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Use when assessing risk of bias or study quality. Covers RoB 2 for RCTs, Newcastle-Ottawa Scale for cohorts, ROBINS-I for non-randomized interventions, and QUADAS-2 for diagnostic studies. Invoke for quality assessment.
Use `discord` to manage messages, reactions, threads, polls, and moderation. You can disable groups via `discord.actions.*` (defaults to enabled, except roles/moderation). The tool uses the bot token configured for OpenClaw.
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
k3d Kubernetes cluster management - lightweight k3s clusters running in Podman containers on the bazzite-ai network. Supports GPU passthrough, multi-instance, and service discovery with other bazzite-ai pods. Use when users need to run Kubernetes wor...
Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.
Use when the user mentions Jira issues (e.g., "PROJ-123"), asks about tickets, wants to create/view/update issues, check sprint status, or manage their Jira workflow. Triggers on keywords like "jira", "issue", "ticket", "sprint", "backlog", or issue...
Shell script workflow guidelines. Activate when working with shell scripts (.sh), bash scripts, or shell-specific tooling like shellcheck, shfmt.
Use when a plan, PRD, or spec has vague requirements, undefined terms, or missing details - conducts structured interview using AskUserQuestion to surface hidden assumptions, challenge ambiguities, and produce implementation-ready specs. Also use pro...
Serena MCP expert for efficient code editing and analysis. Use when starting projects, editing code, or refactoring. Prioritize symbol-based operations over full-file reads.
Analyzes and optimizes content for search engine visibility. Use when reviewing blog posts for SEO, optimizing landing pages, checking meta descriptions, analyzing keyword usage, or improving content discoverability. Triggers include "optimize for SE...
Connection skill for Google Sheets MCP integration. Provides guidance on spreadsheet ID extraction, tool chaining, and avoiding common hallucination patterns. Use when searching sheets, listing tables, or reading data.
Strategic guidance for adding WebMCP to web applications. Use when the user wants to make their web app AI-accessible, create LLM tools for their UI, or enable browser automation through MCP. Focuses on design principles, tool architecture, and testi...
Review database operations, migrations, and data persistence. Analyzes query safety, migration rollback, transaction boundaries, and data integrity. Use when reviewing migrations, models, repositories, or database queries.
Review API contracts, breaking changes, and interface consistency. Analyzes REST/RPC endpoints, event schemas, versioning, and backward compatibility. Use when reviewing public interfaces, API routes, or service contracts.
ISTQB Foundation Level (CTFL) aligned QA toolkit for manual and automated testing. Use when asked to create test plans, test strategies, test conditions, test cases, bug reports, defect logs, regression suites, traceability matrices, or exploratory c...
Comprehensive guide for building AI agents using ToolLoopAgent, workflow patterns, and AI SDK UI components (useChat, generative UIs, tool calling)
Jenkins CLI for controllers. Use when users need to manage jobs, pipelines, runs, logs, artifacts, credentials, nodes, or queues in Jenkins. Triggers include "jenkins", "jk", "pipeline", "build", "run logs", "job list", "jenkins credentials", "jenkin...
Write and review high-performance React Native animations and 2D graphics using react-native-reanimated (v4+) and @shopify/react-native-skia (Canvas scenes, runtime effects/shaders). Use for: gesture-driven interactions, spring/timing transitions, la...
X/Twitter CLI for reading, searching, posting, and engagement via cookies.
This skill should be used when the user asks to "create an MCP server", "build MCP tools", "define MCP prompts", "register MCP resources", "implement Model Context Protocol", or mentions the mcp gem, MCP::Server, MCP::Tool, JSON-RPC transport, stdio...
Manage Glide app access, privacy, authentication, and publishing. Use when configuring who can access an app, setting up sign-in methods, publishing apps, inviting users, or configuring Row Owners for data security.
Writing standards for code comments, documentation, specs, PRDs, and team communication. Applies RFC 2119 requirement language and token-efficient writing.
This skill should be used when the user asks about "React Query with forms", "form submission with useMutation", "form state vs server state", "defaultValue from query", "form reset after mutation", "double submit prevention", or needs guidance on in...
This skill should be used when the user asks about "type-safe React Query", "queryOptions typing", "Zod validation", "TypeScript with TanStack Query", "generic useQuery", "DataTag", "infer query types", or needs guidance on type safety patterns, runt...
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