data-routing skillA
data-routing is agent-read markdown (skill) from hkuds/vibe-trading: The single ROUTER for every data need. Load this skill BEFORE any backtest, data-fetch, or research task to pick the best available source/tool, honour auth (env) requirements, and avoid ban-risk providers..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified before it reaches your agent: the main file against the SHA-256 recorded here, the others against the git hashes of its source commit. The deterministic audit below grades the latest version, and the same checks always give the same file the same grade.
What the file says
# 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 | …
Read the whole file at its exact version.
How to install
mdr add hkuds/vibe-trading/data-routing@git:20260918.4b48ed9mdr add hkuds/vibe-trading/data-routing@sha256:f0b8f145848761ddPin to a label to follow the author's releases, or to a sha256 for exact bytes. Either way the resolved hash is written to mdr.lock, and mdr install fetches those bytes again and checks them, so it installs them exactly or fails.
[](https://markdownregistry.com/a/art_o4ofgcyw75g3m247)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260918.4b48ed9 latest | 2026-09-18 | 4b48ed9 | 9,744 B | A | view · diff |
| git:20260830.202b3be | 2026-08-30 | 202b3be | 9,594 B | A | view · diff |
| git:20260814.6d1f398 | 2026-08-14 | 6d1f398 | 9,231 B | A | view · diff |
| git:20260809.cf9c693 | 2026-08-09 | cf9c693 | 8,751 B | A | view · diff |
| git:20260807.47e0458 | 2026-08-07 | 47e0458 | 8,650 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9744 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hkuds/vibe-trading · 34,089 stars · license MIT · pushed 2026-09-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_o4ofgcyw75g3m247 GET https://markdownregistry.com/api/v1/resolve?ref=hkuds/vibe-trading/data-routing GET https://markdownregistry.com/api/v1/blob/f0b8f145848761dd0ee13ce9232a42f32ee249429f8df2719d524d02cfd797c1
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.