tqx SKILL.md skillA
tqx from starchild-ai-agent/official-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add starchild-ai-agent/official-skills/tqx@v2.4.2Pins v2.4.2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- starchild-ai-agent/official-skills
- Path
tqx/SKILL.md- Versions recorded
- 4
- Latest version
- v2.4.2, committed Jul 25, 2026
- First version recorded
- Jul 25, 2026
- Size
- 17,935 bytes
- Repository stars
- 32
- License
- none declared
TQX (tqx.trade) HK/US stock quant: factor analysis, strategy backtests, and agent-driven trading (paper or live) via the TQX CLIs. Use when the user wants to run factor IC/IR analysis, backtest a Python trading strategy on Hong Kong or US stocks, or set up agent-automated trading on a paper or live account (e.g. "backtest a moving-average strategy on AAPL", "analyze a momentum factor on HK stocks", "let the agent trade my TQX account", "join the TQX trading competition").
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# TQX Quant — Factor Analysis & Strategy Backtest TQX (https://www.tqx.trade) is a HK/US stock quant platform. This skill drives it through the official `tqx-cli` pip package. ## Official TQX skills (source of truth — read these first) TQX publishes two official skills. Fetch the raw URLs directly (the repo UI is a JS SPA; only `/-/git/raw/` URLs return content): **1. tqx-research** — factor analysis, strategy backtest, workflow management (Python `tqx-cli`, email/password login): - Main: `https://cnb.cool/liangyunzhijing/clis/-/git/raw/main/skills/tqx-research/SKILL.md` - References (read before generating code — do NOT guess APIs): - commands: `.../skills/tqx-research/references/commands.md` - strategy templates: `.../skills/tqx-research/references/strategy_templates.md` - US API: `.../skills/tqx-research/references/stock_us_api.md` - HK API: `.../skills/tqx-research/references/stock_hk_api.md` - tqx_data: `.../skills/tqx-research/references/tqx_data_usage.md` (replace `...` with `https://cnb.cool/liangyunzhijing/clis/-/git/raw/main`) …
Read the whole file at its exact version.
How to install
mdr add starchild-ai-agent/official-skills/tqx@sha256:09bc6a489654a005The line at the top of this page pins the label v2.4.2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_zndngevxjdqcx53t)
7 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, all committed on Jul 25, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.4.2 latest | 2026-07-25 | 0e91074 | 17,935 B | A | view · diff |
| v2.4.1 | 2026-07-25 | 1012733 | 17,935 B | A | view · diff |
| v2.4.0 | 2026-07-25 | a1d7d9d | 17,935 B | A | view · diff |
| v2.3.4 | 2026-07-25 | 311bfa3 | 17,935 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 (17935 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
starchild-ai-agent/official-skills · 32 stars · license none declared · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zndngevxjdqcx53t GET https://markdownregistry.com/api/v1/resolve?ref=starchild-ai-agent/official-skills/tqx GET https://markdownregistry.com/api/v1/blob/09bc6a489654a005c0b522bee81f747fab1aef92f9121b237bd14e4917e8e008
Your AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.