imperative-to-coq-model-extractor

Extract abstract mathematical models from imperative code (C, C++, Python, Java, etc.) suitable for formal reasoning in Coq. Use when the user asks to model imperative code in Coq, create Coq specifications from imperative programs, extract mathematical models for verification, or translate imperative algorithms to Coq for formal reasoning and proof.

1.03x

Quality

82%

Does it follow best practices?

Impact

99%

1.03x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Evaluation results

100%

Warehouse Inventory System — Coq Model Extraction

Type selection and explicit state modeling

Criteria

Without context

With context

Z for signed values

60%

100%

nat for counts

100%

Record for state

100%

State transformation signature

100%

Fixpoint for loop

100%

list for sequences

100%

No implicit mutation

100%

Inductive for enums

100%

Comments present

100%

Coq file produced

100%

Standard library imports

100%

99%

Vending Machine Controller — Coq Formal Model

State machine with inductive types and transition specs

Criteria

Without context

With context

Inductive for machine states

100%

State type in function signatures

100%

No implicit mutation in transitions

100%

Record for compound state

100%

Z or nat type selection

100%

87%

valid_transition Inductive

46%

100%

Pattern matching in transitions

100%

Coq file produced

100%

Comments present

100%

Standard library imports

100%

Running Statistics Tracker — Coq Specification

Formal specifications and loop invariants

Criteria

Without context

With context

Fixpoint for loop

100%

list type for array

100%

Require Import List

100%

Correctness lemma

100%

Loop invariant lemma

100%

Precondition or postcondition lemma

100%

Z type for signed values

100%

nat type for indices

100%

Comments in model

100%

Proof sketches or Admitted

100%

Related lemmas grouped

100%

Repository: ArabelaTso/Skills-4-SE
Commit: 0f00a4f

Evaluated: 29 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Warehouse Inventory System — Coq Model Extraction Vending Machine Controller — Coq Formal Model Running Statistics Tracker — Coq Specification

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