feat: refactored and tweaked model descriptions / schema to use fewer tokens at launch (average reduction per field description: 60-80%) without sacrificing tool effectiveness
Disabled secondary tools by default (for new installations), updated README.md with instructions on how to enable these in .env run-server.sh now displays disabled / enabled tools (when DISABLED_TOOLS is set)
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@@ -38,14 +38,9 @@ logger = logging.getLogger(__name__)
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# Tool-specific field descriptions for tracer workflow
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TRACER_WORKFLOW_FIELD_DESCRIPTIONS = {
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"step": (
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"Describe what you're currently investigating for code tracing by thinking deeply about the code structure, "
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"execution paths, and dependencies. In step 1, if trace_mode is 'ask', MUST prompt user to choose between "
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"precision or dependencies mode with clear explanations. Otherwise, clearly state your tracing plan and begin "
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"forming a systematic approach after thinking carefully about what needs to be analyzed. CRITICAL: For precision "
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"mode, focus on execution flow, call chains, and usage patterns. For dependencies mode, focus on structural "
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"relationships and bidirectional dependencies. Map out the code structure, understand the business logic, and "
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"identify areas requiring deeper tracing. In all later steps, continue exploring with precision: trace dependencies, "
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"verify call paths, and adapt your understanding as you uncover more evidence."
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"The plan for the current tracing step. Step 1: State the tracing strategy. Later steps: Report findings and adapt the plan. "
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"CRITICAL: For 'precision' mode, focus on execution flow and call chains. For 'dependencies' mode, focus on structural relationships. "
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"If trace_mode is 'ask' in step 1, you MUST prompt the user to choose a mode."
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),
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"step_number": (
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"The index of the current step in the tracing sequence, beginning at 1. Each step should build upon or "
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@@ -60,46 +55,29 @@ TRACER_WORKFLOW_FIELD_DESCRIPTIONS = {
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"tracing analysis is complete and ready for final output formatting."
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),
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"findings": (
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"Summarize everything discovered in this step about the code being traced. Include analysis of execution "
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"paths, dependency relationships, call chains, structural patterns, and any discoveries about how the code "
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"works. Be specific and avoid vague language—document what you now know about the code and how it affects "
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"your tracing analysis. IMPORTANT: Document both the direct relationships (immediate calls, dependencies) "
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"and indirect relationships (transitive dependencies, side effects). In later steps, confirm or update past "
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"findings with additional evidence."
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"Summary of discoveries from this step, including execution paths, dependency relationships, call chains, and structural patterns. "
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"IMPORTANT: Document both direct (immediate calls) and indirect (transitive, side effects) relationships."
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),
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"files_checked": (
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"List all files (as absolute paths, do not clip or shrink file names) examined during the tracing "
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"investigation so far. Include even files ruled out or found to be unrelated, as this tracks your "
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"exploration path."
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"List all files examined (absolute paths). Include even ruled-out files to track exploration path."
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),
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"relevant_files": (
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"Subset of files_checked (as full absolute paths) that contain code directly relevant to the tracing analysis. "
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"Only list those that are directly tied to the target method/function/class/module being traced, its "
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"dependencies, or its usage patterns. This could include implementation files, related modules, or files "
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"demonstrating key relationships."
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"Subset of files_checked directly relevant to the tracing target (absolute paths). Include implementation files, "
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"dependencies, or files demonstrating key relationships."
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),
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"relevant_context": (
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"List methods, functions, classes, or modules that are central to the tracing analysis, in the format "
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"'ClassName.methodName', 'functionName', or 'module.ClassName'. Prioritize those that are part of the "
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"execution flow, dependency chain, or represent key relationships in the tracing analysis."
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"List methods/functions central to the tracing analysis, in 'ClassName.methodName' or 'functionName' format. "
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"Prioritize those in the execution flow or dependency chain."
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),
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"confidence": (
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"Indicate your current confidence in the tracing analysis completeness. Use: 'exploring' (starting analysis), "
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"'low' (early investigation), 'medium' (some patterns identified), 'high' (comprehensive understanding), "
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"'very_high' (very comprehensive understanding), 'almost_certain' (nearly complete tracing), "
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"'certain' (100% confidence - tracing analysis is finished and ready for output with no need for external model validation). "
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"Do NOT use 'certain' unless the tracing analysis is thoroughly finished and you have a comprehensive understanding "
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"of the code relationships. Using 'certain' means you have complete confidence locally and prevents external model validation."
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"Your confidence in the tracing analysis. Use: 'exploring', 'low', 'medium', 'high', 'very_high', 'almost_certain', 'certain'. "
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"CRITICAL: 'certain' implies the analysis is 100% complete locally and PREVENTS external model validation."
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),
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"trace_mode": "Type of tracing: 'ask' (default - prompts user to choose mode), 'precision' (execution flow) or 'dependencies' (structural relationships)",
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"target_description": (
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"Detailed description of what to trace and WHY you need this analysis. MUST include context about what "
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"you're trying to understand, debug, analyze or find."
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),
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"images": (
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"Optional images of system architecture diagrams, flow charts, or visual references to help "
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"understand the tracing context"
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"Description of what to trace and WHY. Include context about what you're trying to understand or analyze."
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),
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"images": ("Optional paths to architecture diagrams or flow charts that help understand the tracing context."),
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}
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