Documentation

Generate PRISMA 2020 flow diagrams for systematic reviews. Use when: (1) Conducting systematic literature reviews, (2) Documenting screening process, (3) Reporting study selection for publications, (4) Demonstrating PRISMA compliance, (5) Creating transparent review methodology documentation.

Disciplined development workflow that prevents incomplete implementations, silent fallbacks, and hallucinated code. Use this skill for ANY coding task, feature implementation, bug fix, or technical work. Enforces mandatory decomposition of specs into tasks, elicits clarification for ambiguities, prohibits fallbacks without explicit approval, requires research for uncertain APIs/libraries, and maintains grounding checkpoints to prevent rework. Triggers on requests like "implement", "build", "create", "fix", "add feature", "develop", or any programming task.

Enforce markdown linting standards for all documentation to prevent common AI mistakes like missing code language tags, emphasis as headings, and missing blank lines

Detects code/documentation drift, validates examples, generates diagrams, auto-updates documentation

This skill should be used when installing and configuring markdown editor functionality using @uiw/react-md-editor. Applies when adding rich text editing, markdown support, WYSIWYG editors, content editing with preview, or text formatting features. Trigger terms include markdown editor, rich text editor, text editor, add markdown, install markdown editor, markdown component, WYSIWYG, content editor, text formatting, editor preview.

How to make a good property-based test. Use when writing any property-based test.

Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.

Capture a writer's voice DNA through collaborative interview and sample analysis. Use when someone wants to document their writing voice for use with a ghost writer skill. Produces a Voice DNA Document with patterns, anti-patterns, and actionable guidance. Handles one register/mode per session, supports refinement over time.

Ensures that documentation files like README.md and AGENTS.md stay in sync with the actual code and project structure. Use when adding new features or changing project architecture.

Transform brain dumps into polished technical blog posts. Use when you have scattered ideas, talking points, or code examples that need organizing into a cohesive developer-focused post.

Test Driven Development (TDD) workflow automation for Java Spring Boot projects. Use for writing tests, checking coverage, generating test scaffolds, and implementing Red-Green-Refactor cycles with JUnit 5, Mockito, and Testcontainers.

Create detailed implementation plans with bite-sized tasks for engineers with zero codebase context

Comprehensive guide for Slidev - a web-based presentation framework for developers. Covers Markdown syntax, layouts, components, animations, theming, and exporting. Use this skill when creating or working with developer presentations using Slidev.

Manage offline reference material in the `extra/` directory. Use when needing external documentation, library source code, screenshots, PDFs, or API specs. ALWAYS check `extra/` before web searches. HALT and ask the human when required material is missing - do NOT fall back to WebFetch/WebSearch.

Validates Claude skill files for correct structure, YAML frontmatter, Python imports, naming conventions, and compliance with official documentation

Senior QA Automation Engineer with 10+ years E2E testing experience. Use when writing end-to-end tests for web apps with Playwright, mobile apps with Detox, testing critical user flows, cross-browser testing, or visual regression testing.

Explores internal documentation (brain repos, Notion) for context

Provides expert-level assistance with dbt Semantic Layer, MetricFlow, semantic models, metrics, dimensions, entities, measures, and BI tool integrations. Use this skill when building semantic models, creating metrics (simple, ratio, cumulative, derived, conversion), debugging validation errors, or integrating with BI tools. Extracted from official dbt documentation and optimized for data practitioners.

Ansible automation reference for playbooks, roles, inventory, variables, and modules.Includes Proxmox VE and Docker integration via community.general and community.docker collections.Use when writing playbooks, troubleshooting Ansible runs, or designing automation workflows.Triggers: ansible, playbook, inventory, role, task, handler, vars, jinja2, galaxy, proxmox_kvm, proxmox_lxc, docker_container, docker_compose.

Seurat 文档本地镜像（Satija Lab docs，包含 seurat/ 子目录与 archive）