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3 changes: 3 additions & 0 deletions package-lock.json

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4 changes: 2 additions & 2 deletions src/examples.ts
Original file line number Diff line number Diff line change
Expand Up @@ -33,7 +33,7 @@ async function example1_fetchAndAnalyzeMention() {
console.log(`\nThread has ${thread.replies.length + 1} posts`);

// Analyze with Grok
const analysis = await grok.analyzeAndDecide(mention.post.text, thread);
const analysis = await grok.analyzeAndDecide(mention.post.text, thread, mention.post.id);

console.log(`\nGrok's Decision:`);
console.log(` Action: ${analysis.action.type}`);
Expand Down Expand Up @@ -139,7 +139,7 @@ async function example5_batchProcessMentions() {
const thread = await xClient.fetchThread(conversationId);

if (thread) {
const analysis = await grok.analyzeAndDecide(mention.post.text, thread);
const analysis = await grok.analyzeAndDecide(mention.post.text, thread, mention.post.id);
console.log(` → Action: ${analysis.action.type} (${(analysis.confidence * 100).toFixed(0)}% confidence)`);

// In a real scenario, you might execute the action here
Expand Down
4 changes: 4 additions & 0 deletions src/index.ts
Original file line number Diff line number Diff line change
Expand Up @@ -8,6 +8,10 @@ import { AutonomousAgent } from './services/agent.js';
import { XMCPServer } from './mcp/server.js';

async function main() {
// Redirect console.log to stderr so it doesn't conflict with
// MCP StdioServerTransport which uses stdout for protocol messages
console.log = (...args: unknown[]) => console.error(...args);

console.log('═══════════════════════════════════════════════════');
console.log(' MyXstack - Autonomous AI Agent on X (Twitter)');
console.log('═══════════════════════════════════════════════════\n');
Expand Down
22 changes: 19 additions & 3 deletions src/services/agent.ts
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,7 @@ export class AutonomousAgent {
private grokService: GrokService;
private config: AgentConfig;
private processedMentions: Set<string> = new Set();
private static readonly MAX_PROCESSED_MENTIONS = 10000;
private isRunning: boolean = false;
private pollingIntervalId: NodeJS.Timeout | null = null;
private isProcessing: boolean = false;
Expand Down Expand Up @@ -90,11 +91,25 @@ export class AutonomousAgent {

console.log(`\n📬 [${new Date().toLocaleTimeString()}] Found ${newMentions.length} new mention(s)!\n`);

// Process each mention
for (const mention of newMentions) {
// Process each mention (X API returns newest-first, reverse to process oldest first
// so Set insertion order matches chronological order for correct pruning)
for (const mention of [...newMentions].reverse()) {
await this.processMention(mention);
this.processedMentions.add(mention.post.id);
}

// Prune oldest entries to prevent unbounded memory growth
if (this.processedMentions.size > AutonomousAgent.MAX_PROCESSED_MENTIONS) {
const excess = this.processedMentions.size - AutonomousAgent.MAX_PROCESSED_MENTIONS;
const iter = this.processedMentions.values();
for (let i = 0; i < excess; i++) {
const { value, done } = iter.next();
if (done) {
break;
}
this.processedMentions.delete(value);
}
}
} catch (error) {
console.error('❌ Error in processing loop:', error);
} finally {
Expand Down Expand Up @@ -129,7 +144,8 @@ export class AutonomousAgent {
console.log('\n🤖 Analyzing with Grok AI...');
const analysis = await this.grokService.analyzeAndDecide(
mention.post.text,
thread
thread,
mention.post.id
);

console.log(` Action: ${analysis.action.type.toUpperCase()}`);
Expand Down
18 changes: 9 additions & 9 deletions src/services/grok.ts
Original file line number Diff line number Diff line change
Expand Up @@ -23,9 +23,9 @@ export class GrokService {
* @param thread - The thread context including root post and replies
* @returns Analysis with recommended action
*/
async analyzeAndDecide(mention: string, thread: XThread): Promise<GrokAnalysis> {
async analyzeAndDecide(mention: string, thread: XThread, mentionPostId: string): Promise<GrokAnalysis> {
if (this.simulationMode) {
return this.simulateAnalysis(mention, thread);
return this.simulateAnalysis(mention, thread, mentionPostId);
}

try {
Expand Down Expand Up @@ -58,15 +58,15 @@ export class GrokService {
throw new Error(`Grok API error: ${response.status}`);
}

const data: any = await response.json();
const data = await response.json() as { choices: Array<{ message?: { content?: string } }> };
const analysisText = data.choices[0]?.message?.content || '';

// Use the root post ID from the thread, not the mention text
return this.parseGrokResponse(analysisText, thread.root_post.id);
// Use the mention post ID so replies target the specific mention
return this.parseGrokResponse(analysisText, mentionPostId);
} catch (error) {
console.error('Error calling Grok API:', error);
// Fallback to simulation
return this.simulateAnalysis(mention, thread);
return this.simulateAnalysis(mention, thread, mentionPostId);
}
}

Expand Down Expand Up @@ -145,7 +145,7 @@ export class GrokService {
/**
* Simulate Grok analysis for testing
*/
private simulateAnalysis(mention: string, thread: XThread): GrokAnalysis {
private simulateAnalysis(mention: string, thread: XThread, mentionPostId: string): GrokAnalysis {
console.log('🤖 Simulated Grok Analysis:');
console.log(` Analyzing: "${mention}"`);

Expand All @@ -159,7 +159,7 @@ export class GrokService {
const analysis: GrokAnalysis = {
action: {
type: 'reply',
target_post_id: thread.root_post.id,
target_post_id: mentionPostId,
content: 'Thanks for reaching out! I\'ve analyzed your question and here\'s my insight: Based on the context, I\'d recommend exploring this topic further. Let me know if you need more specific information!',
reasoning: 'Detected a question, providing helpful response',
},
Expand All @@ -174,7 +174,7 @@ export class GrokService {
const analysis: GrokAnalysis = {
action: {
type: 'analyze',
target_post_id: thread.root_post.id,
target_post_id: mentionPostId,
reasoning: 'No clear action needed, just acknowledgment',
},
confidence: 0.7,
Expand Down
40 changes: 32 additions & 8 deletions src/services/xapi.ts
Original file line number Diff line number Diff line change
Expand Up @@ -44,17 +44,31 @@ export class XAPIClient {
throw new Error('Failed to get user ID from response');
}

const mentionsResponse = await this.makeXAPIRequest(
`https://api.twitter.com/2/users/${userId}/mentions?max_results=10&expansions=author_id&tweet.fields=created_at,conversation_id,in_reply_to_user_id,referenced_tweets`,
'GET'
);
const params = new URLSearchParams({
max_results: '10',
expansions: 'author_id',
'tweet.fields': 'created_at,conversation_id,in_reply_to_user_id,referenced_tweets',
});
if (this.lastMentionId) {
params.set('since_id', this.lastMentionId);
}
const mentionsUrl = `https://api.twitter.com/2/users/${userId}/mentions?${params.toString()}`;

const mentionsResponse = await this.makeXAPIRequest(mentionsUrl, 'GET');

if (!mentionsResponse || !Array.isArray(mentionsResponse.data)) {
console.warn('Invalid response from X API (mentions)');
return [];
}

return this.parseMentions(mentionsResponse.data);
const mentions = this.parseMentions(mentionsResponse.data);

// Track the newest mention ID for pagination on the next poll
if (mentionsResponse.data.length > 0) {
this.lastMentionId = mentionsResponse.data[0].id;
}

return mentions;
} catch (error) {
console.error('Error fetching mentions:', error);
return [];
Expand All @@ -77,7 +91,17 @@ export class XAPIClient {
'GET'
);

return this.parseThread(response.data || []);
if (!response || !response.data) {
console.warn('Invalid response from X API (thread)');
return null;
}

if (!Array.isArray(response.data)) {
console.warn('Unexpected response shape from X API (thread): data is not an array');
return null;
}

return this.parseThread(response.data);
} catch (error) {
console.error('Error fetching thread:', error);
return null;
Expand Down Expand Up @@ -181,10 +205,10 @@ export class XAPIClient {
};
}

private parseThread(tweets: { created_at: string; [key: string]: any }[]): XThread | null {
private parseThread(tweets: { created_at: string; [key: string]: unknown }[]): XThread | null {
if (tweets.length === 0) return null;

const sorted = tweets.sort((a, b) =>
const sorted = [...tweets].sort((a, b) =>
new Date(a.created_at).getTime() - new Date(b.created_at).getTime()
);

Expand Down