Approximation Ratio Calculator
SkillDev toolsAnalyze and prove approximation ratios for optimization algorithms
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
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Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Approximation Ratio Calculator skill
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/approximation-ratio-calculator/SKILL.md and read by ahel’s review.
Purpose
Provides expert guidance on analyzing approximation algorithms and proving approximation guarantees.
Capabilities
- LP relaxation analysis
- Integrality gap computation
- Randomized rounding analysis
- Approximation factor derivation
- PTAS/FPTAS feasibility assessment
- Inapproximability results analysis
Usage Guidelines
- Problem Setup: Formalize the optimization problem
- LP Relaxation: Construct and analyze LP relaxation
- Rounding Design: Design rounding scheme
- Ratio Proof: Prove approximation ratio
- Gap Analysis: Analyze integrality gap
Tools/Libraries
- LP/ILP solvers
- Symbolic computation
- Proof assistants
Signals
- GitHub stars
- 2k
- Forks
- 112
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
approximation-ratio-calculator- Source
- github.com/a5c-ai/babysitter