idk

scripts/mma_exec.py

@@ -177,16 +177,16 @@ def execute_agent(role: str, prompt: str, docs: list[str]) -> str:
         system_directive = "STRICT SYSTEM DIRECTIVE: You are a stateless Tier 3 Worker (Contributor). " \
                            "Your goal is to implement specific code changes or tests based on the provided task. " \
                            "You have access to tools for reading and writing files (e.g., read_file, write_file, replace), " \
-                           "codebase investigation (get_code_outline, get_python_skeleton), " \
-                           "version control (get_git_diff), and web tools (web_search, fetch_url). " \
-                           "You CAN execute PowerShell scripts via run_powershell for verification and testing. " \
+                           "codebase investigation (discovered_tool_get_code_outline, discovered_tool_get_python_skeleton), " \
+                           "version control (discovered_tool_get_git_diff), and web tools (discovered_tool_web_search, discovered_tool_fetch_url). " \
+                           "You CAN execute PowerShell scripts via discovered_tool_run_powershell for verification and testing. " \
                            "Follow TDD and return success status or code changes. No pleasantries, no conversational filler."
     elif role in ['tier4', 'tier4-qa']:
         system_directive = "STRICT SYSTEM DIRECTIVE: You are a stateless Tier 4 QA Agent. " \
                            "Your goal is to analyze errors, summarize logs, or verify tests. " \
-                           "You have access to tools for reading files, exploring the codebase (get_code_outline, get_python_skeleton), " \
-                           "version control (get_git_diff), and web tools (web_search, fetch_url). " \
-                           "You CAN execute PowerShell scripts via run_powershell for diagnostics. " \
+                           "You have access to tools for reading files, exploring the codebase (discovered_tool_get_code_outline, discovered_tool_get_python_skeleton), " \
+                           "version control (discovered_tool_get_git_diff), and web tools (discovered_tool_web_search, discovered_tool_fetch_url). " \
+                           "You CAN execute PowerShell scripts via discovered_tool_run_powershell for diagnostics. " \
                            "ONLY output the requested analysis. No pleasantries."
     else:
         system_directive = f"STRICT SYSTEM DIRECTIVE: You are a stateless {role}. " \
@@ -209,7 +209,7 @@ def execute_agent(role: str, prompt: str, docs: list[str]) -> str:
     # Use subprocess with input to pipe the prompt via stdin, avoiding WinError 206.
     # We use -p 'mma_task' to ensure non-interactive (headless) mode and valid parsing.
     # Whitelist tools to ensure they are available to the model in headless mode.
-    allowed_tools = "read_file,write_file,replace,list_directory,glob,grep_search,search_files,get_file_summary,get_python_skeleton,get_code_outline,get_git_diff,run_powershell,activate_skill,codebase_investigator,web_search,fetch_url"
+    allowed_tools = "read_file,write_file,replace,list_directory,glob,grep_search,discovered_tool_search_files,discovered_tool_get_file_summary,discovered_tool_get_python_skeleton,discovered_tool_get_code_outline,discovered_tool_get_git_diff,discovered_tool_run_powershell,activate_skill,codebase_investigator,discovered_tool_web_search,discovered_tool_fetch_url"
     ps_command = (
         f"if (Test-Path 'C:\\projects\\misc\\setup_gemini.ps1') {{ . 'C:\\projects\\misc\\setup_gemini.ps1' }}; "
         f"gemini -p 'mma_task' --allowed-tools {allowed_tools} --output-format json --model {model}"

scripts/tool_discovery.py

@@ -0,0 +1,44 @@
+import json
+import sys
+import os
+
+# Add project root to sys.path
+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "..")))
+
+try:
+    import mcp_client
+except ImportError as e:
+    # Print the error to stderr to diagnose
+    print(f"ImportError in discovery: {e}", file=sys.stderr)
+    print("[]")
+    sys.exit(0)
+
+def main():
+    specs = list(mcp_client.MCP_TOOL_SPECS)
+    
+    # Add run_powershell (manually define to match ai_client.py)
+    specs.append({
+        "name": "run_powershell",
+        "description": (
+            "Run a PowerShell script within the project base_dir. "
+            "Use this to create, edit, rename, or delete files and directories. "
+            "The working directory is set to base_dir automatically. "
+            "stdout and stderr are returned to you as the result."
+        ),
+        "parameters": {
+            "type": "object",
+            "properties": {
+                "script": {
+                    "type": "string",
+                    "description": "The PowerShell script to execute."
+                }
+            },
+            "required": ["script"]
+        }
+    })
+    
+    # Output as JSON array of FunctionDeclarations
+    print(json.dumps(specs, indent=2))
+
+if __name__ == "__main__":
+    main()