By name: sequential-thinking description: >- Apply structured, reflective problem-solving for complex tasks requiring multi-step analysis and revision. Use for complex decomposition or when you need to think step by step. version: 1.0.0 license: MIT
Sequential Thinking
Activate this skill for complex problems requiring structured, step-by-step reasoning.
When to Use
- Complex data pipeline decomposition
- Multi-step ML experiment design
- Debugging model performance issues
- Architecture decisions with many trade-offs
- Hypothesis-driven data investigation
Process
- State the problem clearly in one sentence
- Identify what you know and what you need to find out
- Break into sequential steps, each building on the previous
- At each step, validate assumptions before proceeding
- If a step reveals new information, revise earlier conclusions
- Summarize findings and recommended action
Rules
- Each step must be independently verifiable
- Revise earlier steps when new evidence contradicts them
- State confidence level at each step
- Identify decision points and their trade-offs
- Keep the chain of reasoning visible and traceable