发现 数据与 AI 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
Guides implementation of member lifecycle workflows including registration, renewal, engagement tracking, and duplicate detection for 20,000+ members across national, state, and local NABIP chapters. Use when w...
Assists with building reports, dashboards, and data visualizations using Recharts and D3.js for the NABIP AMS. Use when creating member growth charts, revenue analytics, event performance metrics, email engagem...
Systematically validate implementation plans before execution - catches hallucinations, TDD violations, missing references, and temporal drift that derail implementations. Use after writing-plans skill creates...
Use when updating Claude Dev Kit components - checks registry for new versions, shows changelogs, updates components individually or all at once, supports rollback
Use when setting up code quality enforcement - configures linting, formatting, pre-commit hooks, CI workflows, and review checklists with advisory/soft/hard enforcement levels
Use when setting up git workflows for Claude Code - installs pre-commit hooks, commit templates with Claude attribution, PR templates, branch naming helpers, and Claude-specific gitignore entries
Use when creating CLAUDE.md files or .claude/ directories - detects project type, generates appropriate templates, and scaffolds Claude configuration with commands and hooks
Use when setting up shell environment for Claude Code - installs zsh, Oh My Zsh, Powerlevel10k theme, MesloLGS NF fonts, Claude CLI completions, and productivity aliases
Use when setting up context management for Claude Code - configures conversation search, context summarization, session export, and project memory patterns for long-running development
Use when setting up a new dev machine for Claude Code, onboarding to a project, or optimizing development environment - interactive installer that detects existing setup, configures shell, editor, git, template...
Use when setting up VS Code or Cursor for Claude Code - configures settings, installs recommended extensions, sets up keybindings, and creates workspace templates optimized for AI-assisted development
Verify OpenSCAD libraries (BOSL2, Round-Anything) are installed, troubleshoot common issues, understand best practices for spiral generation, and evaluate designs against professional CAD quality standards.
Annotate passing code with protection levels (@protected/@immutable/@maintainable). Use when stabilizing working features to prevent regressions.
Initialize ÆtherLight in a new repository. Sets up folder structure, Git workflow, configuration files, and development standards.
Validate protection enforcement via pre-commit hooks. Use when building or testing code protection system (PROTECT-002).
Publish ÆtherLight releases to npm and GitHub. Use when the user wants to publish, release, or deploy a new version. Automatically handles version bumping, compilation, verification, and publishing.
Analyze codebase for patterns, issues, and improvements. Enforces analysis standards while incorporating user-specific requirements.
Publish ÆtherLight releases to npm and GitHub. Use when the user wants to publish, release, or deploy a new version. Automatically handles version bumping, compilation, verification, and publishing.
Audit protected files, generate protection reports, and verify protection consistency. Use for protection system maintenance and compliance.
Create structured sprint plans with automated Git workflow. Generates TOML sprints, creates feature branches, and enforces proper development workflow.
Comprehensive guidance for writing high-quality unit tests in Java projects using JUnit 5 and AssertJ. Use when writing unit tests, creating test classes, or need guidance on mocking strategies, assertions, tes...
Implement or extend a user-facing workflow in a web application, integrating with existing backend APIs. Use when the feature is primarily a UI/UX change backed by existing APIs, affects only the web frontend,...
Configure RSPress frontmatter for documentation pages. Use when setting up page metadata, controlling layout options, or configuring home page hero/features sections.
Use RSPress built-in components and MDX features in documentation. Use when adding interactive elements like tabs, badges, steps, callouts, or code groups to documentation pages.
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。