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sequential-thinking

Use when complex problems require systematic step-by-step reasoning with ability to revise thoughts, branch into alternative approaches, or dynamically adjust scope. Ideal for multi-stage analysis, design planning, problem decomposition, or tasks with initially unclear scope.

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mrgoonie/claudekit-skills
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SKILL.md (original)

Review the instructions the agent will receive before you install.

Sequential Thinking

Enables structured problem-solving through iterative reasoning with revision and branching capabilities.

Core Capabilities

  • Iterative reasoning: Break complex problems into sequential thought steps
  • Dynamic scope: Adjust total thought count as understanding evolves
  • Revision tracking: Reconsider and modify previous conclusions
  • Branch exploration: Explore alternative reasoning paths from any point
  • Maintained context: Keep track of reasoning chain throughout analysis

When to Use

Use mcp__reasoning__sequentialthinking when:

  • Problem requires multiple interconnected reasoning steps
  • Initial scope or approach is uncertain
  • Need to filter through complexity to find core issues
  • May need to backtrack or revise earlier conclusions
  • Want to explore alternative solution paths

Don't use for: Simple queries, direct facts, or single-step tasks.

Basic Usage

The MCP tool mcp__reasoning__sequentialthinking accepts these parameters:

Required Parameters

  • thought (string): Current reasoning step
  • nextThoughtNeeded (boolean): Whether more reasoning is needed
  • thoughtNumber (integer): Current step number (starts at 1)
  • totalThoughts (integer): Estimated total steps needed

Optional Parameters

  • isRevision (boolean): Indicates this revises previous thinking
  • revisesThought (integer): Which thought number is being reconsidered
  • branchFromThought (integer): Thought number to branch from
  • branchId (string): Identifier for this reasoning branch

Workflow Pattern

1. Start with initial thought (thoughtNumber: 1)
2. For each step:
   - Express current reasoning in `thought`
   - Estimate remaining work via `totalThoughts` (adjust dynamically)
   - Set `nextThoughtNeeded: true` to continue
3. When reaching conclusion, set `nextThoughtNeeded: false`

Simple Example

// First thought
{
  thought: "Problem involves optimizing database queries. Need to identify bottlenecks first.",
  thoughtNumber: 1,
  totalThoughts: 5,
  nextThoughtNeeded: true
}

// Second thought
{
  thought: "Analyzing query patterns reveals N+1 problem in user fetches.",
  thoughtNumber: 2,
  totalThoughts: 6, // Adjusted scope
  nextThoughtNeeded: true
}

// ... continue until done

Advanced Features

For revision patterns, branching strategies, and complex workflows, see:

Tips

  • Start with rough estimate for totalThoughts, refine as you progress
  • Use revision when assumptions prove incorrect
  • Branch when multiple approaches seem viable
  • Express uncertainty explicitly in thoughts
  • Adjust scope freely - accuracy matters less than progress visibility

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