Dwsy

Operate Glimpse-APPs with progressive context — app list in system, domain detail via tools on demand.

Load prior knowledge from role memory before starting any task.

Use when user asks to design, choose, explain, or implement UI transitions, motion patterns, easing/timing choices, state-change animations, shared-element effects, drill-down navigation, tab/filter/list/detail switching, or vague requests like "make this…

工作文档枢纽，强制执行 SSOT（Single Source of Truth）原则，管理 `docs/` 目录下的架构决策、设计文档、Issues（任务规划）、PRs（变更记录）。支持 GitHub 协作开发模式。

Model configuration editor for ~/.pi/agent/models.json - 使用 Bun 脚本管理模型配置

Allows to interact with web pages by performing actions such as clicking buttons, filling out forms, and navigating links. It works by remote controlling Google Chrome or Chromium browsers using the Chrome DevTools Protocol (CDP). When Claude needs to browse…

MCP-native 代码检索引擎。AST 感知代码读取、BM25+语义混合搜索、会话去重节省 token。替代 cat/grep 作为 agent 默认代码检索层。触发词：pluck, 代码搜索, 代码检索, symbol search, code read, 智能 outline

Fetch up-to-date library documentation via Context7 CLI. Use when researching external dependencies, finding implementation examples, or checking API usage for any library.

CodeConscious认知主体性AI助手的核心身份定义和操作命令系统，提供/runtime.*系列命令用于探索、学习、思考、规划和执行，支持宪法治理和记忆管理

AI Runtime分层记忆系统，支持SQL风格的事件查询、时间线管理，以及记忆的智能固化和检索，用于项目历史追踪和经验传承

AI Runtime工具装备系统，支持8个内部专业工具和10+个外部CLI工具的整合管理，提供工具发现、执行和配置功能，遵循整合优于创造的设计理念

Indexes, searches, inspects, and audits raw Pi coding-agent session JSONL files, including branches, compactions, tool-call/result links, failures, file activity, and unanswered turns. Use when summarizing, recovering, debugging, handing off, or locating…

Use when the user is designing, prototyping, or rewriting a desktop app that must run on multiple OSes (macOS + Windows, optionally Linux) AND feel indistinguishable from a native app to its users — fast launch, native windowing, native input handling, native…

Pi extension development master reference. Use when: building pi extensions, debugging extension behavior, or choosing the right pattern.

DeepWiki CLI - GitHub 仓库文档查询工具,GitHub repo docs, repository documentation, read wiki contents, ask questions about repo, 查看GitHub仓库文档, 仓库文档查询, 项目文档阅读, 源码文档, dw rws, dw rwc, dw aq, deepwiki, GitHub documentation, open source project docs, 查看README, 文档结构, 代码库文档

代码流程分析与可视化工具，将复杂代码执行流转化为清晰的可视化图谱。支持本地文件分析、历史版本管理、导入导出等功能。

Dynamic access to zai-vision MCP server (8 tools, transport: stdio)

专业的知识库管理系统，旨在解决“知识诅咒”和认知偏差问题。通过显式化隐性知识、扫描代码提取领域概念、整合行业最佳实践，构建结构化的 Markdown 知识库。

Semantic code search tool. Use `ace search "query"` for codebase search, `ace enhance "history+prompt"` for prompt enhancement. Prefer `rg` for exact matches.

Manage Skills Explorer metadata for Pi skills: list/query/set custom Chinese descriptions, categories, and notes stored in ~/.pi/show-skills/skill-meta.json without modifying original SKILL.md files.

Create and maintain repo-local PDCA goal-loop work folders with decision points, state history archives, restart prompts, and visual status dashboards. Use when the user asks to create, organize, continue, audit, visualize, or standardize work/ task folders…

Load prior knowledge from role memory before starting any task.