Guide selection between code-reasoning and shannon-thinking MCP tools by problem type.
npx skills add https://github.com/DxTa/dotfiles --skill reasoning-tools
Please help me install this Agent Skill. Skill: reasoning-tools Source: https://github.com/DxTa/dotfiles/tree/main/opencode/skills/core/reasoning-tools Command: npx skills add https://github.com/DxTa/dotfiles --skill reasoning-tools
This Skill helps you select the most effective AI reasoning tool (code-reasoning vs. shannon-thinking) for your specific problem-solving needs, ensuring efficient and accurate outcomes.
shannon-thinking for its structured approach to constraints and modeling, rather than code-reasoning which is better suited for iterative debugging.Use the reasoning-tools skill to decide whether to use code-reasoning or shannon-thinking for debugging a complex API.
High-intent search queries and answers about installing and using this skill.
Use iterative code-reasoning for complex debugging tasks like API tracing, and apply structured analytical thinking when you need formal system design and root cause analysis. This decision framework guides you to the correct AI paradigm based on your specific problem type.
To choose the right AI reasoning tool for system design, use a decision framework to evaluate problem constraints. It directs you to structured analytical thinking for modeling constraints, rather than iterative code reasoning which targets iterative debugging scenarios.
Code-reasoning focuses on iterative code-focused thinking for tasks like debugging, while shannon-thinking provides structured, analytical thinking for formal system design. A comparative analysis table highlights their distinct strengths for various problem-solving scenarios.
Yes, this decision framework supports both root cause analysis and complex API debugging. It provides a clear question-based guide to route root cause analysis to structured analytical thinking and API debugging to iterative code reasoning.
No, this reasoning tool selector requires no external dependencies. It operates as a standalone decision framework, utilizing comparative tables and practical examples to guide your AI paradigm selection without environmental setup.
igeligelAssess free marketing tool feasibility for lead generation and SEO.
chef0111Break down complex problems into sequential reasoning steps with revision and branching.
htafollaManage and execute multi-stage data processing pipelines in node.js environments.
yfyang86Generate decision analysis insights using Herbert Simon's bounded rationality framework.