integrated-reasoning-v2

Select and orchestrate reasoning patterns with weighted scoring across nine strategies.

4|1|Updated Jan 19, 2026

Search Tags:#uncertainty #ToT #meta-orchestration #reasoning-patterns #integrated-reasoning #BoT

Ready to run

npx skills add https://github.com/kimasplund/claude_cognitive_reasoning --skill integrated-reasoning-v2

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: integrated-reasoning-v2
Source: https://github.com/kimasplund/claude_cognitive_reasoning/tree/main/cognitive-skills/integrated-reasoning-v2
Command: npx skills add https://github.com/kimasplund/claude_cognitive_reasoning --skill integrated-reasoning-v2

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Selects and orchestrates optimal reasoning patterns for complex problems, enabling efficient problem solving and better outcomes.

Core Features & Use Cases

Weighted multi-pattern scoring across nine reasoning strategies (ToT, BoT, SRC, HE, AR, DR, AT, RTR, NDF)
Flexible orchestration: sequential, parallel, and nested execution with handover-ready outputs
Uncertainty handling and confidence aggregation for robust decision support
Real-world usage: design a meta-reasoning workflow for multi-pattern planning and validation

Quick Start

Use the integrated-reasoning-v2 skill to determine the optimal reasoning strategy for a complex problem.

Frequently Asked Questions about integrated-reasoning-v2

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

FAQPage Schema

How do I select the best reasoning pattern for a complex problem?▼

To orchestrate optimal reasoning patterns for a complex problem, use weighted multi-dimensional scoring to evaluate nine predefined strategies. This approach selects, sequences, and parallelizes patterns to synthesize confidence and handle uncertainty effectively.

What is meta-orchestration for multi-pattern reasoning?▼

Meta-orchestration for multi-pattern reasoning is the process of coordinating multiple cognitive strategies simultaneously or sequentially. It enables flexible execution, handover protocols, and confidence aggregation across different reasoning patterns to solve complex scenarios.

How do you handle uncertainty during complex reasoning tasks?▼

Handling uncertainty during complex reasoning tasks requires confidence aggregation and robust decision support mechanisms. By applying weighted multi-pattern scoring across various reasoning strategies, you can quantify and mitigate uncertainty throughout the orchestration process.

Can I use Tree of Thoughts and Branch of Trees together in a reasoning workflow?▼

Yes, you can use Tree of Thoughts (ToT) and Branch of Trees (BoT) together through flexible orchestration. This allows for sequential, parallel, or nested execution with handover-ready outputs to validate complex multi-pattern planning.

When do I need integrated reasoning for multi-pattern planning?▼

You need integrated reasoning for multi-pattern planning when facing complex problems that require selecting, sequencing, and synthesizing multiple cognitive strategies. It is essential when validating outcomes across nine predefined reasoning patterns with weighted scoring.

Are there limitations to using fast-path decisions in reasoning orchestration?▼

Fast-path decisions in reasoning orchestration are limited by the complexity of the problem and the need for uncertainty handling. While efficient for straightforward scenarios, complex problems require full weighted multi-dimensional scoring across all nine reasoning strategies for robust confidence synthesis.