Essential command-line tools and system utilities.
Expert assistant for Juju charm development using jhack utilities. Use when debugging charms, inspecting relations, syncing code, replaying events, testing scenarios, or performing rapid development iterations. Keywords include jhack, Juju debugging, charm testing, relation inspection, event replay, sync, tail, fire, show-relation, show-stored.
Apply when setting up CI/CD pipelines: automated testing, linting, building, and deployment with GitHub Actions.
Full project code review using multiple AI CLIs (Claude, Gemini, Codex). Use when user wants comprehensive multi-perspective code review.
Quick diagnostic tool (30s) running validation and health checks. Use for fast status checks. Related: audit-agent for comprehensive security and code quality audits.
AI-powered code indexer with semantic search, knowledge graphs (GraphRAG), and persistent memory system. Use when you need to (1) perform semantic code searches across large codebases, (2) analyze file relationships and dependencies through GraphRAG, (3) store and retrieve code insights with memory system. This skill uses Bash to call octocode CLI directly with automatic index management.
Systematically debug failed Omnistrate instance deployments using a progressive workflow that identifies root causes efficiently while avoiding token limits. Applies to deployment failures, probe issues, and helm-based resources.
MANDATORY quality gate. Run this skill BEFORE: (1) asking user "Is this okay?", (2) git commit, (3) creating PR, (4) presenting any implementation or design to user. Codex reviews in read-only sandbox, iterates until ok:true. NEVER skip this step.
Orchestrate fixing issues found by $review. Handles issue discovery, user confirmation, plan creation, and execution via $implement. Triggers: fix review issues, fix findings, address review feedback.
Kubernetes container orchestration. Use when deploying to Kubernetes, writing manifests, configuring Helm charts, or troubleshooting cluster issues.
Expertise for managing Docker services in this project including Redis, Ollama, Open WebUI, Grafana, Prometheus, and Dozzle. Use when working with containers, Docker Compose, or troubleshooting service connectivity.
Sets up and installs the AI Software Architect framework in a NEW project for the FIRST time. Use when the user requests "Setup .architecture", "Setup ai-software-architect", "Initialize architecture framework", "Install software architect", or similar setup/installation phrases. Do NOT use for checking status (use architecture-status), creating documents (use create-adr or reviews), or when framework is already set up.
Testing strategy, test pyramid (70% unit/25% integration/5% E2E), PGlite patterns, Playwright best practices. Use when writing tests, debugging test failures, or when user mentions testing/test/spec/E2E.
Code review patterns, testing, and pre-commit quality gates
Expert-level Docker containerization, image optimization, and container orchestration. Use this skill for building efficient Docker images, managing containers, and implementing Docker best practices.
Formats and posts GitHub PR inline review comments following Bitwarden engineering standards. Use when posting code-specific findings. For summary comments, invoke posting-review-summary skill.
Automated validation results analysis for post-commit workflow. Triggers when user requests validation analysis, code review summary, or checking background validation results. Analyzes Biome, TypeScript, and AI review reports.
Comprehensive repository initialization and scaffolding for new projects. Use when setting up a new repository from scratch with git, GitHub, CI/CD workflows, branch protection, validation checks (format, lint, type-check, tests, builds), git hooks (husky/lefthook), GitHub Actions for PR and main branch validation, automated versioning and tagging, and project-specific release workflows. Ideal for solo developers who want production-ready repository setup including (1) Git initialization with main branch, (2) GitHub repository creation and configuration, (3) Branch protection rules, (4) PR workflow with squash merging and auto-delete branches, (5) Comprehensive validation checks, (6) Git hooks for pre-commit and pre-push validation, (7) GitHub Actions CI/CD pipelines, (8) Automated releases with GitHub Releases integration.
Kubernetes deployment, management, and troubleshooting. Activate for k8s, kubectl, pods, deployments, services, ingress, namespaces, and container orchestration tasks.
Review code changes for quality, security, and best practices. Use when reviewing PRs or checking code quality.
Use when starting new features, building applications from scratch, or needing structured development workflow - provides standalone specification-first methodology without external dependencies, generates specs, plans, tasks directly, with superpowers integration for execution
