CI/CD

Performs intelligent compliance audits for software projects. Automatically detects which regulatory frameworks (GDPR, HIPAA, PCI-DSS, CCPA, SOC 2) apply based on project analysis and user context. Provides tiered reports with executive summaries and detailed technical findings. Use when the user asks about compliance, regulatory requirements, security standards, data protection, or wants to audit their codebase for legal/regulatory adherence.

Expert prompt engineering for LLMs and AI agents. Use when users request help writing, reviewing, or improving prompts for chatbots, AI agents, system prompts, instruction sets, or any LLM-based application. Applies research-backed techniques to minimize hallucinations and maximize reliability.

生成GOAL/SubPlan依赖DAG和关键路径分析，并执行SubPlan划分。当需要分析技术依赖、业务依赖、识别关键路径、发现并行执行机会、执行SubPlan分配时使用。基于GOAL的dependencies字段和业务逻辑分析生成Mermaid依赖图和SubPlan划分方案。

Risk prioritization framework for engineers. CVSS interpretation, exploitability analysis, blast radius calculation, and decision trees for patch management and vulnerability remediation.

Analyze feature requests, refactor plans, or technical decisions to determine investment value and provide recommendations. Use when user mentions investigating, analyzing, or asks "should we build this".

Read and extract content from PDF files using multiple methods.LOAD THIS SKILL WHEN: User says "讀取 PDF", "read PDF", "打開論文", "看這篇" | has PDF file path | needs to extract text from PDF.CAPABILITIES: PDF to markdown conversion, text extraction, figure detection, citation extraction.

Essential Reinvention Loop based on Elon Musk's First Principles Thinking. A 3-step problem-solving framework for the AI era. (1) Deconstruct problems to fundamental facts, (2) Delete unnecessary processes boldly, (3) Reconstruct 10x faster with AI as partner. Use for complex problem analysis, process optimization, and innovative solution design.

Work with this repo’s GitHub Actions CI and GHCR Docker image publishing workflow. Use when changing generation checks, tests, formatting, or when preparing a release and validating image tags.

Document REST API endpoints through systematic empirical testing. Analyzes URL structure, generates minimal test cases, executes requests, and produces concise API documentation. Use when exploring undocumented APIs, reverse-engineering endpoints, or creating integration documentation.

Execute a Life-of-Mine (LOM) DCF model for mining assets with Unit-of-Production depreciation

Manage project tasks via Jira API using j4c. Use for ALL Jira project management tasks including creating tasks, checking ready work, linking dependencies, transitioning status, or adding comments.

Test-Driven Development following Kent Beck's TDD and Tidy First principles. Use when implementing features with test-first approach, following Red-Green-Refactor cycle, or separating structural changes from behavioral changes in commits.

Write clean, readable code with consistent naming conventions, proper formatting, small focused functions, and DRY principles. Use this skill when writing ANY code in the project regardless of language or framework. When naming variables, functions, classes, or files. When structuring functions and deciding on their size and scope. When removing dead code, unused imports, or commented-out blocks. When applying the DRY principle to extract common logic. When ensuring consistent indentation and formatting across the codebase.

Target safety assessment including known toxicities, essentiality, andoff-target concerns. Use for early safety risk evaluation and targetselection.Keywords: target safety, toxicity, essential gene, knockout, safety risks

Generate and edit images using Google's Nano Banana (Gemini Image API). Use when the user wants to create AI-generated images, edit existing images, create infographics, generate product mockups, design social media graphics, or perform any image generation/manipulation task. Requires GEMINI_API_KEY environment variable.

Use when working with DuckDB databases, Makefiles, or building/deploying notebooks. Triggers on DuckDB queries, database creation, Makefile editing, make targets (build, data, etl), GitHub Actions workflows, CI/CD, and creating new notebook repositories.

Master Docker containerization, Kubernetes orchestration, CI/CD pipelines, Infrastructure as Code (Terraform), and cloud platforms. Learn deployment automation, monitoring, scaling, and build reliable, scalable infrastructure for production systems.

Core engineering principles for quality, maintainable code.

Generates a complete iOS app icon set with all required sizes. Use when asked to create an app icon, design an iOS icon, generate app store artwork, or make an icon for an iPhone/iPad app. Follows a philosophy-first approach - first defining the visual identity and concept, then producing production-ready icons.

Git Worktreeを使った開発フロー、PR作成、CI監視、マージ手順。worktree、PR、マージ、CI、ブランチ作成時に使用。