concept-anatomist
概念解剖师 - 通过8个维度深度解构任意概念，最终压缩为一个顿悟。当用户要求解释、剖析或深度理解某个概念、术语或想法时使用。生成 org-mode 格式的概念解剖报告。
enhanced-markdown
Guide LLMs to output markdown that fully utilizes Markdown Viewer extension rendering capabilities including Mermaid, Vega-Lite, Infographic, DOT diagrams, and HTML styling for maximum human readability.
evolution
Self-improving skill system for Pi Agent development. Features self-evolution (accumulate knowledge), self-correction (fix errors automatically), self-validation (verify accuracy), usage feedback (track pattern health), and integration with workhub for documentation management.
improve-skill
Analyze coding agent session transcripts to improve existing skills or create new ones. Use when asked to improve a skill based on a session, or extract a new skill from session history.
jina-reader
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
mermaid-flow-image
将流程需求整理为可渲染的 Mermaid（简化版/详细版），并通过 Kroki 生成可发送的高分辨率 PNG 图片。适用于“把架构流程画出来并直接发图”的场景。
models-config
Model configuration editor for ~/.pi/agent/models.json - 使用 Bun 脚本管理模型配置
output-style-manager
读取和写入输出风格目录的工具技能。当用户需要：（1）读取输出风格文件，（2）写入/创建输出风格文件，（3）管理输出风格目录，（4）解析风格文件格式时使用。
project-planner
Comprehensive project planning and documentation generator for software projects. Creates structured requirements documents, system design documents, and task breakdown plans with implementation tracking. Use when starting a new project, defining specifications, creating technical designs, or breaking down complex systems into implementable tasks. Supports user story format, acceptance criteria, component design, API specifications, and hierarchical task decomposition with requirement traceability.
ralph-loop-gen
任务管理系统模板生成器 - 根据用户输入或JSON配置生成完整的任务管理结构（模板生成器，非直接执行器）
react-best-practices
Comprehensive React and Next.js performance optimization guide with 40+ rules for eliminating waterfalls, optimizing bundles, and improving rendering. Use when optimizing React apps, reviewing performance, or refactoring components.
remotion-best-practices
Best practices for Remotion - Video creation in React
skill-creator
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.
skill-management
技能全生命周期管理系统，使用 LLM 智能分析技能类型、评估质量、审计安全。支持 GitHub、skills.sh marketplace 和 Skills CLI (npx skills) 三数据源搜索。当用户需要：（1）发现和评估新技能，（2）审计现有技能安全性，（3）改造技能适配本地环境，（4）测试技能融合效果，（5）收集技能使用反馈时使用。
surge-manager
Surge 配置管理技能，支持规则添加、配置编辑、Tailscale 设备管理等操作
system-design
Use when designing, architecting, or planning a new system from requirements or ideas - transforms concepts into navigable design catalog using EventStorming methodology, Mermaid diagrams, and progressive elaboration through 5 phases (Requirements, Big Picture, Processes, Data/Flows, Integration)
test-skill
A test skill to verify slash command functionality
ui-transition-motion
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.
workhub
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。
acpx
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
context-management
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.
creatorskill
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.
design-patterns-guide
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。
episodic-memory
Search past conversations for context, decisions, and patterns. Use when the user references previous work or when you encounter familiar problems.
gaokao-question-research
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。
grok-pi-herdr-orchestration
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。
macos-osascript
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。
memory-knowledge-distiller
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.
pi-log-analyzer
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。
pluck
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
refactoring-guide
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。
role-persona
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azure-cloud
Azure cloud development and operations. Use for ANY Azure task including infrastructure provisioning, data access, compute deployment, monitoring, networking, and security. CRITICAL - For deployments, ALWAYS use azd (Azure Developer CLI), NEVER use az CLI for deployments unless the user explicitly requests it. azd is faster due to parallel provisioning.
faceless
Create, render and publish AI faceless videos with Faceless.so. Use when the user asks about creating faceless videos, AI video generation from a script, auto-posting to YouTube, TikTok, Instagram or X, automated video series, scheduling short-form content across platforms, or checking Faceless credits and post analytics.
git-hex-conflict-resolution
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git-hex-pr-workflow
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git-hex-branch-cleanup
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skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
add-fal-model
Add new fal.ai models to the Renku catalog. Fetches JSON schema, looks up pricing from fal.ai, matches/implements cost function, adds entry to fal-ai.yaml.
add-replicate-model
Add new Replicate models to the Renku catalog. Fetches JSON schema, looks up pricing from replicate.com, matches/implements cost function, adds entry to replicate.yaml.
prepare-r2-video
Convert a local video into a web-friendly video asset for Cloudflare R2. Inspects the source with ffprobe, encodes with ffmpeg while preserving aspect ratio, and asks for explicit confirmation before running npx wrangler upload.
refresh-schema-catalog
Refresh Fal and Replicate model schemas while preserving local override patches and resolving drift safely.
create-prompt-producer
Create the definition files for the Renku Prompt Producer, which leverages an LLM to generate high-quality, structured prompts or audio narration texts consumed by downstream media generation models within the Renku video-creation blueprint.
integration-astro-static
PostHog integration for static Astro sites using SSG
translate-image
Translate text in images, extract text via OCR, and remove text using TranslateImage AI. Use when user says 'translate image', 'OCR image', 'extract text from image', 'remove text from image', 'manga translate', or wants to process images with foreign-language text.
bugfix
Fix software bugs with root-cause analysis, minimal diffs, regression tests, and a mandatory self-check loop. Use for general bugfix work that is not covered by a more specific domain skill.
context-management
Use for projects, tasks, or code that involve context engineering and context management for AI agents: keep prompt prefixes stable for KV-cache, use append-only context, prefer tool masking over tool removal, offload large observations into filesystem memory, recite goals/todos to control attention, preserve errors for recovery, and avoid few-shot pattern lock-in. Use when building or debugging agent loops, prompt/context schemas, memory strategies, or tool-availability policies.
plan-replayer-testing
Expertise in adding new test cases for the TiDB plan replayer. Use when the user provides a plan replayer zip file and wants to create a new test.
pr-review-helper
Gather PR review context: all comments (including review suggestions), diff context, and CI status; download GitHub Actions logs on failures. Prefer GitHub MCP for reads, fall back to gh CLI when needed.
tidb-doc-finder
TiDB-specific documentation lookup guided by this repo's llms.txt hub: read llms.txt, pick the best linked source (tidb-dev-guide llms-full.txt, TiDB user guide llms.txt, or Uber Go style guide), fetch it, then search within it to answer with precise references. Use when asked to find docs, research, or provide doc-grounded answers about TiDB development or usage.
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