About the Project
A complete Telegram community-game platform with a points account system, three-tier withdrawal review, multi-level referral distribution, a data dashboard, and operator-side engagement mechanics and virtual items system. Every link in the business chain is covered — from a player's individual interaction to the operator's data console. This is not a single-purpose bot; it is a full SaaS product built for community operators running ongoing programs.
Core Features
- Interactive Game Engine: Multi-player game mechanics, configurable rules, result calculation, real-time points settlement
- Points Account System: Per-group isolated accounts, balance management, full points transaction history
- Fund Flow: Top-up, withdrawal requests, admin review, automatic refund
- Referral Distribution: Multi-level referral relationships, automatic commission settlement, team statistics
- Web Admin: Data dashboard + multi-dimensional business table management + API documentation
- Operator Tools: Engagement mechanics parameters, virtual items system, probability and pacing controls — all visually configurable
- Anti-Cheat Risk Control: Anomalous behavior detection, rate limiting, blocklist management
- Enterprise-Grade Architecture: Redis distributed locks for concurrent consistency, PostgreSQL for persistence
Tech Stack
Python python-telegram-bot FastAPI PostgreSQL Redis SQLAlchemy
Engineering Highlights
1. Account Consistency Under High-Concurrency Interactions Dozens of players can trigger an interaction simultaneously. Points distribution and balance deductions must be exact. The solution uses Redis distributed locks to protect the interaction resource plus PostgreSQL transactions for settlement — guaranteeing "each round is settled exactly once" and "account balances are accurate to the cent."
2. Three-Tier Withdrawal Review Apply → initial review → secondary review → payout: a four-phase state machine where every step has an operation log and a rollback path, preventing fund losses from operator error.
3. Multi-Level Referral Settlement Referral relationships are persisted as a tree structure. Commission ratios are configurable per tier from the admin console. Settlement runs in a dedicated task queue, decoupled from the main business pipeline.
4. Risk Control and Anti-Cheat High-frequency requests, duplicate accounts, and irregular behavior are detected and blocked in real time, backed by a blocklist mechanism to keep the game environment fair.
5. Complete Operator Toolchain Engagement mechanics parameters, probability settings, and virtual items bonuses are all configurable in the web admin without touching any code — operators can tune game pacing and player experience on demand.
Deliverables
- Full community-game SaaS: player-side bot + operator web admin + API documentation
- Accounts, fund flow, referral distribution, and risk control — the entire chain integrated and production-grade
- Enterprise-level concurrency and data consistency design, with architecture ready for scale-out and multi-tenant replication
