briefing-scorecard

Audit briefing claims against authoritative sources and generate accuracy scorecards.

1|1|Updated Feb 8, 2026

Search Tags:#quality control #scorecard #claim verification #fact checking #report validation #briefing audit

Ready to run

npx skills add https://github.com/dapperdivers/roundtable-arsenal --skill briefing-scorecard

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: briefing-scorecard
Source: https://github.com/dapperdivers/roundtable-arsenal/tree/main/vault/briefing-scorecard
Command: npx skills add https://github.com/dapperdivers/roundtable-arsenal --skill briefing-scorecard

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill prevents inaccurate daily briefings from propagating by systematically comparing published claims against authoritative reports, ledgers, and verification sources.

Core Features & Use Cases

Forensic Claim Auditing: Classifies briefing statements as verified, stale-echo, fabricated, or unverifiable-personal based on available evidence.
Pipeline Quality Checks: Runs mechanical assertions for counters, citations, liveness reporting, required sections, and traceable numbers.
Use Case: Review a week's AI-generated operational briefings to identify reliability regressions and produce a scorecard showing where errors entered the reporting pipeline.

Quick Start

Run the briefing-scorecard skill to audit the latest seven daily briefings and generate the weekly claim accuracy scorecard.

Frequently Asked Questions about briefing-scorecard

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

FAQPage Schema

How do I audit AI-generated briefings for factual accuracy against authoritative sources?▼

You can audit AI-generated briefings by classifying published claims and validating assertions against authoritative reports, then tracing evidence to generate a scorecard identifying where reporting pipeline errors entered.

What does a briefing scorecard check during report quality control?▼

A briefing scorecard checks report quality control by running mechanical assertions for counters, citations, liveness reporting, required sections, and traceable numbers to detect inaccurate operational reporting.

How does claim verification classify unreliable statements in operational reports?▼

Claim verification classifies unreliable operational report statements as stale-echo, fabricated, or unverifiable-personal based on available evidence traced from authoritative sources.

Can I use fact checking to review a week of daily briefings for reliability regressions?▼

Yes, you can use fact checking to review seven daily briefings by validating assertions and tracing evidence to produce a weekly scorecard highlighting reliability regressions in the reporting pipeline.

What is the best way to detect fabricated claims in AI-generated operational reports?▼

Detect fabricated claims in AI-generated operational reports by applying forensic claim auditing to classify statements and trace evidence against authoritative ledgers and verification sources.