile web add ./plugins/file-upload`, no dsh source changes.
Self-evolving memory + skill lifecycle for DeepSeek Harness. Cross-session memory with zero-token deterministic recall (bigram-Jaccard fused with FTS5 BM25 via RRF), a tiered approval gate, and reinforcement that strengthens what you repeat. Procedural knowledge crystallizes into SKILL.md files that refine in place and are curated through an active-stale-archived lifecycle (reversible archive, pre-op backups, rollback, never deletes). Includes background per-turn review, anti-bloat convergence for both skills and memory, an auto-grown user profile, and a web settings page.
Runtime requirement drift guard for DeepSeek Harness — keeps long-running agents aligned with user intent while they work.
Local-first persistent memory infrastructure for DeepSeek Harness: bounded hot-memory bootstrap, explainable cold recall (exact + Chinese BM25), lease-lock transactional writes, read-only governance, and trajectory review. DSH plugin host; Python stdlib + Markdown core. Zero database / vector service / external service dependencies.
DSH Studio: a local Desktop and Web workbench over DeepSeek Harness
DSH 个人工作台：日历 + 层级任务 + AI 澄清/拆解/执行/复盘 + AI 智能排序/日报周报 + 桌面提醒
DSH US stock market data plugin, powered by yahoo-finance2
Bring any file into the conversation — stashed to the workspace and referenced by path; zero type rejection