ML model optimization and deployment on robot edge devices (Jetson, embedded)
Skill for environmental test campaign planning and execution
This skill should be used when the user says "what stack should I use", "evaluate my tech stack", "recommend a stack", "what framework for", "compare frameworks", "is this the…
Executes Python scripts, tests, or benchmarks on a provisioned remote cluster (GPU or TPU) using SkyPilot.
Master FastAPI dependency injection for building modular, testable APIs.
Functionality Isolation Protocol — analyze dependencies for a file or symbol to understand the blast radius of changes.
Skill for comprehensive flight test planning and execution support
On-chip debugging skill with ILA, VIO, and related FPGA debug tools
Expert skill for FreeRTOS configuration, debugging, and optimization
This skill covers game-theoretic methods in structural econometrics and industrial organization. Use when the user is working with strategic interactions, equilibrium analysis, or…
Fast headless browser for QA testing and site dogfooding. (gstack) — from nota-america/forgecat-agent-profiles
Expert-level Google Cloud Platform, services, and cloud architecture
This skill should be used when the user asks to 'ask Gemini', 'Gemini review', 'let Gemini check', 'Gemini analysis', 'dual AI', or mentions 'gemini' in any collaborative context…
This skill should be used when the user says "generate CLAUDE.md", "create project config", "setup project files", "generate project configuration", "create CLAUDE.md from plan",…
GitOps tooling expertise for Argo CD and Flux-based continuous delivery
Go development patterns: testing, concurrency, errors, review, and conventions.
GraphQL schema design and optimization with federation support
Expert-level gRPC, Protocol Buffers, microservices communication, and streaming
Systematically QA test a web application and fix bugs found. Runs QA testing, then iteratively fixes bugs in source code, committing each fix atomically and re-verifying.
Hardware-in-the-loop test development and automation expertise
Apache JMeter expertise for enterprise-grade load and performance testing
k6 load testing expertise for performance validation and analysis
Validate Kubernetes manifests for security, best practices, and resource limits
Designs and optimizes Apache Kafka topics and configurations
Expert-level Kotlin development, Android, coroutines, and multiplatform
Generate comprehensive documentation and a browsable wiki for any codebase. Use this skill whenever the user wants to document a repo, generate a wiki, understand architecture,…
Skill for planning and specifying mechanical material tests per ASTM standards
Refactoring guidance with design patterns and code improvement strategies.
Inventory of all network-accessible compute platforms, connection methods, credentials, and specs. Load this skill when a task could benefit from remote execution, offloading, or…
Comprehensive network testing, benchmarking, and performance validation skill
Validate OpenAPI specifications for correctness, security, and best practices
Parallel 3-reviewer code review: Security, Business-Logic, Architecture.
Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and use Python tools — from…
Percy visual testing platform integration for visual regression detection
Arize Phoenix observability platform setup for LLM debugging and evaluation
Deep integration with Playwright for browser automation and end-to-end testing
Scan the codebase for common code smells using threshold-based detection: long methods, god classes, long parameter lists, deep nesting, magic numbers, data clumps, and more.
Port, translate, or migrate source code from one programming language to another using a structured pipeline: inventory → translate → evaluate → fix, looping until 100% accuracy.
Pre-launch quality gate for design and communication assets. Pretest any design or communication asset before it ships: pitch decks, investor presentations, landing pages,…
Skill for propulsion system ground test data acquisition and analysis
Protocol Buffers and gRPC service definition with backward compatibility checks
Expert pytest framework for Python unit, integration, and functional testing
Python quality checks: ruff, pytest, mypy, bandit in deterministic order.
Use this skill when the user wants to do anything on Railway — deploy a service, check logs, wire a database, set environment variables, add a domain, fix a broken deployment,…
Design and implement rate limiting strategies
React Native and Expo best practices for Wythm mobile-app.
Redis backend for conversation state persistence and caching
This skill should be used when the user asks to "refactor context file", "split CLAUDE.md into skills/rules/hooks", "AGENTS.mdを分解", "コンテキストファイルを整理", or wants a single context file…
Executes automated project-wide refactoring with a focus on cross-file optimization. This skill should be used when the user asks for project-wide refactoring, cross-file…
HTTP request/response debugging and inspection tools
This skill should be used when the user asks to "review ruby code", "audit ruby codebase", "find over-engineering in ruby", "simplify ruby classes", "review lib/", or wants to…
This skill should be used when the user asks to "clean my code", "make it human readable", "make this readable", "rewrite this cleanly", "refactor this", "clean up this function",…
RViz configuration and custom visualization for robot development and debugging
Generate mermaid diagrams — flowcharts for architecture, sequence diagrams for interactions. This skill SHOULD be used when the user asks to "create a diagram", "draw an…
Query Shiny framework documentation for building interactive web applications in R. Use this skill proactively when the conversation involves: - Shiny app development (ui, server,…
This skill performs systematic debugging with reproduction, hypotheses, evidence, root cause, fix plan, and regression guard.
This skill should be used for SB-owned deployment orchestration: platform detection, deploy command safety, health checks, rollback readiness, and release evidence.
This skill should be used for SB-orchestrated infrastructure/CI-CD workflow: intel → silver-blast-radius → devops-skill-router → devops-quality-gates (7 dims) → plan → execute (no…
Analyze test failures and CI artifacts to identify and fix bugs — from tools-only/X-Skills
Question-only debugging: guide users to find root causes themselves.