deck-report-qc

Run first-pass QC reviews on public equity investment deliverables and generate HTML reports.

8|12|Updated Sep 19, 2025
One-click install
npx skills add https://github.com/xpert-ai/xpert-plugins --skill deck-report-qc-xpert-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: deck-report-qc
Source: https://github.com/xpert-ai/xpert-plugins/tree/main/community/roles/financial-markets/skills/deck-report-qc
Command: npx skills add https://github.com/xpert-ai/xpert-plugins --skill deck-report-qc-xpert-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Public equity investing teams often release decks, reports, memos, and model outputs with hidden numerical inconsistencies, missing source citations, chart-narrative contradictions, and formatting errors that undermine senior review confidence and lead to poor investment decisions if caught too late.

Core Features & Use Cases

  • First-pass heuristic scanning: Automatically extract text, numbers, and sources from PPTX, DOCX, XLSX, PDF, and other common file types to flag potential issues like repeated metric mismatches, unit ambiguity, and source gaps.
  • Systematic QC workflow: Follow a structured 7-step process to classify deliverables, build a QC map, run issue checks, assign evidence confidence, determine circulation posture, and produce compliant output.
  • Polished senior-review reports: Generate a standalone HTML QC report with decision-critical tie-outs prioritized at the top, or a standardized dashboard payload for team-wide issue tracking, aligned with public equity research standards.
  • Use Case: A research analyst preparing an initiating coverage deck can use this skill to catch mismatched EBITDA values across slides, missing as-of dates for market data, and chart takeaway contradictions before submitting the deck to the investment committee.

Quick Start

Use the deck-report-qc skill to run a first-pass quality control review on your public equity investing deck, report, memo, or model output and generate a senior-review QC report with prioritized issues and circulation readiness assessment.

Frequently Asked Questions about deck-report-qc

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

FAQPage Schema
How do I run quality control checks on an equity research deck before senior review?

Quality control for investment reports involves systematic number tie-out, source footnote validation, and chart-narrative consistency checks. This process classifies deliverables, builds a QC map, assigns evidence confidence, and generates a standalone HTML report with decision-critical issues prioritized at the top.

What is report QC and how does it catch numerical inconsistencies in investment deliverables?

Report QC is a structured 7-step workflow that catches hidden numerical inconsistencies in investment deliverables by automatically extracting and cross-referencing data across slides and memos. It flags repeated metric mismatches and chart takeaway contradictions to ensure formatting and data accuracy before external circulation.

Can I validate source footnotes and check chart-narrative consistency in public equity reports?

Yes, you can validate source footnotes and check chart-narrative consistency in public equity reports. The QC workflow systematically scans for source gaps, verifies footnote citations, and flags contradictions between chart takeaways and narrative text to align deliverables with public equity research standards.

How do I generate a QC dashboard payload for tracking issues across investment memos and model outputs?

First-pass QC scanning supports common file types including PPTX, DOCX, XLSX, and PDF. It extracts embedded text, numbers, and source citations from these formats to flag potential issues like unit ambiguity, repeated metric mismatches, and missing source gaps across mixed packs of investment deliverables.

Does deck review QC work for initiating coverage decks and earnings reviews?

Deck review QC works for initiating coverage decks, earnings reviews, valuation reports, and investment committee materials. It applies substantive QC workflows to mixed packs of research decks and model outputs to determine circulation posture and ensure senior review confidence across public equity investing use cases.