Does this skill support parallel processing?

Yes, UltraThink uses background execution to advance multiple independent reasoning paths simultaneously, which significantly improves throughput when solving complex atoms.

What is Factored Verification in the UltraThink skill?

Factored Verification is a process where claims are broken down into questions answered by verifiers who have zero context of the original claim. This prevents confirmation bias and ensures that research is conducted objectively.

When should I use the UltraThink skill instead of standard Claude?

You should use UltraThink for high-stakes decisions, complex multi-part questions, or whenever you need to 'be thorough' and 'double-check' technical facts or architectural security.

What are the different rigor levels available?

UltraThink offers three levels: Standard (single pass), Thorough (re-solves low confidence atoms), and High-Stakes (maximum rigor for production-critical decisions).

UltraThink Advanced Reasoning

Name: UltraThink Advanced Reasoning
Author: snowmead

bysnowmead

생산성 및 워크플로

Orchestrates complex task solving through isolated atomic reasoning and factored verification to eliminate bias and ensure factual accuracy.

소개

The UltraThink skill empowers Claude to tackle the most intricate problems by breaking them down into a directed acyclic graph (DAG) of atomic questions. It utilizes a sophisticated 'Chain of Verification' (CoV) process where independent verifiers research claims without context of the original hypothesis, effectively preventing cognitive bias. This rigorous framework is essential for high-stakes technical decisions, complex debugging, and architectural planning where precision and verified facts are non-negotiable.

주요 기능

Parallel pipeline execution for high-throughput background processing
Automated cross-checking and synthesis of verified research
Atom of Thoughts (AoT) decomposition for systematic problem solving
Factored Verification to eliminate claim-confirmation bias
Configurable analysis rigor from Standard to High-Stakes depth
0 GitHub stars

사용 사례

Validating complex architectural and security decisions
Synthesizing high-accuracy answers for multi-part research queries
Debugging multi-layered technical issues requiring deep tracing

소개

주요 기능

Parallel pipeline execution for high-throughput background processing
Automated cross-checking and synthesis of verified research
Atom of Thoughts (AoT) decomposition for systematic problem solving
Factored Verification to eliminate claim-confirmation bias
Configurable analysis rigor from Standard to High-Stakes depth
0 GitHub stars

사용 사례

Validating complex architectural and security decisions
Synthesizing high-accuracy answers for multi-part research queries
Debugging multi-layered technical issues requiring deep tracing