import { MemoryDatabase } from '../database/memory-db.js';
/**
* GOTCHA Framework - 6-Layer Architecture for Agentic Systems
*
* G - Goals: Define objectives and intentions
* O - Observations: Perceive and record environmental state
* T - Thoughts: Reason and plan based on observations
* C - Commands: Select and execute actions
* H - Hypotheses: Form predictions about outcomes
* A - Assessments: Evaluate performance and learn
*/
export class GOTCHAFramework {
private db: MemoryDatabase;
constructor(db: MemoryDatabase) {
this.db = db;
}
// Layer 1: Goals
defineGoal(goal: string, priority: number = 5, context?: any): number {
console.log(`[GOTCHA] Goal defined: ${goal} (Priority: ${priority})`);
return this.db.addGoal(goal, priority, context);
}
getActiveGoals(): any[] {
return this.db.getActiveGoals();
}
// Layer 2: Observations
observe(observation: string, source?: string, context?: any): number {
console.log(`[GOTCHA] Observation recorded: ${observation}`);
return this.db.addObservation(observation, source, context);
}
// Layer 3: Thoughts
think(thought: string, reasoning?: string, context?: any): number {
console.log(`[GOTCHA] Thought recorded: ${thought}`);
return this.db.addThought(thought, reasoning, context);
}
// Layer 4: Commands
executeCommand(command: string, parameters?: any, context?: any): number {
console.log(`[GOTCHA] Command executed: ${command}`);
return this.db.addCommand(command, parameters, context);
}
updateCommandResult(id: number, result: string, status: 'completed' | 'failed'): void {
this.db.updateCommandResult(id, result, status);
}
// Layer 5: Hypotheses
formHypothesis(hypothesis: string, prediction?: string, confidence?: number, context?: any): number {
console.log(`[GOTCHA] Hypothesis formed: ${hypothesis}`);
return this.db.addHypothesis(hypothesis, prediction, confidence, context);
}
// Layer 6: Assessments
assess(assessment: string, performanceScore?: number, learnings?: string, context?: any): number {
console.log(`[GOTCHA] Assessment made: ${assessment}`);
return this.db.addAssessment(assessment, performanceScore, learnings, context);
}
// Integrated cycle: Process a goal through all layers
async processGoal(goal: string, priority: number = 5): Promise<any> {
// 1. Define Goal
const goalId = this.defineGoal(goal, priority);
// 2. Make initial observation
const observation = `Starting work on goal: ${goal}`;
this.observe(observation, 'system');
// 3. Form initial thought
const thought = `Analyzing goal and determining approach for: ${goal}`;
this.think(thought, 'Initial analysis');
// 4. Form hypothesis about expected outcome
const hypothesis = `Expected successful completion of: ${goal}`;
this.formHypothesis(hypothesis, 'Goal will be achieved', 0.7);
return {
goalId,
status: 'initialized',
message: 'Goal processing initialized through GOTCHA layers'
};
}
}
