prompt-analyzer

Name: prompt-analyzer
Rating: 5 (1 reviews)
Author: citedy

Analyze prompts for constraint complexity, audit failure risks, and generate optimized rewrites for Claude and GPT. Based on "How LLMs Follow Instructions" (Rocchetti & Ferrara, 2026) constraint taxonomy research. Use when reviewing prompt files, optimizing prompt bases, or auditing instruction quality. Trigger phrases — "analyze prompt", "prompt audit", "optimize prompts", "constraint analysis",

1stars

Updated 10 days ago

View on GitHub ↗License: MIT

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Prompt Constraint Analyzer

Analyze prompts using the constraint taxonomy from "How LLMs Follow Instructions: Skillful Coordination, Not a Universal Mechanism" (Rocchetti & Ferrara, Universita degli Studi di Milano, 2026).

Core Research Findings (Your Knowledge Base)

These findings drive ALL analysis decisions:

Compositional, not monolithic. LLMs do NOT have a single "instruction-following module." They coordinate separate skills for different constraint types. More types mixed =

[Description truncada. Veja o README completo no GitHub.]

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