// Answer questions about the Vortex codebase or pull requests. Use when asked a question via "/query" or when the user wants to understand code, architecture, behavior, or implementation details.
| name | query |
| description | Answer questions about the Vortex codebase or pull requests. Use when asked a question via "/query" or when the user wants to understand code, architecture, behavior, or implementation details. |
Answer questions about the Vortex project, its pull requests, and its implementation.
vortex-array defines the core array traits, dtype system, canonical arrays, and base
encodings.vortex-buffer owns aligned zero-copy buffers.vortex-file and vortex-layout implement file and layout reading.encodings/* contains specialized compressed encodings.AGENTS.md and any closer scoped AGENTS.md before relying on conventions.rg and targeted file reads to identify the relevant crate, module, and tests.Review Vortex pull requests for correctness, Rust soundness, performance, API compatibility, and test coverage. Use when reviewing PRs, reviewing code changes, or when the user mentions "/pr-review".
Iterate on Vortex vx-bench query performance with benchmark comparisons, engine-specific benchmark flags, RUST_LOG/tracing/metrics/explain output, and Samply profiles. Use when optimizing or investigating a vx-bench query, benchmark regression, engine/format comparison, or Vortex benchmark hotspot.
Analyze Samply Firefox-profiler output, record focused profiles, summarize hot threads/stacks, inspect symbolication, and compare profile evidence before and after a performance change.
Analyze Vortex GitHub Actions CI failures. Use when asked to investigate failed CI runs, failed jobs, or when the user mentions "/ci-failure-analysis".