-
Notifications
You must be signed in to change notification settings - Fork 2
Closed
Labels
documentationImprovements or additions to documentationImprovements or additions to documentationenhancementNew feature or requestNew feature or request
Description
Overview
Implement an execution simulator that uses LLM to trace code execution paths without actually running the code. This enables validation of documentation examples by simulating their behavior.
Background
This enhancement supports ADR-010: Executable Documentation Examples from the DocuMCP Orchestrator project. The execution simulator will work with the Call Graph Builder (Issue #72) to trace execution paths through code examples.
Requirements
Core Functionality
- Simulate function calls using LLM reasoning
- Track variable states through execution paths
- Identify potential runtime errors (null refs, type mismatches)
- Generate execution traces for documentation validation
Integration Points
- Consume call graphs from the Call Graph Builder
- Integrate with existing
validateCodeExamples()invalidate-content.ts - Provide results to drift detection system
Pydantic Models (from ADR-010)
class ExecutionTrace(BaseModel):
"""Trace of simulated code execution."""
example_id: str
entry_point: str
execution_steps: List[ExecutionStep]
variables_accessed: Dict[str, VariableState]
potential_issues: List[str]
confidence_score: float
class ExecutionStep(BaseModel):
"""Single step in execution trace."""
line_number: int
operation: str
state_changes: Dict[str, Any]
calls_made: List[str]Acceptance Criteria
- LLM can simulate execution of TypeScript/JavaScript code examples
- Identifies unreachable code paths
- Detects potential null/undefined access
- Provides confidence scores for simulation accuracy
- Integrates with existing validation pipeline
Dependencies
- Requires: Issue feat: Add LLM integration layer for semantic code analysis #71 (LLM Integration Layer)
- Requires: Issue feat: Add call graph builder for execution path tracing #72 (Call Graph Builder)
Related
- ADR-010: Executable Documentation Examples
src/tools/validate-content.ts- existing validation infrastructure
Reactions are currently unavailable
Metadata
Metadata
Assignees
Labels
documentationImprovements or additions to documentationImprovements or additions to documentationenhancementNew feature or requestNew feature or request