shield_lock
JinDaGe
← Back to skills
extension
Category: Content & MediaNo API key required

pulse

PULSE is the world's first true AI-powered Integrated Trading Environment (ITE) under **Priced In Research.

personAuthor: jakexiaohubgithub
open_in_newRepositorydownloadDownload package

Overview

PULSE — Project Rules

MVP Features

  • PsychAssist: Prevents tilting/overtrading via emotional resonance + duration-based execution monitoring
  • RiskFlow: AI-powered news feed interpreting macro data with IV Scoring Matrix

UI Inspiration

  • macroscope.app + Cursor.com aesthetic

Tech Stack

Deployment (Priority Order)

| Priority | Platform | Use Case | |----------|----------|----------| | Primary | Encore.dev (Encore Cloud) | Backend services, APIs, DB, secrets, scheduled jobs | | Secondary | Cloudflare (Workers/Pages) | Edge functions, static hosting, CDN, fallback |

Frontend

  • TypeScript (94%+ of codebase)
  • Next.js + Tailwind CSS
  • Electron for desktop app
  • Framer for landing pages (limited deps: Framer Motion, Framer React only)

Backend

  • Encore.dev (TypeScript runtime)
  • PostgreSQL (Encore managed)
  • AWS Bedrock (session management)
  • Clerk (@clerk/clerk-sdk-node) for auth
  • LangChain v0.3.x for AI orchestration
  • VectorDB for embeddings/semantic search

DevOps

  • GitHub Actions for CI/CD
  • Cloudflare Workers for edge compute
  • Secrets via Encore secrets + env vars

Required Patterns

Encore API Endpoints

import { api, APIError } from "encore.dev/api"; export const myEndpoint = api( { method: "POST", path: "/api/resource", auth: true }, async (req: RequestType): Promise<ResponseType> => { // Implementation } );

Defensive Null Checks

​ if (!auth?.userID) { console.error("Missing auth data"); return { conversations: [] }; }

Circuit Breaker

​ let circuitBreakerTripped = false; const fetchWithCircuitBreaker = async (url: string) => { if (circuitBreakerTripped) { return { error: "System offline", data: null }; } try { const response = await fetch(url); if (response.status === 500) circuitBreakerTripped = true; return { data: await response.json(), error: null }; } catch (e) { return { error: e.message, data: null }; } };

API Documentation Sources

| Service | Docs | Key Areas | |---------|------|-----------| | Encore.dev | encore.dev/docs | Endpoints, SQLDatabase, Secrets, Auth | | Clerk | clerk.com/docs | Auth, SDK methods, webhooks | | AWS Bedrock | docs.aws.amazon.com/bedrock | Session mgmt, model invocation | | LangChain | js.langchain.com/docs | Chains, agents, memory, tools | | Cloudflare | developers.cloudflare.com/workers | Edge functions, KV, D1 |

Codebase Summary

For a comprehensive overview of the codebase architecture, services, APIs, and implementation details, see: .cursor/skills/pulse/CODEBASE-SUMMARY.md

This summary includes:

  • Complete API endpoint documentation
  • Database schema and migrations
  • Service architecture and module breakdown
  • Integration points (TopstepX, AWS Bedrock, Clerk)
  • Known issues and build-time considerations
  • Development patterns and code examples

Current Status

✅ Completed

  • Encore.dev backend (Express migration done)
  • AWS Bedrock Session Management
  • Cloudflare architecture
  • Database migrations + tagged template syntax
  • Circuit breaker + error handling
  • CORS + lazy initialization
  • Clerk auth SDK
  • Secrets management
  • LangChain v0.3.x + VectorDB
  • TypeScript frontend + Electron desktop
  • CI/CD (GitHub Actions)

🚧 In Progress

  • Autopilot Integration
  • News Feed Launch & Debugging
  • Agentic AI for IV Scoring
  • Day-Bound Conversation Thread History
  • App-Agentic Brain Layer ​