Computational Reasoning
CommunityAlgorithmic thinking for engineering decisions.
Software Engineering#algorithm#complexity#graphs#memoization#data-structures#numerical-precision#dynamic-programming
Authormelissa-pereira-deel
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Computational reasoning helps engineers decide which data structures, algorithms, and numerical practices maximize performance and reliability, reducing guesswork in engineering trade-offs.
Core Features & Use Cases
- Data-structure selection guidance for given access patterns and scale.
- Graph algorithm intuition for topological sorts, traversals, and path finding in production.
- Numerical discipline guidance on precision, rounding, and deterministic results.
- DP & memoization patterns for optimizing recursive workloads and iterative solutions.
- Decision guardrails to surface trade-offs and failure modes in engineering decisions.
Quick Start
Explain, for a given problem, which data structure and algorithm approach to use, and outline memoization or DP strategies to optimize performance.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Computational Reasoning Download link: https://github.com/melissa-pereira-deel/creative-technologist-agent/archive/main.zip#computational-reasoning Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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