# Shelpid/SETS > A browser sandbox where a genetic algorithm evolves grid-DCA trading strategies on real BTCUSDT candles, gating survivors through out-of-sample validation and paper trading. - Magnitude: 5.5 out of 10 — Early signal - Stars: 118 total · +41 stars today, ≈ 85 by evening - Star trust: star growth looks organic - Category: Finance & crypto · Language: JavaScript · Created: 2026-09-22 · Last push: 2026-09-22 - GitHub: https://github.com/Shelpid/SETS · Page: https://gitnova.dev/en/r/Shelpid/SETS ## Useful for - Run the strategy evolution locally via python -m http.server with no dependencies - Inspect a config's genome and train/out-of-sample results by clicking a gene pool node - Refresh BTCUSDT historical data from Binance's public API via tools/fetch_data.py ## Why it’s here - 41 stars so far today, about 85 expected by the end of the day. - The spike has held for 2 days in a row — not a one-off blip. - The repository is 1 day old and already has 118 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. - Top new repositories this week: #184. - About 85 forks a day — people are taking the code. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 33 - Issues and pull requests: 0 - Watchers: 0 - Average over the last week: 82 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 6 ## Stars per day, last 4 days (oldest → newest, today is partial) 2026-09-20 … 2026-09-23: 0, 0, 79, 41 ## Spotted in now - Top new repositories this week: #184 ## More in this category 1. **Open-Dev-Society/OpenStock** — 6.0 · Peaking · Finance & crypto · TypeScript · +62 stars today, ≈ 216 by evening An open-source alternative to paid market platforms: real-time price tracking, personalized alerts, and company insights. Built with Next.js, MongoDB, and Finnhub, free for everyone. Full card: https://gitnova.dev/en/r/Open-Dev-Society/OpenStock.md 2. **MelisaPeteRs2006/Silent-Crypto-Miner** — 5.2 · Early signal · Finance & crypto · Python · +16 stars today, ≈ 72 by evening A cryptocurrency mining builder and runtime with CPU/GPU support, multiple algorithms and pools, plus a stealth mode (process disguise, auto-start, pause on activity). Full card: https://gitnova.dev/en/r/MelisaPeteRs2006/Silent-Crypto-Miner.md 3. **jarrodwatts/jev-trader** — 5.0 · Cooling · Finance & crypto · TypeScript · +26 stars today, ≈ 96 by evening Trading bot for the Kuru DEX on Monad: every block (~300 ms) an AI model decides buy or sell from the MON-USDC order book and posts a post-only limit order one tick inside the touch, earning the spread. Includes a dry-run mode without a… Full card: https://gitnova.dev/en/r/jarrodwatts/jev-trader.md 4. **TNT-Likely/PanWatch** — 3.9 · Early signal · Finance & crypto · Python · +20 stars today, ≈ 60 by evening Self-hosted AI stock-watching assistant for A-shares, HK and US markets: real-time quotes, portfolio tracking, technical analysis and IM notifications. Integrates TradingAgents for multi-agent position analysis with bull/bear debate and a… Full card: https://gitnova.dev/en/r/TNT-Likely/PanWatch.md 5. **kyotofin/tax-doc-classifier** — 3.5 · Cooling · Finance & crypto · TypeScript · +4 stars today, ≈ 18 by evening A TypeScript tax document page classifier that identifies one of 261 IRS forms and the page kind from page text using the Jev decision model instead of an LLM. No training or hosting required — just a JSON file of form descriptions. Full card: https://gitnova.dev/en/r/kyotofin/tax-doc-classifier.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-09-23 11:19 UTC, updated every 30 minutes.