行動開發

Senior Kotlin developer using http4k and functional patterns. Use when writing Kotlin code, implementing features, or working with Gradle projects. Used as a part of the XP skill.

Computational mathematics expert for numerical solutions, approximations, error analysis, and scientific computing

Complete Claude Code plugin development system. PROACTIVELY activate when users want to: (1) Create/build/make plugins with 2025 features (2) Add skills/commands/agents to plugins (3) Package existing code as plugins (4) Publish plugins to marketplace (5) Validate plugin structure (6) Get plugin development guidance Autonomously creates production-ready plugins with proper structure and best practices.

Choose appropriate model for custom agent tasks. Use when selecting between Haiku, Sonnet, and Opus for agents, optimizing cost vs quality tradeoffs, or matching model capability to task complexity.

Systematic approach to diagnosing and fixing failing tests in Rust projects. Use when tests fail and you need to diagnose root causes, fix async/await issues, handle race conditions, or resolve database connection problems.

Business capability modeling using BABOK Business Capability Analysis. Creates hierarchical capability maps (L1-L3) linking strategy to architecture with Mermaid visualization.

Create impact maps using Gojko Adzic's methodology. Structure strategic planning from Goals to Actors to Impacts to Deliverables for clear product roadmaps.

Expert in complex functions, contour integration, residue theory, and conformal mappings

Systematic approach to GitHub release preparation following 2025 best practices for Rust workspace projects

Recursive Meta-Prompting (RMP) implementation with unified categorical syntax. Supports @mode:iterative, @quality: thresholds, >=> Kleisli composition, and comonadic context extraction. Use when implementing iterative prompt improvement, quality-gated generation loops, or applying categorical fixed-point semantics with convergence guarantees.

Plan prototyping approach - fidelity levels, tool selection, prototype types, testing strategies, and design-to-development handoff.

Expert in vector spaces, matrices, linear transformations, eigenvalues, and applications to data science and machine learning

Applied math expert for engineering applications including Fourier analysis, transforms, and practical problem solving

Create comprehensive test strategy documents following IEEE 829 structure. Plan test approach, scope, resources, and success criteria for software projects.

AI-powered PR creation after spec completion. Analyzes spec metadata, git diffs, commit history, and journal entries to generate comprehensive PR descriptions with user approval before creation.

Comprehensive calculus expert covering limits, derivatives, integrals, sequences, series, and multivariable calculus with rigorous proofs and practical applications

Official Swift DocC documentation markup and syntax reference

Comprehensive ethics expert covering virtue ethics, deontology, consequentialism, and applied ethical dilemmas

CPU profiling, benchmarking, and memory analysis for Rust applications. Use when code is slow, memory usage is high, or optimization is needed.

Systematic approach for upgrading packages in the Baseplate monorepo, ensuring consistency between monorepo dependencies and generated project code.