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Vision support via images / pdfs etc that can be passed on to other models as part of analysis, additional context etc.

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Image processing pipeline added
OpenAI GPT-4.1 support
Chat tool prompt enhancement
Lint and code quality improvements
This commit is contained in:
Fahad
2025-06-16 13:14:53 +04:00
parent d498e9854b
commit 97fa6781cf
26 changed files with 1328 additions and 52 deletions
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49
tools/tracer.py
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@@ -22,11 +22,29 @@ class TracerRequest(ToolRequest):
prompt: str = Field(
...,
description="Detailed description of what to trace and WHY you need this analysis. Include context about what you're trying to understand, debug, or analyze. For precision mode: describe the specific method/function and what aspect of its execution flow you need to understand. For dependencies mode: describe the class/module and what relationships you need to map. Example: 'I need to understand how BookingManager.finalizeInvoice method is called throughout the system and what side effects it has, as I'm debugging payment processing issues' rather than just 'BookingManager finalizeInvoice method'",
description=(
"Detailed description of what to trace and WHY you need this analysis. Include context about what "
"you're trying to understand, debug, or analyze. For precision mode: describe the specific "
"method/function and what aspect of its execution flow you need to understand. For dependencies "
"mode: describe the class/module and what relationships you need to map. Example: 'I need to "
"understand how BookingManager.finalizeInvoice method is called throughout the system and what "
"side effects it has, as I'm debugging payment processing issues' rather than just "
"'BookingManager finalizeInvoice method'"
),
)
trace_mode: Literal["precision", "dependencies"] = Field(
...,
description="Trace mode: 'precision' (for methods/functions - shows execution flow and usage patterns) or 'dependencies' (for classes/modules/protocols - shows structural relationships)",
description=(
"Trace mode: 'precision' (for methods/functions - shows execution flow and usage patterns) or "
"'dependencies' (for classes/modules/protocols - shows structural relationships)"
),
)
images: list[str] = Field(
default_factory=list,
description=(
"Optional images of system architecture diagrams, flow charts, or visual references to help "
"understand the tracing context"
),
)
@@ -44,11 +62,15 @@ class TracerTool(BaseTool):
def get_description(self) -> str:
return (
"ANALYSIS PROMPT GENERATOR - Creates structured prompts for static code analysis. "
"Helps generate detailed analysis requests with specific method/function names, file paths, and component context. "
"Type 'precision': For methods/functions - traces execution flow, call chains, call stacks, and shows when/how they are used. "
"Type 'dependencies': For classes/modules/protocols - maps structural relationships and bidirectional dependencies. "
"Helps generate detailed analysis requests with specific method/function names, file paths, and "
"component context. "
"Type 'precision': For methods/functions - traces execution flow, call chains, call stacks, and "
"shows when/how they are used. "
"Type 'dependencies': For classes/modules/protocols - maps structural relationships and "
"bidirectional dependencies. "
"Returns detailed instructions on how to perform the analysis and format the results. "
"Use this to create focused analysis requests that can be fed back to Claude with the appropriate code files. "
"Use this to create focused analysis requests that can be fed back to Claude with the appropriate "
"code files. "
)
def get_input_schema(self) -> dict[str, Any]:
@@ -57,13 +79,26 @@ class TracerTool(BaseTool):
"properties": {
"prompt": {
"type": "string",
"description": "Detailed description of what to trace and WHY you need this analysis. Include context about what you're trying to understand, debug, or analyze. For precision mode: describe the specific method/function and what aspect of its execution flow you need to understand. For dependencies mode: describe the class/module and what relationships you need to map. Example: 'I need to understand how BookingManager.finalizeInvoice method is called throughout the system and what side effects it has, as I'm debugging payment processing issues' rather than just 'BookingManager finalizeInvoice method'",
"description": (
"Detailed description of what to trace and WHY you need this analysis. Include context "
"about what you're trying to understand, debug, or analyze. For precision mode: describe "
"the specific method/function and what aspect of its execution flow you need to understand. "
"For dependencies mode: describe the class/module and what relationships you need to map. "
"Example: 'I need to understand how BookingManager.finalizeInvoice method is called "
"throughout the system and what side effects it has, as I'm debugging payment processing "
"issues' rather than just 'BookingManager finalizeInvoice method'"
),
},
"trace_mode": {
"type": "string",
"enum": ["precision", "dependencies"],
"description": "Trace mode: 'precision' (for methods/functions - shows execution flow and usage patterns) or 'dependencies' (for classes/modules/protocols - shows structural relationships)",
},
"images": {
"type": "array",
"items": {"type": "string"},
"description": "Optional images of system architecture diagrams, flow charts, or visual references to help understand the tracing context",
},
},
"required": ["prompt", "trace_mode"],
}