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loop-invariant-generator

loop-invariant-generator

Automatically generate and verify loop invariants for algorithm correctness proofs

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name: loop-invariant-generator description: Automatically generate and verify loop invariants for algorithm correctness proofs allowed-tools:

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  • Grep metadata: specialization: computer-science domain: science category: algorithm-analysis phase: 6 graph: domains: [domain:computer-science] specializations: [specialization:theoretical-computer-science] skillAreas: [skill-area:compiler-implementation, skill-area:mathematical-reasoning, skill-area:language-design] workflows: [workflow:research-grant-lifecycle] roles: [role:computational-scientist, role:research-scientist]

Loop Invariant Generator

Purpose

Provides expert guidance on generating and verifying loop invariants for algorithm correctness proofs using formal methods.

Capabilities

  • Infer candidate loop invariants from code structure
  • Verify initialization, maintenance, and termination conditions
  • Generate formal proof templates
  • Handle nested loops and complex data structures
  • Export to theorem provers (Dafny, Why3)
  • Suggest invariant strengthening

Usage Guidelines

  1. Code Analysis: Analyze loop structure and identify key properties
  2. Candidate Generation: Generate candidate invariants from code patterns
  3. Verification: Check initialization, maintenance, termination
  4. Strengthening: Refine invariants to prove desired properties
  5. Export: Generate proof obligations for theorem provers

Tools/Libraries

  • Dafny
  • Why3
  • SMT solvers (Z3, CVC5)
  • Static analysis frameworks
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