Menu
Write a concise, high-signal GitHub pull request message that explains intent, impact, and risk
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
ALWAYS use this skill for any question involving Google ADK (Agent Development Kit). This includes: building or configuring agents (LlmAgent, SequentialAgent, LoopAgent, ParallelAgent, custom BaseAgent), writing function tools or connecting MCP/OpenAPI tools, managing sessions/state/memory, multi-agent routing and pipelines, before/after callbacks, streaming with Gemini Live API (run_live, LiveRequestQueue), deploying to Cloud Run or Vertex AI Agent Engine, evaluating agent behavior, A2A protocol, context caching/compression, grounding with Google Search. Trigger on any mention of 'adk', 'google adk', 'agent development kit', 'LlmAgent', 'SequentialAgent', 'LoopAgent', 'AgentTool', 'tool_context', 'InMemorySessionService', 'VertexAiSessionService', or related ADK class/API names — even if the user doesn't call it ADK explicitly.
Detect and remove signs of AI-generated writing from text. Use whenever editing, rewriting, proofreading, or reviewing any text to make it sound more natural and human-written. Trigger this skill when the user asks to "humanize" text, remove AI patterns, make writing less robotic, sound more natural, avoid AI detection, rewrite in a human voice, de-slop text, or improve writing authenticity. Also use proactively when you notice AI writing patterns in text you're producing or editing.
Apple Human Interface Guidelines (HIG) reference for designing iOS, iPadOS, macOS, tvOS, visionOS, watchOS apps. Covers UI components, layout, accessibility, typography, navigation, inputs, and platform technologies. Use when designing Apple platform UIs, reviewing SwiftUI/UIKit patterns, or applying HIG design principles to any app.
Format review comments following the Conventional Comments standard. Use when writing code review comments, PR feedback, RFC reviews, peer reviews, or when the user asks for help with review comments.
Generate commit messages following the Conventional Commits v1.0.0 specification with Angular convention types. Use when creating git commits, writing commit messages, or when the user asks for help with commit messages.
Direct technical advisor mode for counting/estimation and architecture/design
| name | pr-message |
| description | Write a concise, high-signal GitHub pull request message that explains intent, impact, and risk |
| disable-model-invocation | true |
Write a concise, high-signal GitHub pull request message that explains intent, impact, and risk without duplicating information already visible in GitHub.
