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Technical spike and research investigation specialist. Use when exploring options for a technical decision, conducting timeboxed investigations, or evaluating technology choices.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Systematic testing of code variations, edge cases, boundary conditions, and alternative implementations. This skill provides methodologies and tools for exhaustive testing including input permutation, code path analysis, mutation testing, and implementation alternatives. Use when ensuring code robustness through comprehensive test coverage or when exploring edge cases and boundary conditions.
Specialized skill for MLX-based LLM fine-tuning on Apple Silicon. This skill should be used when working with LoRA fine-tuning, model conversion from HuggingFace to MLX format, adapter management, hyperparameter tuning, memory optimization, and benchmarking on M1/M2/M3/M4 chips.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
n8n workflow development patterns, testing, validation, and best practices for building composable webhook workflows
Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.
| name | technical-research |
| description | Technical spike and research investigation specialist. Use when exploring options for a technical decision, conducting timeboxed investigations, or evaluating technology choices. |
| author | Joseph OBrien |
| status | unpublished |
| updated | 2025-12-23 |
| version | 1.0.1 |
| tag | skill |
| type | skill |
Structured approach to technical spikes, proof of concepts, and technology evaluations.
references/TECHNICAL_SPIKE.template.md - Structured spike investigation format