Manual user-testing (QA) step for an OpenSpec change. Use after review, before archive, when the user wants to test the feature manually as a user. Generates a qa.md with user-facing test scenarios, prepares the environment, and hands off to Plannotator for annotation.
Review, triage, and resolve PR review comments. Use when user asks to check PR comments, address review feedback, fix issues raised in review, reply to reviewers, or resolve review threads.
Visit a webpage and extract its content as markdown, or fetch images. Use for reading articles, documentation, or any web page content. Handles both HTML pages (via Jina Reader) and image URLs (downloads and saves locally).
Web search using Jina Search API. Returns search results with titles, URLs, and descriptions. Use for finding documentation, facts, current information, or any web content. Lightweight, no browser required.
Entity-aware code change analysis using the pi-sem tools. Use when the user asks what changed, wants blast radius or affected tests, needs focused context for a function/class, wants review help on a commit/branch/PR, or asks to compare semantic diff with raw git diff. Prefer sem_context and sem_impact; use sem_diff selectively for summaries and reviews.