ContextAgent
Defined in the context_agent module.Advanced Context Engineering Agent - Comprehensive context generation for AI coding assistants. Implements the Context Engineering methodology from the PRD template: Phase 1: Deep Codebase Analysis (using gitingest, AST analysis, etc.) Phase 2: Pattern Extraction and Documentation Phase 3: Comprehensive PRP Generation Phase 4: Validation Framework Creation Phase 5: Implementation Blueprint Generation This follows the exact principles from the PRD template but adapted for PraisonAI architecture. NEW: Saves every single agent response along the way for complete traceability!
Constructor
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Methods
setup_logging()
Setup comprehensive logging based on debug mode.
setup_output_directories()
Setup all output directories for comprehensive saving.
log_debug()
Enhanced debug logging with optional data.
save_markdown_output()
Save content as markdown file with proper formatting.
save_comprehensive_session_report()
Save a comprehensive markdown report of the entire session (debug mode only).
analyze_codebase_with_gitingest()
Analyze codebase using gitingest for comprehensive understanding.
perform_ast_analysis()
Perform AST (Abstract Syntax Tree) analysis for code patterns.
extract_implementation_patterns()
Extract reusable implementation patterns following PRD methodology.
analyze_test_patterns()
Analyze testing patterns for validation framework creation.
generate_comprehensive_prp()
Generate comprehensive Product Requirements Prompt following PRD template exactly.
create_validation_framework()
Create comprehensive validation framework following PRD methodology.
compile_context_documentation()
Compile all context documentation following PRD methodology.
analyze_integration_points()
Analyze integration points and external dependencies following PRD methodology.
build_implementation_blueprint()
Build detailed implementation blueprint following PRD template.
create_quality_gates()
Create quality gates for validation following PRD methodology.
generate_feature_prp()
Generate a comprehensive PRP for a specific feature request following PRD methodology.
execute_prp()
Execute a PRP following PRD methodology (placeholder for future implementation).
start()
Start Context Engineering analysis with structured input parsing.
get_agent_interaction_summary()
Get summary of all agent interactions.
analyze_codebase()
Protocol-compatible alias for analyze_codebase_with_gitingest.
generate_prp()
Protocol-compatible alias for generate_comprehensive_prp.
create_implementation_blueprint()
Protocol-compatible alias for build_implementation_blueprint.
aanalyze_codebase()
Async version of analyze_codebase.
agenerate_prp()
Async version of generate_prp.
acreate_implementation_blueprint()
Async version of create_implementation_blueprint.