Define goals, generate hypotheses, design experiments, and analyze results.
npx skills add https://github.com/GratefulJinx77/tai --skill science-gratefuljinx77
Please help me install this Agent Skill. Skill: Science Source: https://github.com/GratefulJinx77/tai/tree/main/.tai/skills/thinking/Science Command: npx skills add https://github.com/GratefulJinx77/tai --skill science-gratefuljinx77
This Skill provides a systematic framework for problem-solving, ensuring clarity of goals, thorough analysis, and informed decision-making. It's a meta-skill that governs all others.
To define a goal for your project, run the 'define the goal' workflow in the Science skill.
High-intent search queries and answers about installing and using this skill.
To apply the scientific method, define measurable success criteria, formulate multiple hypotheses, design minimum viable experiments, collect data, and analyze results objectively against your goals to refine subsequent iterations.
Designing a minimum viable experiment involves creating targeted tests to validate hypotheses efficiently, establishing clear success criteria, collecting objective data, and performing statistical analysis to measure results and guide further iterations.
Yes, systematic problem-solving is a meta-skill that governs all other domains. It applies evidence-based approaches, goal definition, and experiment design to any complex problem requiring structured analysis and informed decision-making.
The best way to define success criteria is to clearly articulate what success looks like upfront, establishing specific measurable metrics that allow you to objectively evaluate experiment results against your original goal.
You should avoid systematic problem-solving when dealing with purely subjective issues lacking measurable data, or when the overhead of formal experiment design, statistical analysis, and multi-step iteration outweighs the complexity of the problem itself.
yu13130122297Identify uncertainties in research framing, datasets, metrics, and baselines.
augustoheissDesign A/B tests, calculate sample sizes, and run significance testing.
czh-ee-2023Deploy experiments from an experiment plan to GPU resources and collect initial results.
K-Dense-AIApplies epidemiologic reasoning to evaluate medical literature and design trials.
