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 web-readergit 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/web-reader)<a href="https://agentmods.dev/skills/hkuds/vibe-trading/web-reader"><img src="https://agentmods.dev/badge/skills/hkuds/vibe-trading/web-reader/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/web-reader"><img src="https://agentmods.dev/badge/skills/hkuds/vibe-trading/web-reader.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Snyk warn
- 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 | $0.00048 | $0.00549 |
| Opus 5 | $0.00024 | $0.00275 |
| Sonnet 5 | $0.00010 | $0.00110 |
| Haiku 4.5 | $0.00005 | $0.00055 |
Grade A, and why
web-reader 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 8d ago.
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:
- web-reader — 100% identical, 0 lines differ
What it actually says
Web Reading
Purpose
Converts any URL into clean Markdown text, removing ads, navigation, styling, and other distractions. Suitable for:
- Reading API documentation (
tushare,OKX,yfinance, and similar) - Reading technical articles and blogs
- Retrieving research reports and announcements
- Reading GitHub README / Wiki pages
Usage
Call the read_url tool directly (do not use bash + requests, call the tool directly):
read_url(url="https://tushare.pro/document/2?doc_id=27")
Returns JSON:
{
"status": "ok",
"title": "Page title",
"url": "Original URL",
"content": "Page content in Markdown format",
"length": 12345
}
Notes
- Content longer than 8000 characters will be truncated, with the total length noted at the end
- Dynamically rendered SPA pages may return only skeleton HTML
- Chinese content is supported normally
Privacy & freshness
- Third-party dependency:
read_urlforwards the full target URL (including any query string) to the external Jina Reader service (r.jina.ai). Do not pass URLs containing credentials, tokens, or private/internal addresses — they would leave this host. - Caching/staleness: results may be a cached snapshot, not live data.
When stale, the JSON includes
"cached": true; passno_cache=trueto force a fresh fetch (slower — use only when freshness matters). - Bash fallback caveat: if a site blocks the reader (e.g. HTTP 451) a
manual
bash + requestsfetch is possible, but it bypasses this tool's URL safety guard and the Jina layer — use sparingly and never for internal/authenticated URLs.
Common Usage
Read API Documentation
read_url(url="https://tushare.pro/document/2?doc_id=27")
Read Technical Articles
read_url(url="https://blog.example.com/quantitative-trading-guide")
Retrieve GitHub Project Information
read_url(url="https://github.com/PaddlePaddle/PaddleOCR")
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.
- 8d ago First seen · 71 lines · 48 tokens per session scan A 82ada9c53c51
web-reader is a skill published in the GitHub repository HKUDS/Vibe-Trading (33,177 stars, last pushed yesterday), licensed MIT. It adds 48 tokens to every session and 549 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 2026-09-03.
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