Tools

Build amplifier-foundation modules using "bricks and studs" architecture. Covers tool, hook, provider, context, and orchestrator modules with testing, publishing, and best practices.

Prepare manuscripts for journal submission. Use when: (1) Writing research papers, (2) Selecting target journals, (3) Formatting manuscripts, (4) Ensuring reporting guideline compliance, (5) Preparing submission materials.

Genomics and transcriptomics analysis strategies

Manage Python projects and dependencies using UV, the ultra-fast Rust-based package manager. Use when creating Python projects, managing dependencies, or running Python scripts.

Builds token-driven Vue 3 components with Composition API and TypeScript. Use when creating Vue component libraries, integrating design tokens, or building Nuxt design system components with composables.

Error hierarchy, API errors, logging patterns

Guided workflow for maintaining strategic redundancy between Serena memories and project documentation. Use after significant code changes, phase completions, or when new architectural patterns are discovered.

使用币安 USDT-M 永续合约 MCP 工具进行交易操作, 包括账户查询、杠杆设置、开仓平仓、止损止盈等。当需要执行币安合约交易相关操作时触发此技能。

アーキテクチャレビュースキル（設計整合性、コーディング規約、ドキュメント整合性の確認）

Use when user mentions MCPProxy/MCP tools (e.g., "check buildkite mcp", "use slack mcp") or when you need to discover or call tools through MCPProxy - immediately checks if mcp__MCPProxy__* tools are available, suggests /mcp reconnect if missing (MCPProxy MCP server not connected), explains when to use MCP tools vs HTTP API for debugging

Comprehensive verification workflow before merging changes to production.

Analyze problems, design solutions, plan task breakdowns. Use for epic planning, architecture design, and task specification. Outputs planning artifacts for GitHub issue creation.

Expert on your minimal zsh setup, dotfiles, and shell configurations. Use when asked about aliases, functions, shell scripts, zsh configuration, or dotfiles. ADHD-friendly explanations. Can fetch latest documentation using Context7 MCP.

Install Word MCP via uvx. Use when user needs cross-platform Word capabilities.

Convert Jenkins pipelines (Jenkinsfiles) to GitHub Actions workflows. Use when migrating CI/CD from Jenkins to GitHub Actions, or when user provides a Jenkinsfile and wants a GHA workflow.

<what the skill does and when to use it>

Git workflow management including branch validation, commit conventions, PR preparation, and repository health checks. Auto-activates on keywords git, branch, commit, pull request, PR, merge, rebase, workflow, conventional commits, branch strategy.

scGLUE 单细胞多组学数据整合工具包 - 100%覆盖文档（完整API+教程+数据整合+图谱分析）

Run gdUnit4 tests for Godot projects. Use after implementing features, fixing bugs, or modifying GDScript files to verify correctness.

GitHub issue state machine and code integration patterns. Covers state transitions (needs-triage → accepted → in-progress → completed), branch naming (feat/123-desc), PR linking (Closes