Conditional Domain-Specific Template

Purpose

This template demonstrates context-aware workflows that adapt based on domain, technology, or data characteristics.

Use this template when:

• Behavior varies by framework/language/domain
• Different rule sets apply to different contexts
• Progressive disclosure by detected context
• Multiple technology stacks supported

Workflow

Phase 1: Detect Context

1. Analyze input to determine domain 2. Identify relevant technology stack 3. Load domain-specific rules 4. Select appropriate processing path

Phase 2: Load Domain Rules

Based on detected context: - Financial: @references/financial-analysis.md - Scientific: @references/scientific-calculations.md - Business: @references/business-metrics.md

Phase 3: Apply Domain Logic

1. Use domain-specific formulas 2. Apply domain conventions 3. Validate against domain constraints 4. Format output per domain standards

Context Detection

Financial Data:

• Keywords: revenue, profit, QoQ, YoY, EBITDA
• Date ranges with quarterly/annual patterns
• Currency symbols and financial notation

Scientific Data:

• Keywords: mean, median, standard deviation, p-value
• Statistical notation
• Hypothesis testing language

Business Metrics:

• Keywords: KPI, conversion, retention, churn
• Percentage-based metrics
• Funnel analysis patterns

Progressive Disclosure

Core workflow (this file):

• Context detection logic
• Domain routing rules
• High-level processing flow

Domain-specific details (references/):

• references/financial-analysis.md - Financial calculations and formulas
• references/scientific-calculations.md - Statistical methods
• references/business-metrics.md - KPI calculations

Example Usage

<detect-context>
Detected: Financial data (contains "revenue", "QoQ", quarterly dates)
Domain: Financial Analysis
Loading: /references/financial-analysis.md
</detect-context>

<apply-logic>
Calculating QoQ revenue growth:
Q4 2024: $1.2M → Q1 2025: $1.5M
QoQ Growth: +25.0%

YoY revenue comparison:
Q1 2024: $0.9M → Q1 2025: $1.5M
YoY Growth: +66.7%

Forecast Q2 2025: $1.7M (based on trend)
</apply-logic>