DevOps

Comprehensive Docker containerization workflow covering multi-stage builds, docker-compose orchestration, image optimization, debugging, and production best practices. Use when containerizing applications, setting up development environments, or deploying with Docker.

Check comprehensive platform health including ArgoCD apps, pods, services, certificates, and resources across the Kagenti platform

Use when configuring Expo applications through app.json, app.config.js/ts, and EAS build configuration. Covers environment variables, build profiles, plugins, and deployment settings.

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

Use when creating or pricing energy consulting proposals including ASHRAE Level 1/2/3 audits, benchmarking services, commissioning, compliance pathway consulting, and performance target analysis. Provides pricing models, cost estimation, scope templates, service definitions, labor hour estimates, and proposal generation. Use when the user mentions proposal writing, pricing services, scoping work, energy audit costs, consulting rates, or needs to generate professional proposals for energy projects.

Performance monitoring and regression prevention. Lighthouse CI, performance budgets, Core Web Vitals monitoring, alerting. Keep sites fast over time.

Remove a git worktree after agent completes work. Use this after merging a sub-issue PR or on failure to cleanup all associated resources including Docker containers, volumes, and git metadata.

Provides three production-ready ML training examples (sentiment classification, text generation, RedAI trade classifier) with complete training scripts, deployment configs, and datasets. Use when user needs example projects, reference implementations, starter templates, or wants to see working code for sentiment analysis, text generation, or financial trade classification.

Critical review and gap analysis skill that can be invoked at any workflow stage. Use to challenge decisions, identify missing specifications, verify coherence, and surface unaddressed questions in CDC, findings, plans, or any deliverable. Acts as a devil's advocate by deeply analyzing codebase, project documentation ([DOC]-* folders), and context.

Manage J-Quants ingestion, feature graph generation, and cache hygiene for the ATFT-GAT-FAN dataset pipeline.

Spawn a Claude worker to address PR feedback, fix CI failures, or continue work on a pull request. Use when a PR needs updates based on review comments or failing checks.

Automatically bridge long technical sessions to keep context window small and costs low. Extracts key technical decisions, resolved bugs, active tasks, and essential code snippets from conversation history into a compact markdown summary (2,000–5,000 tokens). Use when reaching a project phase milestone, when Claude warns the context window is getting full, or to start a fresh session with minimal token cost while maintaining continuity.

Track internal state across clarity, growth, engagement, connection, and energy. Use to understand and communicate current capacity.

Deploy web applications to Cloudflare Pages/Workers or DigitalOcean VPS. Use when configuring deployment, setting up production environments, or managing releases.

分层架构规范 / Architecture and layering rules (v0.3.1)。在设计新组件、修改导入、检查分层时使用。核心约束：cli → flows → data，core 向内不向外。Use when designing components, changing imports, or reviewing layering decisions. Enforces cli/flows/core/data separation.

Find and analyze social media profiles and digital presence

Web frontend project development rules. Use this skill when developing web frontend pages, deploying static hosting, and integrating CloudBase Web SDK.

Automated git workflows for status, branching, commits, and pull requests with conventional commit format and safety checks. Use when creating feature branches, committing with conventional format, creating PRs, or syncing with remote.

Analyze and resolve production incidents using systematic investigation, root cause analysis, and autonomous remediation

Documentation and code examples research expert using Exa AI and Context7. Finds official docs, production code examples, technology comparisons, and best practices. Auto-activates when new libraries mentioned or user requests "docs", "examples", "best practices", or technology comparisons.