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QVeris Paid Data Marketplace

Searches and calls paid global market, macro, crypto and China/HK data providers when free sources fall short

Source Download skill
Repository
HKUDS/Vibe-Trading
Stars
37,433
Licence
MIT
Files
3 files

What it does

This skill teaches an AI agent to use QVeris, a paid marketplace of data providers covering stocks, options, macro series, crypto, filings, news and alternative data. Normally the agent uses free public sources for routine price data. With this skill, when those free sources lack coverage or depth, the agent first searches for a suitable paid capability, inspects its parameters and cost, and only then executes a billable call while tracking the credits spent.

Great for

  • Analysts or quant researchers who need options Greeks, analyst feeds, or paid China/HK or global coverage that free sources do not provide
  • Users of Vibe-Trading who already have a QVeris account and API key and want controlled, budgeted access to premium data
  • Developers building backtests who want the agent to show provider success rates and costs before spending credits

Skip it if

  • Routine daily OHLCV price work, which the skill itself says should stay on free sources; using paid calls here wastes credits
  • Users without a QVeris account or budget, since paid calls spend real money and the skill is unavailable without an API key
  • Anyone expecting guaranteed data quality: the skill notes some providers succeed 0% of the time, so paid results may be empty or poor

Try asking

  • “Get the implied volatility and Greeks for the AAPL options chain using QVeris, and show the cost before running it”
  • “Find a Hong Kong daily OHLCV provider on QVeris and compare success rates and expected cost”
  • “Pull the FRED CPI and Treasury yield curve series through QVeris with the session budget set to 10 credits”
Step-by-step guide: how to use QVeris Paid Data MarketplaceInstall, first run, examples, tips and FAQs

Install in 3 steps

  1. 1

    Download the skill

    The ZIP contains the 3 original files, the MIT licence and an attribution note.

    qveris.zip
  2. 2

    Add it to your agent

    Claude Code (all projects)

    mkdir -p ~/.claude/skills && unzip qveris.zip -d ~/.claude/skills/

    Claude Code / Agent SDK (this project only)

    mkdir -p .claude/skills && unzip qveris.zip -d .claude/skills/

    Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.

  3. 3

    Ask for the task

    No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.

Get better results

  • Keep mode set to free for ordinary price data, and only enable paid mode with a budget_credits_per_session limit when you truly need premium coverage
  • Ask the agent to show success_rate and expected_cost for candidate tools before it executes any paid call
  • Check your balance with vibe-trading data status before large or repeated queries

What's inside

  • references/coverage.md
  • references/rest-api.md
  • SKILL.md

Redistributed unmodified from HKUDS/Vibe-Trading under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.