Initial commit

skills/prompt/src/utils/technique-utils.ts

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+import { QUALITY_THRESHOLDS, TECHNICAL_DOMAINS } from '../constants.js';
+import { PromptTechnique, PromptAnalysis } from '../types.js';
+
+/**
+ * Utility functions for handling prompt techniques
+ */
+
+/**
+ *
+ * @param technique
+ */
+export function getTechniqueEnhancement(technique: PromptTechnique): string | null {
+  switch (technique) {
+    case 'cot':
+      return 'Add step-by-step reasoning instructions';
+    case 'tot':
+      return 'Structure as branching thought process';
+    case 'self-consistency':
+      return 'Request multiple approaches and consensus';
+    case 'react':
+      return 'Add thought-action-observation cycle';
+    case 'graph-of-thought':
+      return 'Structure as interconnected concept graph';
+    default:
+      return null;
+  }
+}
+
+/**
+ *
+ * @param technique
+ */
+export function getTechniqueOptimization(technique: PromptTechnique): string | null {
+  switch (technique) {
+    case 'cot':
+      return 'Structure with step-by-step reasoning format';
+    case 'tot':
+      return 'Add branching decision points and evaluation criteria';
+    case 'self-consistency':
+      return 'Request multiple approaches and consensus building';
+    case 'react':
+      return 'Include thought-action-observation cycle instructions';
+    case 'graph-of-thought':
+      return 'Structure as interconnected concept relationships';
+    default:
+      return null;
+  }
+}
+
+/**
+ *
+ * @param analysis
+ * @param techniques
+ */
+export function addComplexityBasedTechniques(
+  analysis: PromptAnalysis,
+  techniques: PromptTechnique[]
+): void {
+  if (analysis.complexity === 'high') {
+    techniques.push('tot', 'graph-of-thought');
+  }
+}
+
+/**
+ *
+ * @param analysis
+ * @param techniques
+ */
+export function addDomainBasedTechniques(
+  analysis: PromptAnalysis,
+  techniques: PromptTechnique[]
+): void {
+  if (TECHNICAL_DOMAINS.includes(analysis.domain as string)) {
+    techniques.push('cot');
+  }
+}
+
+/**
+ *
+ * @param analysis
+ * @param techniques
+ */
+export function addIntentBasedTechniques(
+  analysis: PromptAnalysis,
+  techniques: PromptTechnique[]
+): void {
+  if (analysis.intent.includes('solve') || analysis.intent.includes('create')) {
+    techniques.push('react');
+  }
+}
+
+/**
+ *
+ * @param analysis
+ * @param techniques
+ */
+export function addQualityBasedTechniques(
+  analysis: PromptAnalysis,
+  techniques: PromptTechnique[]
+): void {
+  if (analysis.clarity < QUALITY_THRESHOLDS.ACCEPTABLE || analysis.specificity < QUALITY_THRESHOLDS.ACCEPTABLE) {
+    techniques.push('self-consistency');
+  }
+}