# Qveris

Paid capability marketplace for global multi-asset data; use it when free Vibe-Trading...

- Repository: https://github.com/HKUDS/Vibe-Trading (37375 stars)
- Category: Engineering
- License: MIT
- Last updated: 2026-11-01
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add HKUDS/Vibe-Trading --skill qveris -g -a claude-code -y`
Codex: `npx skills add HKUDS/Vibe-Trading --skill qveris -g -a codex -y`
Cursor: `npx skills add HKUDS/Vibe-Trading --skill qveris -g -a cursor -y`
Gemini CLI: `npx skills add HKUDS/Vibe-Trading --skill qveris -g -a gemini-cli -y`

## Description

Paid capability marketplace for global multi-asset data; use it when free Vibe-Trading sources lack coverage, depth, or provider quality, and keep free sources as the default for routine OHLCV.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# QVeris

QVeris is a paid capability marketplace for global market, fundamental, macro,
derivatives, crypto, China/HK, news, filings, and alternative-data calls. Use it
when the built-in free sources cannot cover the requested dataset, when the user
explicitly asks for QVeris, or when a premium provider is needed for depth such
as options Greeks, analyst/calendar feeds, broad provider comparison, or paid
China/HK/global coverage. For ordinary OHLCV, keep `source: "auto"` on the free
loader chain unless the user explicitly selects `source: "qveris"`.

Signup link: [QVeris via Vibe-Trading](https://qveris.ai/?ref=Vyjjo5G_1cAHJA).
Invite code fallback: `Vyjjo5G_1cAHJA`.

## Workflow

### 1. Discover with `qveris_search`

Call `qveris_search` first. Search is free and returns candidate capabilities
with `tool_id`, provider, parameters, examples, `expected_cost`, billing rule,
categories, and `stats` such as `success_rate` and average execution time.

Good queries are concrete:

- `US listed options chain implied volatility Greeks AAPL`
- `Hong Kong market daily OHLCV financial statements`
- `FRED CPI Treasury yield curve macro series`
- `China A share northbound fund flow daily`

### 2. Inspect with `qveris_inspect`

Call `qveris_inspect` on one or more `tool_id` values before any paid call.
Inspect is free and returns the fuller parameter schema and sample parameters.
Use it to verify required parameters, enum values, date formats, and output
shape before execution.

### 3. Call with `qveris_execute`

Call `qveris_execute` only after the user has enabled QVeris and the tool has
been inspected. Pass the inspected `tool_id`, the exact `parameters`, and a
reasonable `max_response_size`. Use `session_id` and `search_id` when available
so usage can be reconciled later.

## Choosing a Capability

Prefer the candidate with the best combination of:

The rest: https://github.com/HKUDS/Vibe-Trading/blob/HEAD/agent/src/skills/qveris/SKILL.md