QVeris
Skill Hub/qveris-alt-data-demand-signal
OfficialVerifiedMarkets / Financial research

Alt data demand signal

by QVeris

Use this skill when an agent needs a source-backed alt data demand signal workflow. It uses QVeris to discover, inspect, and call the required data capabilities, then returns an auditable brief with evidence strength, missing data, estimated usage, and risk notes.

Task value

Use public demand proxies, search, social, app, review, traffic, news, and price reaction to monitor demand shifts.

Best for

Investor research agents, portfolio monitors, and analyst workflows

Expected output

A source-backed research brief with evidence, risk notes, QVeris calls used, and estimated credits.

Supported agents4
Workflow cases3
Estimated credits6-240 credits
FinanceAltdatademandsignal
Source repoManifest

Case Workflows

Each article or tutorial is treated as a reusable workflow source: content, copied prompt, QVeris API recipe, and expected output.

Content source

Product article

Use FMP with QVeris

Turn structured financial data into callable agent capabilities.

Copied prompt

Use QVeris to find alternative data demand signals for consumer AI apps. Include data sources discovered, capabilities inspected, paid Calls used, estimated credits, evidence gaps, and risks.

QVeris API calls
DiscoverInspectCall
Expected result

Analyst memo · Markdown memo

Open case
Content source

Product article

Twelve Data market capabilities

Add market data coverage for global research and screening workflows.

Copied prompt

Use QVeris to run alt data demand signal for AAPL, NVDA, MSFT, and TSLA. Rank by evidence quality and market relevance.

QVeris API calls
DiscoverInspectCall
Expected result

Signal table · Table

Open case
Content source

Tutorial

OpenClaw A-share finance assistant

A practical workflow for source-backed A-share monitoring.

Copied prompt

Use QVeris to find alternative data demand signals for consumer AI apps. Include data sources discovered, capabilities inspected, paid Calls used, estimated credits, evidence gaps, and risks.

QVeris API calls
DiscoverInspectCall
Expected result

Audit appendix · JSON / appendix

Open case

Prompt Templates

Starter prompts that turn the skill into executable agent work.

Alt data demand signal

Run the alt data demand signal workflow with QVeris data.

Use QVeris to find alternative data demand signals for consumer AI apps. Include data sources discovered, capabilities inspected, paid Calls used, estimated credits, evidence gaps, and risks.

Watchlist scan

Run the workflow across a bounded ticker list.

Use QVeris to run alt data demand signal for AAPL, NVDA, MSFT, and TSLA. Rank by evidence quality and market relevance.

Expected Outputs

The formats an agent should return after the workflow runs, with enough structure for reuse and auditing.

Markdown memo

Analyst memo

A concise research memo with conclusion, evidence, dissent, and caveats.

Sections
  • Scope
  • Key findings
  • Evidence table
  • Risks and dissent
  • QVeris calls and credits
Table

Signal table

A scan-friendly table for tickers, sources, events, or watchlist items.

Sections
  • Subject
  • Signal
  • Evidence strength
  • Market relevance
  • Next verification
JSON / appendix

Audit appendix

A provenance record of capabilities, sources, windows, and estimated cost.

Sections
  • capabilities_used
  • sources
  • paid_calls
  • estimated_credits

QVeris API Recipe

The concrete Discover, Inspect, and Call sequence this skill expects the agent to run.

Recipe step 01DiscoverPOST /search

Find alt data demand signal data

Find search, social, app, review, traffic, news, and quote data capabilities needed for this workflow.

Sample query: alternative data demand search social app review traffic news API

QVeris capability indexfinancial data providersmarket data providersnews and filing providers
Recipe step 02InspectPOST /tools/by-ids

Inspect coverage and billing

Check coverage, parameters, freshness, latency, success signals, and billing_rule before paid calls.

Capability schemasProvider metricsBilling rules
Recipe step 03CallPOST /tools/execute

Call alt data demand signal evidence

Execute bounded QVeris calls and compose results into a traceable finance brief.

Market data providersFinancial data providersNews providersFiling providers

QVeris Usage & Cost

A planning estimate before execution. Discover and Inspect are free; successful Call execution follows the selected provider billing rule.

Typical paid calls6-24
Estimated credits6-240 credits
Free actions
DiscoverInspect
Paid action
Call

Expected QVeris usage

This workflow usually needs 6-24 paid Calls after free Discover and Inspect preflight. Cost depends on provider billing, ticker count, and time window.

Ask for explicit approval before paid Calls. Reduce tickers, windows, or source count if the estimate is above budget.

Installation

Install the skill in the target agent environment. Agents must ask before running commands or changing local configuration.

Official GitHub source

This is the source of record for QVeris skills. Inspect or fork the skill folder before installing it in an agent environment.

Open source
Source pathQVerisAI/open-qveris-skills/qveris-alt-data-demand-signal
git clone https://github.com/QVerisAI/open-qveris-skills.git && cd open-qveris-skills/qveris-alt-data-demand-signal
Install skillOpenClaw
openclaw skills install qveris-alt-data-demand-signal

Agent Execution Flow

The visible chain the agent should expose after the user copies a prompt.

01

Set scope

Define market, tickers, time window, output format, and maximum paid-call budget.

02

Discover and inspect

Use QVeris Discover and Inspect to choose sources before paid execution.

03

Call bounded evidence

Call only the required data capabilities and preserve source traceability.

04

Brief with caveats

Return findings, evidence strength, missing proof, usage trace, and not-investment-advice language.

Install policy

Read manifest and agent.md first. Explain the install command, API actions, and possible credit usage. Wait for explicit approval before making local changes.

Alt data demand signal — Skill Hub | QVeris