sequentialthinking

Guide structured, iterative problem-solving with explicit thinking steps and branching.

Updated Dec 26, 2025

Search Tags:#branching #problem-solving #edge-cases #sequential-thinking #iterative-thinking #thinking-tracking

Ready to run

npx skills add https://github.com/raphaelmansuy/machine-learning-feature-selection --skill sequentialthinking

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: sequentialthinking
Source: https://github.com/raphaelmansuy/machine-learning-feature-selection/tree/main/.github/skills/sequentialthinking
Command: npx skills add https://github.com/raphaelmansuy/machine-learning-feature-selection --skill sequentialthinking

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill guides users through structured, iterative problem-solving to break down complex tasks, ensuring thorough analysis and robust reasoning before acting.

Core Features & Use Cases

Structured thinking workflow that decomposes tasks into clear steps.
Iterative refinement with revision markers to capture changing assumptions.
Edge-case discovery and validation through branching and explicit thought tracking.

Quick Start

To use this skill, prompt the AI to outline the problem, then iteratively expand steps, mark revisions when assumptions change, and validate outcomes before proceeding.

Frequently Asked Questions about sequentialthinking

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I break down complex problems using structured thinking?▼

Structured thinking decomposes complex problems into clear, iterative steps using explicit thought tracking and revision markers to capture changing assumptions.

What is the best way to handle ambiguous requirements and edge cases?▼

Handling ambiguous requirements involves applying iterative refinement and branching to discover edge cases, validating outcomes through explicit thinking steps before proceeding.

How do I track changing assumptions during iterative problem-solving?▼

Tracking changing assumptions requires using revision markers within an iterative problem-solving workflow to explicitly capture and update reasoning as tasks expand.

Can I use sequential thinking for multi-step task design decisions without external tools?▼

Sequential thinking applies to multi-step task design decisions without external tools by relying on explicit thinking steps, revision markers, and branching to capture reasoning.

Does iterative thinking work for validating edge cases in complex tasks?▼

Iterative thinking works for validating edge cases by decomposing complex tasks into structured steps and using branching to thoroughly analyze potential outcomes before acting.

Why use branching to validate outcomes in structured problem-solving?▼

Branching validates outcomes in structured problem-solving by capturing distinct reasoning paths, ensuring thorough analysis of edge cases and preventing mistakes in complex design decisions.