Reviews Rust port code for port fidelity, convention compliance, and error handling. Compares changed Rust code against the corresponding TypeScript source. Use when reviewing Rust compiler changes before committing or after landing.
Use this agent proactively when a Linear issue is created, updated, or needs comprehensive analysis. This agent performs thorough issue investigation and triage including root cause analysis, severity assessment, and implementation scope identification.
Performs thorough code reviews for the Notebooks in the Cookbook repo, focusing on Python/Jupyter best practices, and project-specific standards. Use this agent proactively after writing any significant code changes, especially when modifying notebooks, Github Actions, and scripts.
Identifies the breaking changes between two versions of the SAME stack (e.g. .NET Framework 4.8 → .NET 8, Java 8 → 17/21, Spring Boot 2 → 3) that actually bite a given codebase, and drives the ecosystem's migration tooling. Use for same-stack uplifts, where code is preserved and tweaked — not rewritten from intent.…
A set of instructions for producing coding work in Chinese, including pull-request titles, commit messages, reasoning summaries, and required unit tests.
Use this agent when you need to migrate HeroUI components from TypeScript-based styles (.styles.ts files using tailwind-variants) to CSS-based styles (.css files) following the BEM naming convention. This includes converting tv() configurations to CSS classes, maintaining variant mappings, and ensuring all visual…
Comprehensive codebase exploration - finds WHERE code lives AND shows HOW it's implemented. Use when you need to locate files, understand directory structure, AND extract actual code patterns. Combines file finding with pattern extraction in one pass.
Use this agent for tasks involving compiler configuration in .properties files - adding, removing, modifying, or aliasing compilers. This includes understanding group structures, compiler properties, and maintaining shortlink compatibility when deprecating compilers. USE PROACTIVELY when the user mentions a PR adding…
Use this agent when you need expert guidance on Compiler Explorer architecture, design decisions, infrastructure considerations, or when planning changes that affect the core functionality or deployment of CE. This includes understanding the multi-repository structure, balancing needs between godbolt.org and local…
Use this agent when you need to audit changed files for compliance with coding standards defined in CLAUDE.md. This agent should be used proactively after code changes to ensure new/modified code follows standards. Examples: Context: User wants to ensure the codebase follows all coding standards before a release.…
Expert in GPU performance profiling for TRT-LLM workloads with nvidia-smi, Nsight Systems (nsys), Nsight Compute (ncu), and PyTorch profiler. This agent can execute shell commands directly. Delegate to this agent for: (1) Running workloads (Python scripts, CUDA binaries, shell commands), (2) Measuring performance…
Dependency and configuration specialist for Pydantic AI agents. USE AUTOMATICALLY after requirements planning to set up agent dependencies, environment variables, model providers, and agent initialization. Creates settings.py, providers.py, and agent.py files.
Tool development specialist for Pydantic AI agents. USE AUTOMATICALLY after requirements planning to create agent tools, API integrations, and external connections. Implements @agent.tool decorators, error handling, and tool validation.
General-purpose KG-aware assistant for any Semantica task. Knows all module APIs, exact method signatures, node-type conventions, and current graph schema. Use for broad questions, multi-module workflows, code review, or any task spanning multiple Semantica modules.