القائمة
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.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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.
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.
Use UV for Python dependency management. Use when setting up Python projects, creating Dockerfiles for Python apps, or managing dependencies & `pyproject.toml` files. UV provides deterministic resolution, speed, and reproducibility.
| status | DEPRECATED |
| deprecated_in | 2026-01-20 |
| name | brainstorming |
| description | 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. |
| user-invocable | true |
Help turn ideas into fully formed designs and specs through natural collaborative dialogue.
Start by understanding the current project context, then ask questions one at a time to refine the idea. Once you understand what you're building, present the design in small sections (200-300 words), checking after each section whether it looks right so far.
Understanding the idea:
Exploring approaches:
Presenting the design:
Documentation:
docs/plans/YYYY-MM-DD-<topic>-design.mdImplementation (if continuing):