Discover data ai automation tools skills, compare source repositories and read the instructions for each workflow.
AI agent identifies and fixes common testing anti-patterns that lead to flaky, slow, or unmaintainable test suites. Use when reviewing tests, debugging test failures, or improving test quality.
AI agent creates structured implementation plans with task breakdown, dependency mapping, risk assessment, and file-level detail. Use when planning features, projects, or complex implementations.
Execute automated release workflow for Rust projects using Conventional Emoji Commits. Analyze commits since last release, determine semantic version bump (MAJOR/MINOR/PATCH), update Cargo.toml, generate change...
Create a structured notes directory for studying and documenting remote GitHub repositories. Use this skill when the user wants to set up a workspace for researching, analyzing, or taking notes on an external G...
Enforce project hygiene throughout the PR lifecycle. Use before creating PRs to validate worktrees, branch naming, and issue linking. Use when creating PRs to ensure proper "Fixes
Run multiple linters (eslint, oxlint, tsc, biome) in parallel with unified JSON output. Use when linting code, checking for errors before commits, or debugging lint failures. Triggers on "lint", "check code", "...
Create distinctive, production-grade terminal user interfaces with high design quality. Use this skill when the user asks to build CLI tools, TUI applications, or terminal-based interfaces. Generates creative,...
Manage Git branches, commits, and pull requests following best practices
Process and resolve CodeRabbit automated PR review comments. Use when the user says "check rabbit review", "handle coderabbit comments", "resolve rabbit feedback", or mentions CodeRabbit PR comments. Also use a...
Updates GitHub Release notes with human-readable summaries AFTER release-please creates a release. Use when user says "update release description", "improve release notes", or after merging a release-please PR....
Process and resolve GitHub Copilot automated PR review comments. Use when the user says "check copilot review", "handle copilot comments", "resolve copilot feedback", "address copilot suggestions", or mentions...
MUST BE USED when working with GitHub: updating PRs, editing PR descriptions/titles, creating PRs, merging, review threads, `gh` CLI commands, GitHub API, or any pull request operations. Load this skill BEFORE...
Use after brainstorming to apply vanilla-rails patterns to a feature, producing structured handoff for implementation planning. Invoke with /shape.
Use when naming classes, methods, routes in vanilla Rails codebases - fixes concern verb/noun confusion, bang method misuse, custom action anti-patterns
Access and manage the local GitHub Wiki clone. Use this skill when you need to read wiki content (architecture, design docs, guides), update wiki documentation, check wiki status, or push wiki changes. The wiki...
Essential Git patterns for effective version control, eliminating redundant Git guidance per agent.
Use when you want to pause the semantic search file watcher to stop automatic reindexing
Use when you want to resume the semantic search file watcher after pausing it
GitHub CLI (gh) mastery for issues, PRs, Projects v2, and automation. Modern development workflow patterns for 2025.
ALWAYS check this skill before using grep, glob, Task tool, or doing any codebase exploration. Guides you to use specialized agents that are more efficient than basic tools.
Use BEFORE running grep or glob commands. Reminds you to use codebase-locator agent instead of basic file search tools.
Use BEFORE reading multiple files to understand code. Reminds you to use codebase-analyzer agent instead of manual file reading.
Initialize Rails coding conventions for a project by detecting dependencies and copying matching rules with examples to .claude/rules/hustler-rails/. Use when setting up Rails conventions for a new project or u...
Engineering standards and code governance enforcement. Triggers during code review discussions, PR descriptions, commit preparation, and when discussing code quality. Ensures compliance with standards.md and ru...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.