Address and resolve existing review comments on a GitHub pull request.
Fetch, analyze, and resolve SonarQube quality gate failures, code smells, bugs, and coverage gaps.
Turn an idea, problem description, or bug report into a well-formed GitHub issue and create it on GitHub once approved.
Study the feasibility and viability of a proposed feature or architectural change.
Request follow-up work on a specific issue (e.g. bug fixes, additional requirements, visual regression, or debugging) in a new or existing conversation without prior context.
Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community detection, and query/path/explain tools.
Plan a GitHub issue by investigating context and creating a detailed implementation plan. Present it to the user, and post it to the issue as a comment upon approval. No code changes.
Revisit and revise a proposed implementation plan or solution for an issue using a different approach, architecture, or set of libraries, presenting it to the user for approval and updating the GitHub issue.