Agent changes

Sources/Dumpling/dumpling_fuzzilli.patch

@@ -14,7 +14,6 @@ index 05e5dc1..540b552 100644
 
          .target(name: "FuzzilliCli",
                  dependencies: ["Fuzzilli"]),
--
 -        .target(name: "FuzzILTool",
 +        
 +        .target(name: "RelateTool",

Sources/FatherOfGeorge/BaseAgent.py

@@ -8,7 +8,7 @@
 from smolagents import LiteLLMModel, ToolCallingAgent
 
 
-class Agent(ABC):
+class Agent(ABC): #a
     """Base class for AI agents."""
 
     def __init__(self, model: LiteLLMModel, api_key: str = None, anthropic_api_key: str = None):
@@ -115,87 +115,3 @@ def _create_task_prompt(self, task_description: str, context: dict = None) -> st
             prompt += "\n"
 
         return prompt
-
-
-# Tool definitions for different agent types
-def get_manager_tools():
-    """Tools available to manager agents."""
-    return [
-        # TODO: Add manager-specific tools
-        # - orchestrate_subagents
-        # - collect_results
-        # - make_decisions
-        # - validate_outputs
-    ]
-
-def get_code_analysis_tools():
-    """Tools available to code analysis agents."""
-    return [
-        # TODO: Add code analysis tools
-        # - analyze_syntax
-        # - analyze_semantics
-        # - extract_patterns
-        # - identify_vulnerabilities
-    ]
-
-def get_retrieval_tools():
-    """Tools available to retrieval agents."""
-    return [
-        # TODO: Add retrieval tools
-        # - query_rag_db
-        # - search_vector_db
-        # - retrieve_context
-        # - validate_information
-    ]
-
-def get_v8_search_tools():
-    """Tools available to V8 search agents."""
-    return [
-        # TODO: Add V8 search tools
-        # - fuzzy_find
-        # - regex_search
-        # - compile_with_clang
-        # - test_with_python
-        # - view_call_graph
-        # - web_search
-    ]
-
-def get_program_builder_tools():
-    """Tools available to program builder agents."""
-    return [
-        # TODO: Add program builder tools
-        # - query_postgres_db
-        # - generate_seed_program
-        # - combine_contexts
-        # - validate_syntax
-    ]
-
-def get_corpus_generation_tools():
-    """Tools available to corpus generation agents."""
-    return [
-        # TODO: Add corpus generation tools
-        # - validate_syntax
-        # - validate_semantics
-        # - test_program
-        # - evaluate_interestingness
-    ]
-
-def get_runtime_analysis_tools():
-    """Tools available to runtime analysis agents."""
-    return [
-        # TODO: Add runtime analysis tools
-        # - analyze_execution_state
-        # - check_coverage
-        # - evaluate_flags
-        # - determine_seed_quality
-    ]
-
-def get_validation_tools():
-    """Tools available to validation agents."""
-    return [
-        # TODO: Add validation tools
-        # - validate_corpus
-        # - check_db_integrity
-        # - verify_results
-        # - quality_assurance
-    ]

Sources/FatherOfGeorge/GeorgeForeman.py → Sources/FatherOfGeorge/EBG.py

@@ -1,33 +1,34 @@
 #!/usr/bin/env python3
 '''
-Child of the Father of George. Thus, George.
+Ethiopian BG
 L1 Manager Agent - Verification and Testing Coordinator
 '''
 
 from smolagents import LiteLLMModel, ToolCallingAgent
-from BaseAgent import Agent, get_manager_tools, get_corpus_generation_tools, get_runtime_analysis_tools, get_validation_tools, get_code_analysis_tools
+from BaseAgent import Agent
 
 
-class George(Agent):
+class EBG(Agent): #a
     """Verify and test seeds."""
 
     def setup_agents(self):
         # L3 Worker: Code Analyzer (under RuntimeAnalyzer)
         self.agents['code_analyzer'] = ToolCallingAgent(
             name="CodeAnalyzer",
             description="L3 Worker responsible for analyzing code patterns, vulnerabilities, and specific components for runtime analysis",
-            tools=get_code_analysis_tools(),
+            tools=[],
             model=LiteLLMModel(model_id="gpt-5", api_key=self.api_key),
             managed_agents=[],
             max_steps=8,  # Fewer steps than L1 CodeAnalyzer
             planning_interval=None,
         )
+        #self.agents['vuln_analysis_agent'].prompt_templates["system_prompt"] = self.get_prompt("code_analysis_prompt") # and similar for other agents
 
         # L2 Worker: Corpus Generator (under George)
         self.agents['corpus_generator'] = ToolCallingAgent(
             name="CorpusGenerator",
             description="L2 Worker responsible for generating seeds from the corpus and validating syntax/semantics",
-            tools=get_corpus_generation_tools(),
+            tools=[],
             model=LiteLLMModel(model_id="gpt-5", api_key=self.api_key),
             managed_agents=[],
             max_steps=10,
@@ -38,7 +39,7 @@ def setup_agents(self):
         self.agents['runtime_analyzer'] = ToolCallingAgent(
             name="RuntimeAnalyzer",
             description="L2 Manager responsible for analyzing program runtime, coverage, and execution state",
-            tools=get_runtime_analysis_tools(),
+            tools=[],
             model=LiteLLMModel(model_id="gpt-5", api_key=self.api_key),
             managed_agents=[
                 self.agents['code_analyzer']
@@ -51,7 +52,7 @@ def setup_agents(self):
         self.agents['corpus_validator'] = ToolCallingAgent(
             name="CorpusValidator",
             description="L2 Worker responsible for validating corpus integrity and quality",
-            tools=get_validation_tools(),
+            tools=[],
             model=LiteLLMModel(model_id="gpt-5", api_key=self.api_key),
             managed_agents=[],
             max_steps=8,
@@ -62,7 +63,7 @@ def setup_agents(self):
         self.agents['db_analyzer'] = ToolCallingAgent(
             name="DBAnalyzer",
             description="L2 Worker responsible for analyzing PostgreSQL database for corpus, flags, coverage, and execution state",
-            tools=get_validation_tools(),  # Reusing validation tools for DB analysis
+            tools=[],  # Reusing validation tools for DB analysis
             model=LiteLLMModel(model_id="gpt-5", api_key=self.api_key),
             managed_agents=[],
             max_steps=8,
@@ -73,7 +74,7 @@ def setup_agents(self):
         self.agents['george_foreman'] = ToolCallingAgent(
             name="GeorgeForeman",
             description="L1 Manager responsible for verifying JavaScript programs for correctness and testing them to evaluate interestingness",
-            tools=get_manager_tools(),
+            tools=[],
             model=LiteLLMModel(model_id="gpt-5-mini", api_key=self.api_key),
             managed_agents=[
                 self.agents['corpus_generator'],

Sources/FatherOfGeorge/FoG.py

@@ -3,28 +3,30 @@
 
 
 from smolagents import LiteLLMModel, ToolCallingAgent
-from BaseAgent import Agent, get_manager_tools, get_code_analysis_tools, get_program_builder_tools, get_retrieval_tools, get_v8_search_tools
-from GeorgeForeman import George
-from pathlib import Path
+from BaseAgent import Agent
+from EBG import EBG
+from pathlib import Path #a
 
 
 class Father(Agent):
     def setup_agents(self):
-
-        # L2 Worker: George Foreman
-
-        self.agents['george_foreman'] = George(
-            model=self.model,
-            api_key=self.api_key,
-            anthropic_api_key=self.anthropic_api_key
+        # L2 Worker: EBG
+        self.agents['george_foreman'] = ToolCallingAgent(
+            name="GeorgeForeman",
+            description="L2 Worker responsible for generating JavaScript programs and fuzzing corpus",
+            tools=[],
+            model=LiteLLMModel(model_id="gpt-5", api_key=self.api_key),
+            managed_agents=[],
+            max_steps=10,
+            planning_interval=None,
         )
 
         # L2 Worker: Reviwer of Code (under CodeAnalyzer)
 
         self.agents['reviewer_of_code'] = ToolCallingAgent(
             name="ReviewerOfCode",
             description="L2 Worker responsible for reviewing code from various sources using RAG database",
-            tools=get_retrieval_tools(),
+            tools=[],
             model=LiteLLMModel(model_id="gpt-5", api_key=self.api_key),
             managed_agents=[
                 self.agents['george_foreman']
@@ -39,7 +41,7 @@ def setup_agents(self):
         self.agents['v8_search'] = ToolCallingAgent(
             name="V8Search",
             description="L2 Worker responsible for searching V8 source code using fuzzy find, regex, and compilation tools",
-            tools=get_v8_search_tools(),
+            tools=[],
             model=LiteLLMModel(model_id="gpt-5", api_key=self.api_key),
             managed_agents=[],
             max_steps=10,
@@ -51,7 +53,7 @@ def setup_agents(self):
         self.agents['code_analyzer'] = ToolCallingAgent(
             name="CodeAnalyzer",
             description="L1 Manager responsible for analyzing code and coordinating retrieval and V8 search operations",
-            tools=get_code_analysis_tools(),
+            tools=[],
             model=LiteLLMModel(model_id="gpt-5", api_key=self.api_key),
             managed_agents=[
                 self.agents['retriever_of_code'],
@@ -65,7 +67,7 @@ def setup_agents(self):
         self.agents['program_builder'] = ToolCallingAgent(
             name="ProgramBuilder",
             description="L1 Manager responsible for building program templates using corpus and context",
-            tools=get_program_builder_tools(),
+            tools=[],
             model=LiteLLMModel(model_id="gpt-5", api_key=self.api_key),
             managed_agents=[
                 self.agents['george_foreman']
@@ -78,7 +80,7 @@ def setup_agents(self):
         self.agents['father_of_george'] = ToolCallingAgent(
             name="FatherOfGeorge",
             description="L0 Root Manager responsible for orchestrating code analysis and program building operations",
-            tools=get_manager_tools(),
+            tools=[],
             model=LiteLLMModel(model_id="gpt-5-mini", api_key=self.api_key),
             managed_agents=[
                 self.agents['code_analyzer'],

Sources/FatherOfGeorge/prompts/FoG_prompt.txt

@@ -0,0 +1,11 @@
+# Role and Objective
+
+# Instructions
+    STAGE 1
+    ... 
+CRITICAL RULES:
+
+CORRECT WORKFLOW:
+
+
+f

Sources/FatherOfGeorge/prompts/ebg_promp

@@ -0,0 +1,10 @@
+# Role and Objective
+
+# Instructions
+    STAGE 1
+    ... 
+CRITICAL RULES:
+
+CORRECT WORKFLOW:
+
+f