Essential command-line tools and system utilities.
Guide AI agents to use Jujutsu (jj) for version control. Covers core concepts, daily workflows, Git compatibility, conflict resolution, and collaboration with GitHub. Use this skill when working with jj repositories or when the user wants to use Jujutsu instead of Git.
Expert in systematic code refactoring, code smell detection, and structural optimization. Use PROACTIVELY when encountering duplicated code, long methods, complex conditionals, or any code quality issues. Detects code smells and applies proven refactoring techniques without changing external behavior.
Complete guide to background job processing with Sidekiq in Ruby on Rails. Use this skill when: (1) Creating background jobs, (2) Configuring queues and workers, (3) Implementing retry logic and error handling, (4) Designing idempotent jobs, (5) Setting up scheduled/recurring jobs, (6) Optimizing job performance.
Triage and manage GitHub issues. Use when reviewing issues or planning work.
This skill should be used when the user asks to "analyze code", "review code quality", "check code structure", "find code patterns", or mentions code analysis without making changes.
Transform forecasting experiments into Airflow/Prefect pipelines with monitoring. Use when deploying forecasts to production. Trigger with 'generate pipeline' or 'create Airflow DAG'.
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
Generate daily and weekly codebase activity summaries from Azure DevOps (PRs, work items), local git commits, and Confluence. Use when asked about "what happened", "codebase activity", "team summary", "pr summary", or to understand what's going on in a large codebase.
Expert guidance for advanced Git workflows, trunk-based development, monorepo strategies, and Git automation. Use when implementing Git workflows, managing complex repositories, or automating Git operations.
Creates PRDs with user stories for brownfield enhancements. Analyzes existing projects, defines requirements, and generates implementable user stories with acceptance criteria, tasks, and dev notes.
List all projects and their meeting history. Use when the user asks about projects, wants to see what meetings exist, or needs an overview of the workspace.
Comprehensive GitHub integration modes for workflow orchestration, PR management, and repository coordination. Use for GitHub CLI operations, automated workflows, PR reviews, issue tracking, release management, and CI/CD coordination.
GitHub CLI (gh) tool for retrieving and analyzing GitHub data including pull requests, issues, code search, workflow runs, releases, and repository information. Use when needing to read GitHub PRs, view comments, check CI/CD status, search code across repos, analyze issues, inspect action logs, or query any GitHub data. Focuses on information retrieval and analysis rather than modifications.
AI agent performs systematic root cause analysis using 5 Whys, Fishbone diagrams, and evidence-based investigation. Use when debugging, conducting post-mortems, or investigating incidents.
Transform vague ideas into implementation-ready specifications through structured interviewing. Use when user describes a new feature/product idea, has a problem to solve, or needs to document requirements. Produces intent.md (technical spec for code agents) and overview.md (human-friendly summary).
Developer workflow integration for JIRA - Git branch names, commit parsing, PR descriptions. Use when generating branch names from issues, linking commits, or creating PR descriptions. Also use to troubleshoot Development Panel issues or automate CI/CD integration.
Publish JETAASC (JET Alumni Association of Southern California) events to multiple platforms. Use when user wants to publish an event, draft an event, create event descriptions, or share events to Wix blog, Google Calendar, Discord, or Facebook. Triggers include "publish event", "draft event", "create event post", "share to wix/calendar/discord/fb", or any JETAASC event-related publishing task.
This skill should be used when the user asks to "triage issue", "classify ticket", "route jira", "analyze priority", "categorize issue", "determine complexity", "route to agents", or needs guidance on classifying, prioritizing, and routing Jira issues to appropriate agents and workflows.
This skill should be used when managing the file-based todo tracking system in the .ai/todos/ directory. It provides workflows for creating todos, managing status and dependencies, conducting triage, and integrating with slash commands and code review processes.
Expert-level code review focusing on quality, security, performance, and maintainability. Use this skill for conducting thorough code reviews, identifying issues, and providing constructive feedback.
Handle complex multi-domain projects requiring coordination. Use when task spans frontend+backend+infrastructure, requires multiple specialists, user mentions "enterprise", "full system", "end-to-end", "production-ready", or project needs deep research and parallel execution.
Expert automation platform error debugger for Power Automate, n8n, Make, Zapier and other workflow platforms. Analyzes JSON flow definitions with error messages, researches official documentation, and generates complete fixed JSON ready for copy-paste. Triggers when user provides error JSON files, workflow JSON with errors, error messages, debug requests, or failing automation content. Returns structured debug report with root cause analysis and working fixed JSON.
Cloud monitoring with Prometheus, Grafana, and cloud-native tools. Use when setting up metrics, alerts, dashboards, or troubleshooting performance issues.
