Legacy Code Interpreter Skill

SkillDocs & knowledge

Understand and document legacy code behavior through deep analysis and behavior characterization

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

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 Legacy Code Interpreter Skill skill

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/code-migration-modernization/skills/legacy-code-interpreter/SKILL.md and read by ahel’s review.

Deep analysis and interpretation of legacy code to understand undocumented behavior, extract business logic, and characterize system functionality.

Purpose

Enable legacy code understanding for:

  • Business logic extraction
  • Undocumented feature discovery
  • Behavior characterization
  • Migration planning
  • Knowledge preservation

Capabilities

1. Business Logic Extraction

  • Parse conditional logic
  • Extract calculation formulas
  • Identify validation rules
  • Document decision trees

2. Undocumented Feature Discovery

  • Find hidden functionality
  • Identify feature flags
  • Discover Easter eggs
  • Map admin features

3. Control Flow Analysis

  • Trace execution paths
  • Map state machines
  • Identify loops and recursion
  • Document entry points

4. Data Flow Tracking

  • Trace data transformations
  • Map input to output
  • Identify side effects
  • Document state changes

5. Side Effect Identification

  • Find external calls
  • Identify I/O operations
  • Map database operations
  • Document messaging

6. Behavior Characterization

  • Create behavior summaries
  • Generate pseudo-code
  • Document edge cases
  • Map error handling

Tool Integrations

ToolPurposeIntegration Method
Understand (SciTools)Deep analysisCLI / API
LattixArchitecture analysisCLI
CodeSceneBehavioral analysisAPI
SourcetrailCode explorationCLI
ast-grepPattern matchingMCP / CLI

Output Schema

{
  "analysisId": "string",
  "timestamp": "ISO8601",
  "interpretation": {
    "businessLogic": [
      {
        "name": "string",
        "location": "string",
        "description": "string",
        "pseudoCode": "string",
        "inputs": [],
        "outputs": [],
        "sideEffects": []
      }
    ],
    "controlFlow": {
      "entryPoints": [],
      "stateMachines": [],
      "criticalPaths": []
    },
    "dataFlow": {
      "transformations": [],
      "stateChanges": []
    },
    "undocumented": []
  }
}

Integration with Migration Processes

  • legacy-codebase-assessment: Primary interpretation tool
  • migration-planning-roadmap: Knowledge source

Related Skills

  • static-code-analyzer: Structural analysis
  • knowledge-extractor: Documentation mining

Related Agents

  • legacy-system-archaeologist: Uses for excavation

Signals

GitHub stars
2k
Forks
112
Last commit
Sep 2026
Advanced
Item type
skill
Key
legacy-code-interpreter
Source
github.com/a5c-ai/babysitter