Set up hierarchical Intent Layer (AGENTS.md files) for codebases. Use when initializing a new project, adding context infrastructure to an existing repo, user asks to set up AGENTS.md, add intent layer, make agents understand the codebase, or scaffolding AI-friendly project documentation.
Track complex, multi-session work with dependency graphs using bd (beads) issue tracker. Use when work spans multiple sessions, has complex dependencies, or requires persistent context across compaction cycles. For simple single-session linear tasks, TodoWrite remains appropriate.
Generates implementation plans with code reuse analysis, architecture design, and complexity estimation during the /plan phase. Use when planning feature implementation, analyzing code reuse opportunities, or designing system architecture after specification phase completes. Integrates with 8 project documentation files for constraint extraction. (project)
Detect and prevent hallucinated technical decisions during feature work. Auto-trigger when suggesting technologies, frameworks, APIs, database schemas, or external services. Validates all tech decisions against docs/project/tech-stack.md (single source of truth). Blocks suggestions that violate documented architecture. Requires evidence/citation for all technical choices. Prevents wrong tech stack, duplicate entities, fake APIs, incompatible versions.
Orchestrates /init-project command execution through interactive questionnaire (15 questions), brownfield codebase scanning (tech stack detection, ERD from migrations), and 8-document generation (overview, architecture, tech-stack, data, API, capacity, deployment, workflow). Use when user runs /init-project, requests project documentation generation, or asks about architecture setup for greenfield/brownfield projects. (project)
Enforce consistent theming across all prototype mockup screens. Auto-loads theme.yaml, validates CSS variable usage, prevents hardcoded values, and maintains visual consistency session-to-session. Use during /prototype create when generating new screens.
Develop with BlaC state management library for React. Use when creating Cubits, Vertices, using useBloc/useBlocActions hooks, managing state containers, or implementing inter-bloc communication patterns.
Extract reusable components from approved HTML mockups during implementation. Identifies patterns, maps CSS to Tailwind, and populates prototype-patterns.md for visual fidelity. Use at start of /implement for UI-first features.
Executes implementation tasks using Test-Driven Development, prevents code duplication through anti-duplication checks, and maintains quality through continuous testing. Use when implementing features from tasks.md, during the /implement phase, or when the user requests TDD-based implementation. (project)
Debug Starwards GitHub Actions CI failures - analyze logs for ESLint/TypeScript/E2E/Docker errors, identify root causes, and apply fixes locally before pushing
Debugs Kubernetes pod failures including CrashLoopBackOff, OOMKilled, ImagePullBackOff, init container failures, and CreateContainerConfigError. Use when pods crash, restart repeatedly, fail to start, or show container errors.
Debugs Kubernetes pod scheduling issues including pods stuck in Pending, node affinity/anti-affinity problems, taints and tolerations, insufficient node resources, and PodDisruptionBudget blocking. Use when pods won't schedule, stuck in Pending, or node placement issues.
Debugs Kubernetes storage issues including PVC stuck in Pending, PV binding failures, volume mount errors, and StorageClass problems. Use when volumes fail to mount, PVCs not binding, or storage-related pod failures.
Debugs Kubernetes networking issues including Service connectivity, DNS resolution, Ingress routing, Endpoints, and NetworkPolicy. Use when services are unreachable, DNS fails, ingress not routing, or network connectivity problems.
Debugs Kubernetes resource quota and limit issues including ResourceQuota exceeded, LimitRange violations, OOMKilled due to memory limits, and CPU throttling. Use when hitting quota limits, container resource constraint errors, or capacity issues.
Retrieves Kubernetes container logs with various patterns including multi-container pods, previous container logs, init containers, and label-based aggregation. Use when checking application logs, debugging crashes, or analyzing container output.
Apply code changes to a GitHub repository and automatically create a pull request. Takes user feedback or fix requirements, clones the repo, makes localized changes, commits to a new branch, and opens a PR via GitHub MCP.
Analyze a GitHub codebase to create comprehensive architecture documentation including ASCII diagrams, component relationships, data flow, hosting infrastructure, and file structure assessment.
Configure Git CLI with GitHub authentication using environment variables (GITHUB_EMAIL, GITHUB_NAME, GITHUB_PAT)
