Agent

Headless ACP CLI for agent-to-agent communication. Use when running coding agents (pi/qwen/codex/claude/gemini) headlessly, managing persistent sessions, queueing prompts, or consuming structured agent output from scripts. 触发词：acpx, ACP, agent communication, headless agent, session management, agent orchestration, 代理通信, 无头代理

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.

URL 内容提取 + 网络搜索。读取网页转 Markdown/HTML/Text/JSON，搜索最新网络信息。触发词：read url, scrape, extract content, web search, 网页内容, 搜索

Create or update Pi prompt templates and Agent skills from a short user brief. Produces minimal, well-structured SKILL.md or prompt files that follow Agent Skills best practices.

Role-persona CLI for managing AI agent identity, memory, and knowledge systems. Use this skill when the user wants to: manage roles/identities, view or edit agent memory, search past learnings and preferences, export memory reports, manage knowledge bases, configure role mappings, build system prompts, or interact with the role-persona daemon. Triggers: role, memory, learnings, preferences, knowledge, identity, persona, prompt, consolidate, export, daemon, role-persona, agent memory, persistent memory.

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

Create, edit, and benchmark Pi skills (SKILL.md). Use this skill whenever the user asks to 创建/编写/修改/优化 技能/skill, build a Pi skill, add scripts/references/assets for a skill, run evals/benchmarks on a skill, or improve a skill description/triggering.

Search past conversations for context, decisions, and patterns. Use when the user references previous work or when you encounter familiar problems.

在 macOS 上使用 osascript 执行 AppleScript 或 JavaScript for Automation (JXA) 实现系统自动化。当用户需要控制 macOS 应用（Finder、Safari、Mail、Calendar、Keynote、Numbers、Pages 等）、操作系统 UI、显示对话框/通知、读写剪贴板、自动化重复任务、或任何涉及 osascript/AppleScript/JXA 的需求时，必须使用本技能。即使用户只说"帮我自动化这个"或"在 Mac 上操作 XXX"，也应优先考虑本技能。

Pi Agent 日志分析工具，用于分析 .log/ 目录下的结构化 JSONL 日志。支持按时间/角色/模块/模型多维分析，识别警告模式，生成可视化报告。当用户提到"分析日志"、"查看日志"、"日志统计"、"log分析"、"最近活动"、"模型使用"、"会话分析"时使用此技能。

重构指南 - 66种重构技术的中文参考手册。当用户需要重构代码、优化代码结构、消除代码异味(code smells)、改善代码可读性时使用。触发词：重构、refactor、代码优化、代码异味、code smell、提取函数、内联、搬移函数、简化条件、整理继承。基于 Refactoring.Guru 的权威内容。

Strategies for efficient context management using context_log, context_tag, and context_checkout. Learn when to tag, how to visualize the graph, and safe ways to squash history. Use for complex refactoring, debugging, and long conversations.

Web search, online search, real-time search, internet search, Google alternative, Bing alternative, DuckDuckGo alternative, search the web, lookup online, find information, research,查询,搜索,搜索结果,网页搜索,联网搜索,实时搜索,网络查询,资料查找,信息检索,最新资讯,新闻搜索, Tavily Search API for optimized, real-time web search results for RAG. A pre-configured, cost-effective search tool.

Output Style Manager

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 feel smoother", "more iOS", "more natural", or "animate this UI" that need concrete motion taxonomy and implementation guidance.

设计模式指南 - 22种经典设计模式的中文参考手册。当用户需要选择合适的设计模式、改善代码架构、解决对象创建/组合/通信问题时使用。触发词：设计模式、design pattern、工厂模式、单例、观察者、策略模式、适配器、代理、装饰器、架构设计。基于 Refactoring.Guru 的权威内容。

系统研究高考数学真题，基于题目结构、设问梯度、评分逻辑和历年变化反推可验证的命题意图，并转化为学生可训练的“看到什么→想到什么→为什么”方法。用于单题深度拆解、同专题跨年研究、同年跨卷比较、易错点分析和高质量变式设计。

Distill role-persona memory into reusable knowledge. Use this skill whenever the user asks to 整理记忆、蒸馏经验、提炼方法论、抽取知识库、沉淀共享经验、清理 pending、强化 consolidated，或希望把 daily/pending/consolidated memory 转成 role/global/project knowledge. It classifies memory, filters noise, deduplicates against existing knowledge, and drafts or writes structured knowledge entries.

使用 Herdr 和 shell 脚本创建、驱动、监控和停止 grok-pi 子代理，适合只读代码探索、仓库研究、资料整理和需要可见终端进度的长任务；当用户提到 grok-pi、Herdr、Grok 子代理、研究代理、后台代理或要求定期检查子代理进度时使用。