Agent、自动化与工作流

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

AgentTeams plugin for DeepSeek Harness

A portable memory protocol for AI agents — load it as standing rules; a curation discipline + reference spec + optional cap hook.

A DeepSeek Harness plugin for Context dashboard and command — showing what the model's context window is made of and how it evolves.

deepseek harness对话和代码状态回退插件 | DSH — rewind conversation and workspace state, powered by a persistent Change Ledger

面向结构化 Harness 循环工程的技能驱动工作流智能体 Plugin。

DSH 自动化插件：让 Coding 任务按计划在全新 Agent Session 中运行，并由用户或 Agent 创建和管理定时任务。 / Run coding tasks in fresh Agent sessions and manage schedules from DSH Web or an Agent.

OpenBiliClaw 是本地运行的跨平台个性化内容推荐 Agent，持续理解你的兴趣并主动找内容。本仓库是它的 DeepSeek Harness 插件：DSH 界面常驻第四栏（推荐/内容库/对话/画像/设置），注册 22 个 Agent Bridge 工具，让 Agent 也能读推荐、答探测、闭环学习。

面向 DeepSeek Harness 的跨会话记忆插件：SQLite + 可人工编辑的 Markdown 双写，autoDream 后台巩固，6 个记忆工具，完全离线语义检索（本地向量 / 精排 / 聚类），198 个测试。

AGI 的长期记忆基础设施。让 AI Agent 拥有不可遗忘的自我。跨会话记忆 · 持续学习 · 可审计信任（智能论 v3.2）

OpenMAIC for DeepSeek Harness: classrooms, slides, interactive widgets, and Socratic teaching

A caring memory companion for DSH — three-layer auto memory, proactive calendar reminders, warm AI greetings, per-turn auto-consolidation, and inheritance of memories from other AI tools.

Condition-driven wakeup for DeepSeek Harness: durable file/command/http/process/webhook watches that wake the agent, with dock, sidebar branch, and a global dashboard.

可配置子代理 profile 系统，单一 subagent 工具 + profile 参数，含 Web UI 设置/实时进度/子代理树 | Configurable subagent profile system: single subagent tool + profile param, with Web UI settings/real-time progress/subagent tree

Adds a `shell` tool that unifies PowerShell / Git Bash / WSL command execution on Windows via ctx.subprocess; coexists with sandboxed default pwsh (process-tree kill, SIGTERM->grace->SIGKILL, output spill files).

Persistent multi-model agent squads for DeepSeek Harness — reusable teams, per-agent model/tool policies, and ordinary-chat collaboration.

Agent-agnostic workflow skill for maintaining Obsidian knowledge bases

自进化插件：agent 在 session 内随对话给自己长出/剪掉能力 —— evolve_add 热挂载持久化 cordis 插件（下一 step 工具即可见），evolve_remove 可逆卸载，重启自动恢复

Self-evolving team memory

Native local Taskboard plugin for DeepSeek Harness. SQLite-backed projects, Agent claim/review, and a native Web UI — no iframe, no second chat runtime.

Open task handoff protocol for DeepSeek Harness, WorkBuddy, Claude Code and Codex — verified state, not chat logs

Evidence-first deep research workspace — durable project/plan/evidence/report state with model tools and a Web view.

DSH Track Bridge 插件：嵌入式任务管理引擎——决策点协议、念头捕获墙、Linear 形 issue 存储（bundle），AI 与人之间的任务轨道

Two-phase DeepSeek Harness preset: Minimal-aligned bootstrap (bash+read), then full Standard tools after the first tool call or reply

Model-based permission approval (approve-for-me) for DeepSeek Harness: an approval/request answerer backed by a separate reviewer model

Native WeShop Cordis plugin for DeepSeek Harness. Allow you to use infinite canvas with infinite creative skills.

Lightweight requirement alignment for DeepSeek Harness — align important decisions before execution without a full spec workflow.

自进化科研工作流

DeepSeek Harness (dsh) 的 GitHub 连接器：一键授权，对话内创建/AI 审查/合并 PR | GitHub connector for dsh: one-click connect, create/review/merge PRs from the conversation

DeepSeek Harness long-term memory & self-evolving plugin: L0 capture -> L1 memory extraction -> L2 scene grouping -> L3 user persona, auto recall injection + skill synthesis, fully local.