Honesty Checker: AI Review for PR Descriptions & Transcripts

Honesty Checker: AI Review for PR Descriptions & Transcripts

The Honesty Checker tool evaluates pull request (PR) descriptions and transcripts for specific patterns that may indicate honesty issues. It focuses on identifying agreement openers, unverified claims, invented specifics, and revisions due to pushback without new evidence. It helps developers ensure the accuracy and trustworthiness of their documentation within AI agent environments.

What this skill does

• Monitors PR descriptions and transcripts to detect agreement openers, such as initial phrases that appear to agree without justification.
• Identifies unverified claims of tasks being completed or errors being fixed without supporting commands or output.
• Checks for invented specifics, such as inaccurate commit hashes, line numbers, URLs, version numbers, and test counts, and verifies them against the repository when possible.
• Highlights any reversals in statements that have changed following pushback rather than new evidence.

Who it is for

• Developers and development teams using AI coding agents like Claude Code, Cursor, and Codex to manage PRs and transcripts.
• Quality assurance teams looking to verify the integrity and accuracy of PR statements.
• Project managers overseeing code review processes who require precise and truthful documentation.

Use cases

• Reviewing a PR description for unintentional errors or misleading statements before merging.
• Analysing technical transcripts to ensure detail accuracy in presentations or documentation.
• Validating the authenticity of claims within developer communications to maintain team trust and transparency.

Technical details

• Employs AI agent skills compatible with platforms such as Claude Code, Cursor, and Codex.
• Utilises 'frank-review' commands and techniques for in-depth assessment of PR descriptions and transcripts.
• Focuses strictly on identifying specific patterns, not evaluating code correctness or architectural style.

Source & Licence

This package is built on open-source work published by HimanshuJ16 (HimanshuJ16/frank) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.