QVeris
Skill Hub/qveris-earnings-call-brief
OfficialVerifiedMarkets / Financial research

Earnings call brief

by QVeris

Use this skill when an agent needs to summarize an earnings event quickly without relying on stale model memory. It discovers transcript, filing, financial, quote, and news capabilities, calls only the requested event window, and returns a structured brief.

Task value

Turn earnings releases, transcripts, guidance, analyst questions, news, and market reaction into an analyst-ready brief with QVeris evidence.

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 credits5-160 credits
FinanceEarningsTranscriptsGuidanceBrief
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 create an earnings call brief for MSFT. Include reported numbers, guidance, transcript themes, analyst Q&A, market reaction, risks, QVeris capabilities used, paid Call count, and missing evidence.

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 compare this quarter earnings guidance with prior quarter commentary and recent analyst expectations. Highlight changed assumptions and market reaction.

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 scan the earnings transcript Q&A for demand, margin, competition, regulation, and capital allocation risks. Cite exact source types and separate management claims from evidence.

QVeris API calls
DiscoverInspectCall
Expected result

Audit appendix · JSON / appendix

Open case

Prompt Templates

Starter prompts that turn the skill into executable agent work.

Earnings brief

Summarize one earnings event.

Use QVeris to create an earnings call brief for MSFT. Include reported numbers, guidance, transcript themes, analyst Q&A, market reaction, risks, QVeris capabilities used, paid Call count, and missing evidence.

Guidance change

Find what changed versus prior expectations.

Use QVeris to compare this quarter earnings guidance with prior quarter commentary and recent analyst expectations. Highlight changed assumptions and market reaction.

Q&A risk scan

Extract risks from analyst questions and management answers.

Use QVeris to scan the earnings transcript Q&A for demand, margin, competition, regulation, and capital allocation risks. Cite exact source types and separate management claims from evidence.

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 earnings event data

Find transcripts, earnings releases, financial statements, filings, quote reaction, calendar, and news capabilities.

Sample query: earnings transcript financial results guidance quote reaction API

transcript providersFMPTwelve Datafiling providersnews providers
Recipe step 02InspectPOST /tools/by-ids

Inspect event coverage

Verify transcript availability, event date, fields, pagination, and billing before execution.

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

Call earnings evidence

Call selected earnings sources and turn them into a concise analyst brief with source trace.

Transcript providersFinancial data providersMarket data providersNews 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 calls5-15
Estimated credits5-160 credits
Free actions
DiscoverInspect
Paid action
Call

Expected QVeris usage

This workflow usually needs 5-15 paid Calls after free Discover and Inspect preflight. Cost depends on providers, ticker count, and time window.

Ask for explicit approval before paid Calls. Inspect billing_rule for every selected capability and reduce scope if the estimate is too high.

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-earnings-call-brief
git clone https://github.com/QVerisAI/open-qveris-skills.git && cd open-qveris-skills/qveris-earnings-call-brief
Install skillOpenClaw
openclaw skills install qveris-earnings-call-brief

Agent Execution Flow

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

01

Scope event

Set ticker, quarter, event window, and whether to focus on results, guidance, or Q&A risk.

02

Discover sources

Use QVeris to find transcript, filing, financial, quote, and news capabilities.

03

Call event window

Call only the relevant event window and keep source trace for every claim.

04

Brief and compare

Return numbers, changed guidance, Q&A risk, market reaction, and follow-up checks.

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.

Earnings call brief — Skill Hub | QVeris