Vibe-Trading is a personal trading agent that gives an AI system tools for market analysis, algorithmic trading, backtesting, and related workflows. It is for users who want an agent to research and evaluate trading strategies or manage simulated and other trading activities. The catalogue contains skills that expose these trading capabilities to compatible agents.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add HKUDS/Vibe-Trading --skill data-routinggit clone --depth 1 https://github.com/HKUDS/Vibe-TradingWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/hkuds/vibe-trading/data-routing)<a href="https://agentmods.dev/skills/hkuds/vibe-trading/data-routing"><img src="https://agentmods.dev/badge/skills/hkuds/vibe-trading/data-routing/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/hkuds/vibe-trading/data-routing"><img src="https://agentmods.dev/badge/skills/hkuds/vibe-trading/data-routing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00047 | $0.02679 |
| Opus 5 | $0.00023 | $0.01340 |
| Sonnet 5 | $0.00009 | $0.00536 |
| Haiku 4.5 | $0.00005 | $0.00268 |
Grade A, and why
data-routing scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
1 near-identical copy found in the catalogue:
- data-routing — 88% identical, 23 lines differ
How it starts
The opening of the file, as written. The whole thing — 156 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Data Routing (Router)
This is the one router. It maps (a) every registered backtest data source to its
markets / auth / skill, and (b) every research data need to the concrete tool
that serves it, its market, and the env key it requires. Source names below are a
strict subset of backtest.loaders.registry.VALID_SOURCES (enforced by
tests/test_data_routing_sources_subset.py).
Source Overview
Every name here is a registered OHLCV/backtest source in VALID_SOURCES.
"Runner-internal" sources are selected by the backtest runner, not authored as a
per-source skill.
| Source | Markets | Auth (env key) | Network | Skill |
|---|---|---|---|---|
| tushare | A-shares, funds, futures, macro | Yes (TUSHARE_TOKEN) |
China network | tushare |
| akshare | A-shares, US, HK, futures, macro, forex | No | Unrestricted | akshare |
| yfinance | US, HK, Canada (TSX/TSXV) stocks, ETFs | No | Needs Yahoo access | yfinance |
| okx | Crypto (OKX exchange) | No | Needs okx.com access | okx-market |
| nobitex | Crypto, IRT/Toman-quoted pairs (BTC-IRT, USDT-IRT — Iran market premium) | No | Needs apiv2.nobitex.ir access | data-routing (explicit *IRT routing only) |
| wallex | Crypto, TMN/Toman-quoted pairs (USDT-TMN, BTC-TMN — Iran market premium) | No | Needs api.wallex.ir access | data-routing (explicit *TMN routing only; truly serves 1m/1h/1d) |
| ccxt | Crypto (100+ exchanges) | No | Needs exchange access | ccxt |
| baostock | A-shares (free daily/min) | No | China network | data-routing |
| tencent | A-shares, HK, US (never-banned) | No | Unrestricted | data-routing |
| mootdx | A-shares (TDX servers, never-banned) | No | China network | data-routing |
| futu | A/HK/US via OpenD gateway | Yes (OpenD running) | Local gateway | data-routing (runner-internal) |
| mt5 | Forex & metals (your broker's MT5 feed) | Yes (running, logged-in MT5 terminal; optional ~/.vibe-trading/mt5.json) |
Local terminal (Windows) | data-routing (runner-internal) |
| tickerall | Forex & metals (same broker MT5 feed, hosted) | Yes (TICKERALL_API_KEY + TICKERALL_ACCOUNT_ID; read-only) |
Hosted API (any OS, no terminal) | data-routing (runner-internal; explicit source=tickerall only) |
| local | User CSV/parquet on disk | No | Offline | data-routing (runner-internal) |
| eastmoney | A-shares, HK, US equities | No (IP-throttled) | Unrestricted | data-routing |
| sina | US equities (daily OHLCV) | No (IP-throttled) | Unrestricted | data-routing |
| stooq | US equities (daily OHLCV) | No | Unrestricted | data-routing |
| yahoo | US, HK, Canada (TSX/TSXV) equities | No (IP-throttled) | Needs Yahoo access | data-routing |
| finnhub | US equities | Yes (FINNHUB_API_KEY) |
Unrestricted | data-routing |
| alphavantage | US equities | Yes (ALPHAVANTAGE_API_KEY) |
Unrestricted | data-routing |
| tiingo | US equities | Yes (TIINGO_API_KEY) |
Unrestricted | data-routing |
| fmp | US equities | Yes (FMP_API_KEY) |
Unrestricted | data-routing |
| qveris | Global multi-asset (paid, credits) | Yes (QVERIS_API_KEY / Settings) |
QVeris API | qveris |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday Changed · +2 lines 6b44c4dbb21e
- 9d ago First seen · 154 lines · 47 tokens per session scan A 528fbcc8dc00
data-routing is a skill published in the GitHub repository HKUDS/Vibe-Trading (33,017 stars, last pushed yesterday), licensed MIT. It adds 47 tokens to every session and 2,679 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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