mlops-deployment
Docker, Kubernetes, CI/CD, model monitoring, and cloud platforms. Use for deploying ML models to production, setting up pipelines, or infrastructure.
nlp-processing
Text processing, sentiment analysis, LLMs, and NLP frameworks. Use for text classification, named entity recognition, or language models.
python-programming
Python fundamentals, data structures, OOP, and data science libraries (Pandas, NumPy). Use when writing Python code, data manipulation, or algorithm implementation.
reinforcement-learning
Q-learning, DQN, PPO, A3C, policy gradient methods, multi-agent systems, and Gym environments. Use for training agents, game AI, robotics, or decision-making systems.
statistical-analysis
Probability, distributions, hypothesis testing, and statistical inference. Use for A/B testing, experimental design, or statistical validation.
iac-skill
Infrastructure as Code with Terraform, Ansible, and CloudFormation.
monitoring-skill
Monitoring and observability with Prometheus, Grafana, ELK Stack, and distributed tracing.
observability
Distributed tracing with Jaeger, OpenTelemetry, and observability platforms for microservices insights
artifact-management
Artifact repositories with Nexus, Artifactory, and container registries for build artifact storage
cicd-skill
CI/CD pipelines with Git, GitHub Actions, GitLab CI, Jenkins, and deployment strategies.
cloud-skill
Cloud infrastructure with AWS, Azure, GCP - architecture, services, security, and cost optimization.
configuration-management
Infrastructure configuration with Ansible, Chef, Puppet, and SaltStack for automated server management
containers-skill
Docker and Kubernetes - containerization, orchestration, and production deployment.
gitops
GitOps practices with ArgoCD, FluxCD, and declarative infrastructure management
linux-fundamentals-skill
Complete Linux administration skill covering process management, filesystem, permissions, package management, users, bash scripting, and system monitoring.
logging
Centralized logging with ELK Stack, Loki, Fluentd, and log analysis for distributed systems
networking-skill
Network protocols and troubleshooting - TCP/IP, DNS, HTTP/HTTPS, SSH, firewalls.
scripting
DevOps scripting with Bash, Python, and Go for automation, tooling, and infrastructure management
security
DevSecOps practices including secrets management, SSL/TLS, vulnerability scanning, and compliance
serverless
Serverless computing with AWS Lambda, Azure Functions, Google Cloud Functions, and edge computing
service-mesh
Service mesh technologies including Istio, Linkerd, Consul, and Envoy for microservices communication
version-control
Git version control, branching strategies, GitHub/GitLab workflows, and collaborative development
fresheyes
Use when the user asks for "fresh eyes", an independent review, or a second opinion on code, commits, plans, or files.
github-issues-from-spec
This skill transforms feature specifications, requirements documents, or plans into well-structured GitHub issues. It chunks large features into small, testable issues, creates them via gh CLI, and adds them to the appropriate GitHub project with labels. Use when converting specs to actionable issues.
new-go-endpoint
This skill automates the API-first workflow for creating new Go API endpoints. It handles OpenAPI spec updates, code generation, SQLC query creation, handler implementation, and Redis caching patterns. Use when adding new endpoints to the Lexicon backend.
test-endpoints
This skill automates API endpoint testing and documentation. It runs curl requests against specified endpoints, captures responses, validates against OpenAPI spec, and generates markdown documentation. Use after implementing new endpoints or when verifying API behavior.
disciplined-work
This skill should be used to execute work plans with strict coding discipline that avoids common LLM mistakes. It merges structured plan execution (phased workflow, incremental commits, quality checks) with disciplined coding guardrails (assumption surfacing, simplicity-first, surgical changes, test-driven execution). Triggers on /disciplined-work, /k-work, "disciplined work", or "careful work".
karpathy-mode
This skill should be used to enforce a disciplined coding workflow that avoids common LLM mistakes. It applies when writing code, implementing features, or when the user says /karpathy, /k-mode, or asks for "careful", "disciplined", or "minimal" implementation. Enforces assumption surfacing, simplicity-first coding, surgical changes, and test-driven execution.
iac-diagram-generator
Analyzes Infrastructure as Code files (Terraform, CloudFormation, Kubernetes, Docker Compose) and generates visual architecture diagrams. Use when analyzing infrastructure code, designing cloud architectures, or when the user requests architecture diagrams from IaC.
wechat-article-formatting
Convert Markdown content to WeChat Official Account HTML format with inline styles. Generates complete HTML preview files that can be copied directly to WeChat editor. Use when user needs to format articles for WeChat Official Account or mentions converting Markdown to WeChat HTML.
spend-optimizer
Audit subscriptions AND optimize credit card rewards. Analyzes bank CSVs to find recurring charges, categorize spend, identify which card each charge should be on, and calculate potential rewards. Use when user says "audit subscriptions", "optimize my cards", "maximize rewards", or "analyze my spending". Outputs interactive HTML with subscription management and card optimization.
codex
Run OpenAI Codex CLI for code analysis, generation, refactoring, and review. Supports exec, resume, review subcommands with inline config overrides.
code-review-expert
Structured code review checklists: SOLID, security, performance, boundary conditions, removal planning. Injected into code-reviewer agent.
integration-rules
Ultra Builder Pro system integration rules
recall
Search and manage cross-session memory. Query past sessions by keyword, semantic similarity, or hybrid search. Save summaries and tags for future recall.
security-rules
Ultra Builder Pro security rules
testing-rules
Ultra Builder Pro testing discipline rules
ultra-review
Parallel code review orchestration with 6 specialized agents + coordinator. Zero context pollution - all output via JSON files.
vespertide
Define database schemas in JSON and generate migration plans. Use this skill when creating or modifying database models, defining tables with columns, constraints, and ENUM types for Vespertide-based projects.
vercel-deployment
Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.
vitest
Vitest testing framework patterns for test setup, async testing, mocking with vi.*, snapshots, and test performance (formerly test-vitest). This skill should be used when writing or debugging Vitest tests. This skill does NOT cover TDD methodology (use test-tdd skill), API mocking with MSW (use test-msw skill), or Jest-specific APIs.
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
wrangler
Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices.
chanfana-openapi
Build type-safe REST APIs with Chanfana (OpenAPI framework), Hono.js, and Cloudflare Workers with automated Swagger documentation and request validation
deployment-pipeline-design
Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing GitOps practices.
github-actions-templates
Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or creating reusable workflow templates.
github-cli
Manage repositories, CI/CD workflows, issues, pull requests, and releases using the GitHub CLI. Use when automating GitHub operations, managing repositories via command line, or integrating GitHub workflows into development processes.
github-pages-deployment
Automated deployment of static sites to GitHub Pages using gh-pages CLI, base path configuration, domain routing, and CI/CD automation for SvelteKit and other static site generators
hono-cloudflare
Hono on Cloudflare Workers - bindings, KV, D1, R2, Durable Objects, and edge deployment patterns
hono-routing
Build type-safe APIs with Hono for Cloudflare Workers, Deno, Bun, Node.js. Routing, middleware, validation (Zod/Valibot), RPC, streaming (SSE), WebSocket, security (CSRF, secureHeaders).
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