Amortized Analysis Assistant

SkillCommerce & finance

Apply amortized analysis techniques including aggregate, accounting, and potential methods

Use Amortized Analysis Assistant in Claude, ChatGPT or Ahel Desktop

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Claude ChatGPT Ahel Desktop

Also: Claude Code · Cursor · Codex

Then ask your AI: use the Amortized Analysis Assistant skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.

No other account needed.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Amortized Analysis AssistantStart free

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/amortized-analysis-assistant/SKILL.md and read by ahel’s review.

Purpose

Provides expert guidance on amortized analysis of data structures and algorithms using multiple analysis techniques.

Capabilities

Aggregate method calculations
Accounting method with credit tracking
Potential function design and verification
Banker's method for persistent data structures
Generate amortized bounds documentation
Handle complex operation sequences

Usage Guidelines

Method Selection: Choose appropriate amortized analysis method
Potential Design: Design potential function for potential method
Credit Tracking: Track credits for accounting method
Bound Derivation: Derive amortized cost bounds
Documentation: Generate clear analysis documentation

Tools/Libraries

Symbolic computation
LaTeX documentation
Proof assistants

Signals

GitHub stars: 2k
Forks: 112
Last commit: Sep 2026

Advanced

Item type: skill
Key: amortized-analysis-assistant
Source: github.com/a5c-ai/babysitter

github.com/a5c-ai/babysitter