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Analyze existing tests to identify patterns, fixtures, and conventions before writing new tests

Detect breaking changes in API contracts (OpenAPI/Swagger specs)

Mine historical data for patterns and predictive insights

Run comprehensive security vulnerability scans when reviewing code. Automatically uses basic mode (fast, high/medium severity only) for first reviews, advanced mode (comprehensive, all severities) for iterations. Detects SQL injection, XSS, hardcoded secrets, insecure dependencies. Use before approving any code changes or pull requests.

Track development velocity, cycle times, and identify trends for PM decision-making

使用 Playwright 与本地 Web 应用程序交互和测试的工具包。支持验证前端功能、调试 UI 行为、捕获浏览器截图和查看浏览器日志。

GTD mentor for inbox processing, weekly reviews, and coaching. Triggers on "process inbox", "weekly review", "what should I do", "I'm stuck", or /gtd command.

Annotate SDS-PAGE gel images with molecular weight markers and lane labels. Use when asked to label, annotate, or analyze gel photos. Detects lanes and bands automatically via intensity profiling (scikit-image), assigns MW from known protein ladders, and outputs SVG-quality annotated images.

Export and upload the current chat conversation as a markdown file attachment to a JIRA ticket for later review and documentation.

Deterministically find license information for Python packages by checking PyPI metadata first, then falling back to Git repository LICENSE files using shallow cloning.

Debug and monitor GitLab CI/CD pipelines for merge requests. Check pipeline status, view job logs, and troubleshoot CI failures. Use this when the user needs to investigate GitLab CI pipeline issues, check job statuses, or view specific job logs.

Manage article task queue - add, filter, update status, and track multi-language outputs

Semantic analysis for Claude Code consumption. TRIGGERS - analyze cast, keyword extraction, density analysis, find patterns, sharpe, backtest, iteration, trading keywords, ML keywords. Use when extracting insights from recordings.

Detects hardcoded values, magic numbers, duplicate constants, and leaked secrets using Ruff, Semgrep, jscpd, and gitleaks. Use when auditing for hardcodes, magic numbers, PLR2004, constant detection, secret scanning, or before release.

Validates ASCII box-drawing diagram alignment in markdown files. Use when creating architecture diagrams, checking diagram alignment, fixing ASCII art, or before committing documentation with diagrams.

Print iTerm2 terminal output to HP network printer. Strips ANSI escape codes, wraps in monospace code block, generates PDF via pandoc/xelatex, previews, and prints. Invoke on - print terminal, terminal to printer, print session, lpr output, print command output, terminal PDF.

Dotfile backup, sync, and version control with chezmoi. Tracks shell configs (.zshrc, .bashrc, .zshenv), git (.gitconfig), editors (helix, vim, nvim), terminal tools (broot, starship, alacritty, kitty, wezterm), and XDG .config/ files. Operations include track, add, sync, push, pull, backup, restore, status, diff, re-add. Setup for chezmoi init, dotfiles remote, GitHub private repository, cross-machine sync, multi-account SSH. Handles merge conflicts, secret detection, Go templates.

Control Notion via Python SDK. TRIGGERS - Notion API, create page, query database, add blocks, automate Notion. PREFLIGHT - requires token from notion.so/my-integrations.

Configures Python development workspace for MQL5 integration. Use when setting up MetaTrader 5 Python API, configuring mt5 package, or establishing MQL5-Python workflows.

Develop custom MQL5 indicators with proper patterns. Use when creating indicators, debugging OnCalculate(), working with buffers, or implementing multi-timeframe indicators in MetaTrader 5.

Meta-skill for creating Claude Code skills. TRIGGERS - create skill, YAML frontmatter, validate skill, TodoWrite templates, bundled resources (scripts/references/assets), progressive disclosure, allowed-tools, skill architecture. Use when creating, validating, or structuring skills.

N8N Documentation - Workflow automation platform with AI capabilities

Manage git worktrees for parallel development. Use to work on multiple branches simultaneously without stashing or switching contexts.

Analyze Python package build complexity by inspecting PyPI metadata. Evaluates compilation requirements, dependencies, distribution types, and provides recommendations for wheel building strategies.

Plan lifecycle management for Codex plans stored in $CODEX_HOME/plans (default ~/.codex/plans). Use when a user asks to create, find, read, update, delete, or manage plan documents for implementation work or overview/reference documentation.

Robusta Kubernetes observability and alert automation platform. USE WHEN installing Robusta OR configuring playbooks OR setting up notification sinks OR troubleshooting Kubernetes alerts OR creating custom actions OR integrating with Prometheus/AlertManager OR automating incident remediation.

Argo Rollouts progressive delivery controller for Kubernetes. USE WHEN user mentions rollouts, canary deployments, blue-green deployments, progressive delivery, traffic shifting, analysis templates, or Argo Rollouts. Provides deployment strategies, CLI commands, metrics analysis, and YAML examples.

Complete ArgoCD cluster bootstrapping skill for multi-repository GitOps environments. Use when provisioning new Kubernetes clusters, registering clusters with ArgoCD, configuring ApplicationSets, setting up cluster secrets, or troubleshooting cluster connectivity issues.

| Context | Name | |---------|------| | Developer/Docs | `cafehyna-hub` | | Azure CLI | `aks-cafehyna-default` |

Implement OpenTelemetry (OTEL) observability - Collector configuration, Kubernetes deployment, traces/metrics/logs pipelines, instrumentation, and troubleshooting. Use when working with OTEL Collector, telemetry pipelines, observability infrastructure, or Kubernetes monitoring.

从技术文档网站批量抓取内容并同步到 Google NotebookLM。支持 VitePress、Docusaurus、GitBook、VuePress 等框架。功能包括：(1)提取文档导航链接，(2)下载页面并转换为 Markdown，(3)自动分批上传到 NotebookLM（每本 50 文件限制），(4)支持增量同步和断点续传。适用于需要将技术文档导入 NotebookLM 进行 AI 分析和检索的场景。

Collect and report metrics on agent usage from git history implementing the 8 key metrics defined in agent-metrics.md for measuring agent system health effectiveness and adoption.

Repair malformed markdown code fence closings. Use when markdown files have closing fences with language identifiers (```text instead of ```) or when generating markdown with code blocks to ensure proper fence closure.

Expert help with RCC (Repeatable, Contained Code): creating/running robots, robot.yaml + conda.yaml, holotree environment caching, rcc task testrun vs rcc run, dependency management (conda-forge + pip), Playwright/robotframework-browser install (rccPostInstall: rfbrowser init), Control Room (rcc cloud), troubleshooting enterprise networks/proxies, and performance profiling with --pprof/--timeline/--trace.

Convert addresses to coordinates (geocoding) and coordinates to addresses (reverse geocoding). Use for location data enrichment or address validation.

Generate QR codes with URLs and UTM tracking. Exports PNG/SVG with captions. Use for single codes, batch generation, or marketing campaigns with tracking parameters.

Select and configure time integration methods for ODE/PDE simulations. Use when choosing explicit/implicit schemes, setting error tolerances, adapting time steps, diagnosing integration accuracy, planning IMEX splitting, or handling stiff/non-stiff coupled systems.

Create MCP tools for any website or web app. Use when the user wants to: - Add AI tools to their React/Vue/Next.js app - Create userscripts for sites they don't control (Notion, GitHub, etc.) - Test MCP tools on their running app (Rails, Django, Laravel) - Add MCP to vanilla JS/HTML apps - Create a distributable site package with tools + documentation

深度解析飞书多维表格（Bitable）的 .base 导出文件，生成人类可读的业务逻辑文档。

WHEN testing any front-end UI with DOM Testing Library; behavior-first queries, userEvent flows, async patterns.

Generate an AI podcast (MP3) from one or more URLs using the open-source Podcastfy project. Use when the user says “make a podcast from this URL/article/video/PDF”, “turn this webpage into a podcast”, or wants an MP3 conversation-style summary from links. Uses Gemini for transcript generation via GEMINI_API_KEY and Edge TTS for free voice.

Capture real App Store screenshots via Xcode Build MCP, then generate App Store Connect-ready marketing screenshots with Nano Banana Pro (correct sizes, copy, compliance).

No description available

Update CFN system expert agent with relevant git commits and project changes

Drift detection + baseline integrity guard for agent workspace files with automatic alerting support

Release automation for Claw skills and website. Guides through version bumping, tagging, and release verification.

Complete biomedical information search combining PubMed, preprints, clinical trials, and FDA drug labels. Powered by Valyu semantic search.

Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu semantic search.

End-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels. Natural language powered by Valyu.

Search medRxiv medical preprints with natural language queries. Powered by Valyu semantic search.

Search PubMed biomedical literature with natural language queries powered by Valyu semantic search. Full-text access, integrate into your AI projects.

Comprehensive evaluation toolkit for analyzing Claude skills across security, quality, utility, and compliance dimensions. This skill should be used when users need to evaluate a skill before installation, review before publishing, or assess overall quality and safety. Performs 5-layer security analysis, validates structure and documentation, checks compliance with skill-creator guidelines, and generates markdown reports with scoring and recommendations.

Generate optimized conference schedules using TimeFold (formerly OptaPlanner). Use when the user needs to create conference schedules from CSV data with constraints like speaker conflicts, track distribution, room assignments, educational flow, and speaker availability. Supports both single-day and multi-day conferences. Handles inputs from Google Sheets CSV exports with talks (ID, title, summary, track, level, speakers, availability) and schedule slots (day, times, rooms). Outputs CSV and Markdown schedules.

AI-powered code review using CodeRabbit CLI and GitHub integration. Use when running local code reviews before commits ("run coderabbit", "review my changes"), configuring .coderabbit.yaml files, integrating CodeRabbit with Claude Code for autonomous review workflows, using @coderabbitai commands in pull requests, or setting up automated code review pipelines.

Operate the Agent Hive Cortex orchestration engine. Use this skill when running Cortex commands, analyzing project dependencies, finding ready work, understanding the orchestration system, or troubleshooting Cortex issues.

MUST be loaded when setting up, installing, migrating, reviewing, auditing, or checking CLAUDE.md files in projects. Covers installing the promode CLAUDE.md into new projects, migrating existing CLAUDE.md content to AGENT_ORIENTATION.md (progressive disclosure), and auditing projects for conformance. Invoke PROACTIVELY when user mentions CLAUDE.md, project setup, agent configuration, or code meta files.

MUST be loaded before working with any Skill. Covers creating, building, reviewing, assessing, checking, auditing, evaluating, updating, modifying, and improving skills. Invoke PROACTIVELY before writing or changing any SKILL.md file. Provides structure, workflows, and validation for skill development. Supports both personal skills and standalone distributable skills (GitHub repos). (user)

Query live NuGet APIs to discover authoritative .NET SDK versions, workload sets, and dependency requirements.

Control Anova Precision Ovens and Precision Cookers (sous vide) via WiFi WebSocket API. Start cooking modes (sous vide, roasting, steam), set temperatures, monitor status, and stop cooking remotely.

PyTiDB (pytidb) setup and usage for TiDB from Python. Covers connecting, table modeling (TableModel), CRUD, raw SQL, transactions, vector/full-text/hybrid search, auto-embedding, custom embedding functions, and reference templates/snippets (vector/hybrid/image) plus agent-oriented examples (RAG/memory/text2sql).

AI assistant framework for building unique, authentic portfolio websites from scratch. Guides agents through research, design, and implementation phases.

Search and download images via Google Custom Search API with LLM-powered selection. This skill should be used when finding images for articles, presentations, research documents, or enriching Obsidian notes with relevant visuals. Supports simple queries, batch processing from JSON config, automatic config generation from terms, and full note enrichment with automatic image insertion below headings.

Professional PDF generation from markdown using Pandoc with Eisvogel template and EB Garamond fonts. Use when converting markdown to PDF, creating white papers, research documents, marketing materials, or technical documentation. Supports both English and Russian documents with professional typography and color-coded themes. Mobile-optimized layout (6x9) by default for Telegram bot context, desktop/print layout (A4) for other contexts.

This skill converts text to high-quality audio files using ElevenLabs API. Use this skill when users request text-to-speech generation, audio narration, or voice synthesis with customizable voice parameters (stability, similarity boost) and voice presets (rachel, adam, bella, elli, josh, arnold, ava).

Use `Skill(doc-lookup)` with these anchors when you need detailed context:

Router skill for DiPeO code generation pipeline (TypeScript specs → IR → Python/GraphQL). Use when task mentions TypeScript models, IR builders, generated code diagnosis, or codegen workflow. For simple tasks, handle directly; for complex work, escalate to dipeo-codegen-pipeline agent.

Router skill for DiPeO runtime Python code (execution handlers, service architecture, domain models, LLM infrastructure). Use when task mentions node handlers, EventBus, ServiceRegistry, Envelope pattern, or domain logic. For simple tasks, handle directly; for complex work, escalate to dipeo-package-maintainer agent.

将 PDF 文件转换为结构化的中文 Markdown 文本。只在用户明确要求“把 PDF 转成 Markdown/MD/文档”时使用本技能。

Enables AI agents to use Braintrust for LLM evaluation, logging, and observability. Includes scripts for querying logs with SQL, running evals, and logging data.

Detects project type, package manager, and monorepo structure. Returns correct commands for test/build/lint/dev. Run at project initialization and cache results in state. Use before running any build/test commands.

Trigger when: (1) User mentions "manim" or "Manim Community" or "ManimCE", (2) Code contains `from manim import *`, (3) User runs `manim` CLI commands, (4) Working with Scene, MathTex, Create(), or ManimCE-specific classes.

Break large Python files (>500 LOC) into smaller, well-organized modules with proper package structure. Use when a Python file is too large, monolithic, or needs refactoring. Triggered by requests mentioning "too large", "separate", "split", "break up", or "refactor" for Python files.

Post user testing results as GitHub PR comments for CI/CD integration.

Find and validate links on web pages. Reports broken links, redirects, and other issues.

Map permissible values in LinkML enums to ontology terms. Use this skill when: (1) Adding or updating ontology mappings (meaning: field) for enum permissible values, (2) Fixing validation errors from linkml-term-validator, (3) User asks to map enums to ontology terms or fix CURIE mappings. This skill covers OAK/runoak lookup, CURIE verification, and validation workflows.

No installation required. Run any build123d script with:

Manage stacked Git branches with Stackit. Use when creating/managing stacked branches, submitting PRs for branch stacks, navigating branch trees, rebasing stacks, syncing with main/trunk, troubleshooting stack issues, absorbing changes, resolving rebase conflicts, or any workflow involving dependent Git branches. Keywords stackit, stacked changes, stacked PRs, branch stack, restack, absorb, git stack.

使用 Playwright 与本地 Web 应用交互与测试的工具包。支持验证前端功能、调试 UI 行为、捕获浏览器截图以及查看浏览器日志。

Guide for adding new files to this codebase while respecting architectural principles including Separation of Concerns, Common Closure Principle, small composable functions (max 20 lines), and externalizing constants. Use when creating new modules, utilities, or any new source files in the project.

Model Context Protocol (MCP) server development and tool management. Languages: Python, TypeScript. Capabilities: build MCP servers, integrate external APIs, discover/execute MCP tools, manage multi-server configs, design agent-centric tools. Actions: create, build, integrate, discover, execute, configure MCP servers/tools. Keywords: MCP, Model Context Protocol, MCP server, MCP tool, stdio transport, SSE transport, tool discovery, resource provider, prompt template, external API integration, Gemini CLI MCP, Claude MCP, agent tools, tool execution, server config. Use when: building MCP servers, integrating external APIs as MCP tools, discovering available MCP tools, executing MCP capabilities, configuring multi-server setups, designing tools for AI agents.

Browser automation via Puppeteer CLI scripts (JSON output). Capabilities: screenshots, PDF generation, web scraping, form automation, network monitoring, performance profiling, JavaScript debugging, headless browsing. Actions: screenshot, scrape, automate, test, profile, monitor, debug browser. Keywords: Puppeteer, headless Chrome, screenshot, PDF, web scraping, form fill, click, navigate, network traffic, performance audit, Lighthouse, console logs, DOM manipulation, element selector, wait, scroll, automation script. Use when: taking screenshots, generating PDFs from web, scraping websites, automating form submissions, monitoring network requests, profiling page performance, debugging JavaScript, testing web UIs.

Root cause analysis for debugging. Use when bugs, test failures, or unexpected behavior have non-obvious causes, or after multiple fix attempts have failed.

Git branch completion workflow. Use when implementation is complete, tests pass, and a feature branch needs to be integrated via merge, pull request, or cleanup.

Automate creating pull requests - fork repos, create branches, commit changes, and submit PRs. Works in current directory or creates new clone. Idempotent and safe to re-run. Keywords - create PR, pull request, fork, contribute, upstream.

Automate creating pull requests - fork repos, create branches, commit changes, and submit PRs. Works in current directory or creates new clone. Idempotent and safe to re-run. Keywords - PR, pull request, fork, contribute, upstream.

Comprehensive guide for implementing AIDB tests following E2E-first philosophy,

Converts HTML/CSS to WPF CustomControl XAML with correct patterns and common pitfall solutions. Use when transforming web designs to WPF, converting CSS animations to Storyboards, implementing CSS border-radius clipping, CSS pseudo-elements (::before/::after), or CSS transforms in XAML.

JSON processing toolkit for validating, formatting, querying, and comparing JSON data. Use when working with JSON files, API responses, configuration files, or any structured JSON data that needs parsing, validation, transformation, or comparison.

Web scraping toolkit for extracting content from web pages. Fetch HTML, extract links, parse text content, and download page resources. Use when the user needs to scrape websites, extract data from web pages, gather links, or harvest text content.

Generates xUnit tests for C#/.NET ABP Framework code using NSubstitute and Shouldly. Use when the user asks to generate tests, create test coverage, write unit tests, write integration tests, fill coverage gaps, or test a class or file. Supports AppServices, Validators, and HTTP API Controllers.

Download videos from 1800+ platforms (YouTube, Bilibili, Twitter/X, TikTok, Vimeo, Instagram, etc.) and generate complete resource package with video, audio, subtitles, and AI summary. Actions: summarize, download, transcribe, extract video content. Platforms: youtube.com, bilibili.com, twitter.com, x.com, tiktok.com, vimeo.com, instagram.com, twitch.tv. Outputs: MP4 video, MP3 audio, VTT subtitles with timestamps, TXT transcript, MD AI summary. Auto-installs uv, yt-dlp, ffmpeg. Python dependencies managed by uv.

Add held items to the battle system. Use when creating items Pokemon can hold for passive or triggered effects.

Add Pokemon abilities to the battle system. Use when implementing passive abilities that trigger on events.

Handle Discord component interactions in Deact. Use when implementing button clicks, select menus, and user input.

Create Deact UI elements for Discord bot interfaces. Use when building new UI components.

Expert blueprint for hierarchical finite state machines (HSM) and pushdown automata for complex AI/character behaviors. Covers state stacks, sub-states, transition validation, and state context passing. Use when basic FSMs are insufficient OR implementing layered AI. Keywords state machine, HSM, hierarchical, pushdown automata, state stack, FSM, AI behavior.

Expert blueprint for RichTextLabel with BBCode formatting (bold, italic, colors, images, clickable links) and custom effects. Covers meta tags, RichTextEffect shaders, and dynamic content. Use when implementing dialogue systems OR formatted text. Keywords RichTextLabel, BBCode, [b], [color], [url], meta_clicked, RichTextEffect, dialogue.

Expert blueprint for GDSkills skill discovery and indexing system. Enables AI agents to find relevant skills by topic/keyword. Use when building skill libraries OR implementing search functionality. Keywords skill discovery, indexing, search, metadata, skill registry.

[MCP WRAPPER] Programmatically create/modify Godot scenes using Godot MCP tools. Orchestrates mcp_godot_create_scene, mcp_godot_add_node, mcp_godot_load_sprite into agentic workflows. Use when user requests scene generation/automation via MCP. Keywords MCP, scene automation, programmatic scene building, node hierarchy.

[PREREQUISITE] Install and configure Godot MCP server for programmatic scene manipulation via Model Context Protocol. Use when user explicitly requests MCP-based scene building or automation. NOT for manual Godot workflows. Keywords MCP, Model Context Protocol, scene automation, npx, claude_desktop_config.