Appendix A: Primitives Reference

@field messages: Message[] = [];

// Append
this.messages.push({ role: 'user', content: input });

// Access recent
const recent = this.messages.slice(-10);

// Filter
const userMessages = this.messages.filter(m => m.role === 'user');

@field preferences: Map<string, string> = new Map();

// Set
this.preferences.set('language', 'en');

// Get
const lang = this.preferences.get('language') || 'en';

// Check existence
if (this.preferences.has('theme')) { ... }

@field knowledge: VectorStore<KnowledgeEntry>;

// Insert
await this.knowledge.insert({ content: 'fact', source: 'doc' });

// Search by meaning
const relevant = await this.knowledge.search(query, 5);

const plan = await this.plan(task);
const result = await this.execute(plan);
const verified = await this.verify(result);

const [research, context, history] = await Promise.all([
  this.research(topic),
  this.gatherContext(topic),
  this.loadHistory(userId)
]);

switch (intent.category) {
  case 'faq': return this.faqHandler.handle(input);
  case 'technical': return this.techHandler.handle(input);
  default: return this.generalHandler.handle(input);
}

while (!verification.passed && attempts < maxAttempts) {
  const revised = await this.improve(output, verification.errors);
  verification = await this.verify(revised);
  attempts++;
}

Ideation → Research → Draft → Edit → Review → Publish

         ┌─── Worker A
Coordinator ─┼─── Worker B
         └─── Worker C

Worker A ──┐
Worker B ──┼── Shared Artifact
Worker C ──┘