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Topic: ai

10,359 skills in this topic.

release-bump Use when bumping ralph-orchestrator version for a new release, after fixes are committed and ready to publish
mikeyobrien/ralph-orchestrator 2,448
review-pr Use when asked to review a PR, run a code review loop, or invoke the ralph reviewer against a pull request number or GitHub URL
mikeyobrien/ralph-orchestrator 2,448
test-driven-development Unified TDD skill with three input modes — from spec, from task, or from description. Enforces test-first development using repository patterns, with proptest guidance and backpressure integration.
mikeyobrien/ralph-orchestrator 2,448
tmux-terminal Interactive terminal control via tmux for TUI apps, prompts, and long-running CLI workflows.
mikeyobrien/ralph-orchestrator 2,448
tui-debug-in-pane Use when you need to reproduce or debug TUI rendering issues (garbled output, broken streaming, layout corruption) by running ralph in a tmux split pane and capturing live output.
mikeyobrien/ralph-orchestrator 2,448
tui-validate Validates Terminal User Interface (TUI) output using freeze for screenshot capture and LLM-as-judge for semantic validation. Supports both visual (PNG/SVG) and text-based validation modes.
mikeyobrien/ralph-orchestrator 2,448
complex-test-skill A directory-style test skill for smoke testing
mikeyobrien/ralph-orchestrator 2,448
ralph-hats Create, inspect, validate, explain, and improve Ralph hat collections. Use this skill whenever the user asks to make or refine a `.ralph/hats/*.yml` workflow, debug hat routing, explain event topology, or tune a multi-hat Ralph run.
mikeyobrien/ralph-orchestrator 2,448
ralph-loop Run, monitor, resume, merge, and debug Ralph loops. Use this skill whenever the user asks to operate `ralph run` or `ralph loops`, inspect loop state, recover suspended loops, analyze diagnostics, or unblock merge queue issues.
mikeyobrien/ralph-orchestrator 2,448
playwriter Browser automation via Playwriter (remorses) using persistent Chrome sessions and the full Playwright Page API.
mikeyobrien/ralph-orchestrator 2,448
code-assist Guides implementation of code tasks using test-driven development in an Explore, Plan, Code, Commit workflow. Acts as a Technical Implementation Partner and TDD Coach — following existing patterns, avoiding over-engineering, and producing idiomatic, modern code.
mikeyobrien/ralph-orchestrator 2,448
code-task-generator Generates structured .code-task.md files from descriptions or PDD implementation plans. Auto-detects input type, creates properly formatted tasks with Given-When-Then acceptance criteria.
mikeyobrien/ralph-orchestrator 2,448
evaluate-presets Use when testing Ralph's hat collection presets, validating preset configurations, or auditing the preset library for bugs and UX issues.
mikeyobrien/ralph-orchestrator 2,448
find-code-tasks Lists all code tasks in the repository with their status, dates, and metadata. Useful for getting an overview of pending work or finding specific tasks.
mikeyobrien/ralph-orchestrator 2,448
pdd Transforms a rough idea into a detailed design document with implementation plan. Follows Prompt-Driven Development — iterative requirements clarification, research, design, and planning.
mikeyobrien/ralph-orchestrator 2,448
span-timeline-events Use when adding, modifying, or debugging OTel span timeline events in the trace view. Covers event structure, ClickHouse storage constraints, rendering in SpanTimeline component, admin visibility, and the step-by-step process for adding new events.
triggerdotdev/trigger.dev 14,355
trigger-dev-tasks Use this skill when writing, designing, or optimizing Trigger.dev background tasks and workflows. This includes creating reliable async tasks, implementing AI workflows, setting up scheduled jobs, structuring complex task hierarchies with subtasks, configuring build extensions for tools like ffmpeg or Puppeteer/Playwright, and handling task schemas with Zod validation.
triggerdotdev/trigger.dev 14,355
add-app-to-server This skill should be used when the user asks to "add an app to my MCP server", "add UI to my MCP server", "add a view to my MCP tool", "enrich MCP tools with UI", "add interactive UI to existing server", "add MCP Apps to my server", or needs to add interactive UI capabilities to an existing MCP server that already has tools. Provides guidance for analyzing existing tools and adding MCP Apps UI resources.
modelcontextprotocol/ext-apps 1,985
convert-web-app This skill should be used when the user asks to "add MCP App support to my web app", "turn my web app into a hybrid MCP App", "make my web page work as an MCP App too", "wrap my existing UI as an MCP App", "convert iframe embed to MCP App", "turn my SPA into an MCP App", or needs to add MCP App support to an existing web application while keeping it working standalone. Provides guidance for analyzing existing web apps and creating a hybrid web + MCP App with server-side tool and resource registration.
modelcontextprotocol/ext-apps 1,985
create-mcp-app This skill should be used when the user asks to "create an MCP App", "add a UI to an MCP tool", "build an interactive MCP View", "scaffold an MCP App", or needs guidance on MCP Apps SDK patterns, UI-resource registration, MCP App lifecycle, or host integration. Provides comprehensive guidance for building MCP Apps with interactive UIs.
modelcontextprotocol/ext-apps 1,985
migrate-oai-app This skill should be used when the user asks to "migrate from OpenAI Apps SDK", "convert OpenAI App to MCP", "port from window.openai", "migrate from skybridge", "convert openai/outputTemplate", or needs guidance on converting OpenAI Apps SDK applications to MCP Apps SDK. Provides step-by-step migration guidance with API mapping tables.
modelcontextprotocol/ext-apps 1,985
agent-md-refactor Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organized, linked documentation.
softaworks/agent-toolkit 1,357
backend-to-frontend-handoff-docs Create API handoff documentation for frontend developers. Use when backend work is complete and needs to be documented for frontend integration, or user says 'create handoff', 'document API', 'frontend handoff', or 'API documentation'.
softaworks/agent-toolkit 1,357
c4-architecture Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate context/container/component/deployment diagrams. Triggers include "architecture diagram", "C4 diagram", "system context", "container diagram", "component diagram", "deployment diagram", "document architecture", "visualize architecture".
softaworks/agent-toolkit 1,357