deck-report-qc

Extract text and numbers from equity-investing decks and log QC issues.

488|76|Updated Jun 2, 2026
One-click install
npx skills add https://github.com/openai/role-specific-plugins --skill deck-report-qc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: deck-report-qc
Source: https://github.com/openai/role-specific-plugins/tree/main/plugins/financial-markets/skills/deck-report-qc
Command: npx skills add https://github.com/openai/role-specific-plugins --skill deck-report-qc

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a standardized first-pass QC process for Public Equity Investing decks, reports, and memos to surface data gaps, source attribution issues, and narrative inconsistencies before senior review.

Core Features & Use Cases

  • Automated extraction of text and numerical mentions from slide decks and reports.
  • Generation of structured QC artifacts (segments, numbers, issue log, and a ready-to-review HTML report).
  • Workflow support for deliverable intake, routing, and adaptive QC posture.

Quick Start

Run the first-pass QC extractor on your deck file to generate segments, numbers, and a QC issue log, plus a preliminary HTML report.

Frequently Asked Questions about deck-report-qc

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate first-pass QC for public equity investing decks?

You can automate first-pass QC for public equity decks by running an extractor that identifies data-source gaps, unit or period ambiguity, and narrative inconsistencies before senior review.

What is narrative consistency checking in equity research notes?

Narrative consistency checking in equity research notes is the process of flagging conflicting statements and data gaps across slides and memos to ensure report accuracy before review.

Can I generate an HTML QC report directly from investor deck files?

Yes, you can generate a ready-to-share HTML QC report and manifest directly from investor deck files by extracting segments, numbers, and an issue log with severity ratings.

How do I flag data-source attribution gaps in investment memos?

Flag data-source attribution gaps in investment memos by applying an automated QC extractor that logs missing source citations and data ambiguities with assigned severity levels.

Does the deck QC process work without external dependencies?

Yes, the deck QC process works without external dependencies, operating entirely within its environment to extract deterministic text and numbers for issue logging.

What are the limitations of automated QC for equity research decks?

Automated QC for equity research decks is limited to a first-pass review, flagging data accuracy and narrative inconsistencies but not replacing the need for final senior analyst review.