aiming-lab
- 5 skills
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- 2 days ago last updated
- ▌ Mixed Precision · aiming-labUse FP16/BF16 mixed precision to accelerate training and reduce memory. Use when optimizing GPU performance.
- ▌ Metabolic Study Planner · aiming-labPlan publishable constraint-based metabolic modelling studies when the user has a broad biological or metabolic-engineering topic but no concrete dataset, organism, model, or hypothesis. Selects feasible BiGG/COBRA models, objectives, perturbations, analyses, metrics, figures, and risk controls before FBA code is generated.
- ▌ Avoid Scope Creep · aiming-labCommon mistake — doing unrequested work (refactoring, adding extra features, cleaning up style) when the user asked for a specific, targeted change. Only change what was explicitly asked.
- ▌ Source Evaluation · aiming-labUse this skill when presenting information from external sources, citing research, or answering factual questions. Assess source credibility and recency before relying on it.
- ▌ Test Before Ship · aiming-labUse this skill when implementing a new feature or fixing a bug. Write or update tests before marking the task done. Never consider code complete without verifying it works through automated tests.