by HKUDS
"Vibe-Trading: Your Personal Trading Agent"
# Add to your Claude Code skills
git clone https://github.com/HKUDS/Vibe-TradingGuides for using ai agents skills like Vibe-Trading.
Last scanned: 4/24/2026
{
"issues": [],
"status": "PASSED",
"scannedAt": "2026-04-24T06:08:25.056Z",
"semgrepRan": false,
"npmAuditRan": true,
"pipAuditRan": true
}⚠️ Security warning: The X account
VibeTrading_HKU, Virtuals project101845, and token contract0x640BDBF77b6447E8b7DB7894cED84BD1c40571f4are not official Vibe-Trading assets. We have never launched or endorsed any token or memecoin. Do not buy, connect a wallet, or sign anything. Details.
2026-07-13 🔒 Security hardening: all 10 external-audit findings closed + contributor batch: every finding from the 2026-07-10 external security audit (issue #476, discussion #468) is now addressed on main — Docker multi-stage rebuild with digest-pinned images, an AST-hardened backtest sandbox blocking network/subprocess/eval/os.environ/unsafe-open (including inside nested function bodies), short-lived single-use SSE auth tickets, hardened Compose (read-only rootfs, dropped capabilities, resource limits), auth + rate limiting on /correlation, security headers, hash-locked dependencies, and more. Also merged: opt-in TAP mode for Alpaca key isolation (#377, thanks @0xZKnw), realized portfolio turnover surfaced in backtest metrics (#478, thanks @Robin1987China), a Frazzini-Pedersen betting-against-beta academic factor (Alpha Zoo → 461, #480, thanks @YogeshModi24), a look-ahead-bias fix across all 5 portfolio optimizers (#487, thanks @YZY0108), and two preflight/provider-config fixes (#479/#484, closes #477/#482, thanks @ananaymital/@Bortlesboat).
2026-07-12 🧪 Strategy Development Manager + contributor fix batch: the new strategy-dev-manager skill (#87) turns academic papers and broker research into registered factors/strategies with a persistent artifact store and automated IC/Sharpe decay monitoring — sdm_register / sdm_status / sdm_decay_scan drive an active → monitoring → decayed → disabled lifecycle over ~/.vibe-trading/ (#457, closes #455, thanks @shadowinlife). Also merged: the Correlation tab accepts bare tickers (AAPL,SPY) and walks the full loader fallback chain (#472, closes #471, thanks @yxhuang), the local loader honors requested intervals via OHLCV resampling (#467, thanks @Shizoqua), Binance USD-M perpetual history lands with explicit BTC-USDT-PERP routing + execution/mark price separation as the first #462 slice (#470, thanks @honginp), FastMCP transport imports now work across both module layouts (#469, thanks @roberttidball), and Requesty is available as an OpenAI-compatible LLM gateway provider (#474, thanks @Thibaultjaigu).
2026-07-11 🚀 v0.1.11 released (pip install -U vibe-trading-ai): rolls up three weeks since 0.1.10 — first-class Indian equity (NSE/BSE) backtesting, the PIT-safe fundamental factor layer (Alpha Zoo → 460), the 16-adapter IM channel runtime, end-to-end scheduled research, optional QVeris premium data, and today's contributor batch: a turnover-aware optimizer (#466, thanks @Robin1987China), an analyze_image vision tool + NapCat DM pairing + the IM-media read fix (#464/#463/#465, thanks @fei-moss), Longbridge Decimal serialization (#459, thanks @fanfpy), and packaged-manifest count guards (#461, thanks @asahikiko). Full details: CHANGELOG · release notes.
2026-07-10 🇮🇳 Indian equity (NSE/BSE) support + centralized env config: a dedicated IndiaEquityEngine lands — T+1 delivery, circuit bands, and a config-driven STT/stamp/exchange/SEBI/GST cost stack — with .NS/.BO symbol routing, an opt-in read-only Shoonya/Dhan data bridge, and 255 alpha101/qlib158 factors opted into the new equity_in universe (#305, thanks @muku314115). Environment variables now flow through a single Pydantic EnvConfig schema with an AST-based CI gate against future os.getenv sprawl (#440, closes #438, thanks @shadowinlife). Also: a second-confirmation dialog before committing a real trading mandate plus unified error toasts (#453, thanks @wison1717-maker), scheduled-research route tests (#452, thanks @Robin1987China), and GLM thinking models no longer lose their reasoning stream on the zhipu provider (#458).
2026-07-09 🧯 Docker startup unblocked + provider/CLI contributor batch: Docker/server startup no longer crashes when FastAPI route iteration sees an included-router-like entry without path (#450, thanks @Penn-Live). We also landed the queued quick-win contributor fixes: loader fetch() signatures now match the protocol across OKX / Tushare / yfinance (#437, thanks @shadowinlife), the CLI resume prompt preserves the first user message (#448, closes #447, thanks @morluto), Codex OAuth defaults to openai-codex/gpt-5.4 (#446, thanks @morluto), Kimi for Coding is available as a distinct provider (#435, thanks @yxhuang), opencode provider mappings are wired (#444, thanks @imsankz), and Tushare reference code fences now say python instead of pyhton (#449, thanks @flash1234pku). Validation included focused server/CLI/provider/loader tests plus a Docker build and /health smoke.
2026-07-08 💎 Fundamental factor layer (Phase 1) + optional QVeris premium data + maintainer day: PIT-safe SEC fundamentals now flow into daily factor panels — fund:* panel columns, filed-date anchoring with restatement and YTD-fram
Vibe-Trading is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by HKUDS. "Vibe-Trading: Your Personal Trading Agent". It has 20,859 GitHub stars.
Yes. Vibe-Trading passed SkillsLLM's automated security scan — a dependency vulnerability audit plus prompt-injection heuristics — with no high-severity issues. You can read the full report in the Security Report section on this page.
Clone the repository with "git clone https://github.com/HKUDS/Vibe-Trading" and add it to your Claude Code skills directory (see the Installation section above).
Vibe-Trading is primarily written in Python. It is open-source under HKUDS on GitHub, so you can review or fork the full source.
Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh Vibe-Trading against similar tools.
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