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name: sequential-thinking description: Use for atypically complex problems requiring explicit step-by-step reasoning. Skill autonomously decides if sequential-thinking MCP overhead is justified based on problem complexity.

Sequential Thinking

Overview

Use sequential-thinking MCP tool for problems with atypical complexity requiring explicit reasoning paths. The skill autonomously assesses whether MCP overhead provides value.

When to Consider Sequential-Thinking MCP

Activate this skill for:

• Multi-layered architectural decisions with significant tradeoffs
• Complex debugging across multiple interacting systems
• Problems with circular dependencies or non-obvious root causes
• Design decisions requiring exploration of alternative approaches
• Race conditions, deadlocks, or timing-sensitive bugs
• Performance bottlenecks with unclear origins

Decision Criteria

Use sequential-thinking MCP when:

• Problem requires branching into alternative reasoning paths that should be tracked
• Assumptions need revision as new information emerges
• Multiple interdependent factors must be balanced simultaneously
• High-stakes decision needs documented reasoning trail
• Genuinely uncertain and need systematic exploration

Skip sequential-thinking MCP when:

• Problem is complex but straightforward (linear debugging)
• Built-in reasoning suffices
• Task is primarily execution rather than analysis
• Overhead not justified by complexity
• Approach is clear, just needs implementation

Usage

Silently assess problem complexity. Only invoke sequential-thinking MCP if explicit step tracking adds material value. Default to built-in reasoning for most tasks.

Do not announce use of the tool unless relevant to user.