Asymptotic Notation Calculator
SkillDev toolsAutomated derivation and simplification of Big-O, Big-Omega, and Big-Theta expressions for algorithm analysis
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Details
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What this skill tells your AI
The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/computer-science/skills/asymptotic-notation-calculator/SKILL.md and read by Ahel’s review.
Purpose
Provides expert guidance on analyzing, simplifying, and comparing asymptotic complexity expressions for algorithm analysis.
Capabilities
- Parse and simplify asymptotic expressions
- Compare complexity classes
- Identify dominant terms
- Handle logarithmic, polynomial, and exponential factors
- Generate LaTeX-formatted notation
- Prove asymptotic relationships
Usage Guidelines
- Expression Analysis: Parse complexity expressions into canonical forms
- Simplification: Apply dominance rules to simplify nested expressions
- Comparison: Determine ordering between complexity classes
- Documentation: Generate properly formatted asymptotic notation
- Verification: Prove Big-O, Big-Omega, and Big-Theta relationships
Tools/Libraries
- SymPy
- Symbolic computation
- LaTeX rendering
Signals
- GitHub stars
- 2k
- Forks
- 113
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
asymptotic-notation-calculator- Source
- github.com/a5c-ai/babysitter