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@@ -5,16 +5,16 @@ model: gemini-3.1-pro-preview
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tools:
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tools:
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- read_file
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- read_file
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- list_directory
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- list_directory
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- search_files
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- discovered_tool_search_files
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- grep_search
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- grep_search
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- get_file_summary
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- discovered_tool_get_file_summary
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- get_python_skeleton
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- discovered_tool_get_python_skeleton
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- get_code_outline
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- discovered_tool_get_code_outline
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- get_git_diff
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- discovered_tool_get_git_diff
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- web_search
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- discovered_tool_web_search
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- fetch_url
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- discovered_tool_fetch_url
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- activate_skill
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- activate_skill
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- run_powershell
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- discovered_tool_run_powershell
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---
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---
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STRICT SYSTEM DIRECTIVE: You are a Tier 1 Orchestrator.
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STRICT SYSTEM DIRECTIVE: You are a Tier 1 Orchestrator.
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Focused on product alignment, high-level planning, and track initialization.
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Focused on product alignment, high-level planning, and track initialization.
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@@ -7,16 +7,16 @@ tools:
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- write_file
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- write_file
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- replace
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- replace
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- list_directory
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- list_directory
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- search_files
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- discovered_tool_search_files
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- grep_search
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- grep_search
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- get_file_summary
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- discovered_tool_get_file_summary
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- get_python_skeleton
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- discovered_tool_get_python_skeleton
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- get_code_outline
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- discovered_tool_get_code_outline
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- get_git_diff
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- discovered_tool_get_git_diff
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- web_search
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- discovered_tool_web_search
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- fetch_url
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- discovered_tool_fetch_url
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- activate_skill
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- activate_skill
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- run_powershell
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- discovered_tool_run_powershell
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---
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---
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STRICT SYSTEM DIRECTIVE: You are a Tier 2 Tech Lead.
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STRICT SYSTEM DIRECTIVE: You are a Tier 2 Tech Lead.
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Focused on architectural design and track execution.
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Focused on architectural design and track execution.
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@@ -7,19 +7,19 @@ tools:
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- write_file
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- write_file
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- replace
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- replace
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- list_directory
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- list_directory
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- search_files
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- discovered_tool_search_files
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- grep_search
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- grep_search
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- get_file_summary
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- discovered_tool_get_file_summary
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- get_python_skeleton
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- discovered_tool_get_python_skeleton
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- get_code_outline
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- discovered_tool_get_code_outline
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- get_git_diff
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- discovered_tool_get_git_diff
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- web_search
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- discovered_tool_web_search
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- fetch_url
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- discovered_tool_fetch_url
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- activate_skill
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- activate_skill
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- run_powershell
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- discovered_tool_run_powershell
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---
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---
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STRICT SYSTEM DIRECTIVE: You are a stateless Tier 3 Worker (Contributor).
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STRICT SYSTEM DIRECTIVE: You are a stateless Tier 3 Worker (Contributor).
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Your goal is to implement specific code changes or tests based on the provided task.
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Your goal is to implement specific code changes or tests based on the provided task.
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You have access to tools for reading and writing files, codebase investigation, and web tools.
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You have access to tools for reading and writing files, codebase investigation, and web tools.
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You CAN execute PowerShell scripts or run shell commands via run_powershell for verification and testing.
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You CAN execute PowerShell scripts or run shell commands via discovered_tool_run_powershell for verification and testing.
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Follow TDD and return success status or code changes. No pleasantries, no conversational filler.
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Follow TDD and return success status or code changes. No pleasantries, no conversational filler.
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@@ -5,19 +5,19 @@ model: gemini-2.5-flash-lite
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tools:
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tools:
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- read_file
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- read_file
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- list_directory
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- list_directory
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- search_files
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- discovered_tool_search_files
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- grep_search
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- grep_search
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- get_file_summary
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- discovered_tool_get_file_summary
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- get_python_skeleton
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- discovered_tool_get_python_skeleton
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- get_code_outline
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- discovered_tool_get_code_outline
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- get_git_diff
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- discovered_tool_get_git_diff
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- web_search
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- discovered_tool_web_search
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- fetch_url
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- discovered_tool_fetch_url
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- activate_skill
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- activate_skill
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- run_powershell
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- discovered_tool_run_powershell
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---
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---
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STRICT SYSTEM DIRECTIVE: You are a stateless Tier 4 QA Agent.
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STRICT SYSTEM DIRECTIVE: You are a stateless Tier 4 QA Agent.
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Your goal is to analyze errors, summarize logs, or verify tests.
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Your goal is to analyze errors, summarize logs, or verify tests.
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You have access to tools for reading files, exploring the codebase, and web tools.
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You have access to tools for reading files, exploring the codebase, and web tools.
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You CAN execute PowerShell scripts or run shell commands via run_powershell for diagnostics.
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You CAN execute PowerShell scripts or run shell commands via discovered_tool_run_powershell for diagnostics.
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ONLY output the requested analysis. No pleasantries.
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ONLY output the requested analysis. No pleasantries.
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@@ -6,7 +6,7 @@
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"whitelist": [
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"whitelist": [
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"*"
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"*"
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],
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],
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"discoveryCommand": "type .gemini\\tools.json",
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"discoveryCommand": "powershell.exe -NoProfile -Command \"Get-Content .gemini/tools.json -Raw\"",
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"callCommand": "python scripts/tool_call.py"
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"callCommand": "python scripts/tool_call.py"
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},
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},
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"hooks": {
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"hooks": {
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@@ -177,16 +177,16 @@ def execute_agent(role: str, prompt: str, docs: list[str]) -> str:
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system_directive = "STRICT SYSTEM DIRECTIVE: You are a stateless Tier 3 Worker (Contributor). " \
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system_directive = "STRICT SYSTEM DIRECTIVE: You are a stateless Tier 3 Worker (Contributor). " \
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"Your goal is to implement specific code changes or tests based on the provided task. " \
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"Your goal is to implement specific code changes or tests based on the provided task. " \
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"You have access to tools for reading and writing files (e.g., read_file, write_file, replace), " \
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"You have access to tools for reading and writing files (e.g., read_file, write_file, replace), " \
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"codebase investigation (get_code_outline, get_python_skeleton), " \
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"codebase investigation (discovered_tool_get_code_outline, discovered_tool_get_python_skeleton), " \
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"version control (get_git_diff), and web tools (web_search, fetch_url). " \
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"version control (discovered_tool_get_git_diff), and web tools (discovered_tool_web_search, discovered_tool_fetch_url). " \
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"You CAN execute PowerShell scripts via run_powershell for verification and testing. " \
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"You CAN execute PowerShell scripts via discovered_tool_run_powershell for verification and testing. " \
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"Follow TDD and return success status or code changes. No pleasantries, no conversational filler."
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"Follow TDD and return success status or code changes. No pleasantries, no conversational filler."
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elif role in ['tier4', 'tier4-qa']:
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elif role in ['tier4', 'tier4-qa']:
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system_directive = "STRICT SYSTEM DIRECTIVE: You are a stateless Tier 4 QA Agent. " \
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system_directive = "STRICT SYSTEM DIRECTIVE: You are a stateless Tier 4 QA Agent. " \
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"Your goal is to analyze errors, summarize logs, or verify tests. " \
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"Your goal is to analyze errors, summarize logs, or verify tests. " \
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"You have access to tools for reading files, exploring the codebase (get_code_outline, get_python_skeleton), " \
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"You have access to tools for reading files, exploring the codebase (discovered_tool_get_code_outline, discovered_tool_get_python_skeleton), " \
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"version control (get_git_diff), and web tools (web_search, fetch_url). " \
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"version control (discovered_tool_get_git_diff), and web tools (discovered_tool_web_search, discovered_tool_fetch_url). " \
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"You CAN execute PowerShell scripts via run_powershell for diagnostics. " \
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"You CAN execute PowerShell scripts via discovered_tool_run_powershell for diagnostics. " \
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"ONLY output the requested analysis. No pleasantries."
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"ONLY output the requested analysis. No pleasantries."
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else:
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else:
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system_directive = f"STRICT SYSTEM DIRECTIVE: You are a stateless {role}. " \
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system_directive = f"STRICT SYSTEM DIRECTIVE: You are a stateless {role}. " \
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@@ -209,7 +209,7 @@ def execute_agent(role: str, prompt: str, docs: list[str]) -> str:
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# Use subprocess with input to pipe the prompt via stdin, avoiding WinError 206.
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# Use subprocess with input to pipe the prompt via stdin, avoiding WinError 206.
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# We use -p 'mma_task' to ensure non-interactive (headless) mode and valid parsing.
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# We use -p 'mma_task' to ensure non-interactive (headless) mode and valid parsing.
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# Whitelist tools to ensure they are available to the model in headless mode.
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# Whitelist tools to ensure they are available to the model in headless mode.
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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"
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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"
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ps_command = (
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ps_command = (
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f"if (Test-Path 'C:\\projects\\misc\\setup_gemini.ps1') {{ . 'C:\\projects\\misc\\setup_gemini.ps1' }}; "
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f"if (Test-Path 'C:\\projects\\misc\\setup_gemini.ps1') {{ . 'C:\\projects\\misc\\setup_gemini.ps1' }}; "
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f"gemini -p 'mma_task' --allowed-tools {allowed_tools} --output-format json --model {model}"
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f"gemini -p 'mma_task' --allowed-tools {allowed_tools} --output-format json --model {model}"
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44
scripts/tool_discovery.py
Normal file
44
scripts/tool_discovery.py
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@@ -0,0 +1,44 @@
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import json
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import sys
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import os
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# Add project root to sys.path
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sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "..")))
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try:
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import mcp_client
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except ImportError as e:
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# Print the error to stderr to diagnose
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print(f"ImportError in discovery: {e}", file=sys.stderr)
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print("[]")
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sys.exit(0)
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def main():
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specs = list(mcp_client.MCP_TOOL_SPECS)
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# Add run_powershell (manually define to match ai_client.py)
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specs.append({
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"name": "run_powershell",
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"description": (
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"Run a PowerShell script within the project base_dir. "
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"Use this to create, edit, rename, or delete files and directories. "
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"The working directory is set to base_dir automatically. "
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"stdout and stderr are returned to you as the result."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"script": {
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"type": "string",
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"description": "The PowerShell script to execute."
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}
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},
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"required": ["script"]
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}
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})
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# Output as JSON array of FunctionDeclarations
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print(json.dumps(specs, indent=2))
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if __name__ == "__main__":
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main()
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