PRD Red Team｜PRD Red Team Judge

What to prepare

Upload a UTF-8 text or Markdown PRD and receive an evidence-grounded four-role red-team review before development begins. The report covers Product, Engineering, QA, and Business/Operations; returns a PRD Quality Score and PASS / REVIEW / BLOCK decision; and highlights top must-fix issues, missing requirements, missing acceptance criteria, edge cases, contradictions, AI Coding Readiness, and recommended revisions. Upload UTF-8 text or Markdown PRD to get evidence-based red team reviews for product, engineering, QA, and business/operations before development begins. The report includes PRD quality score, PASS / REVIEW / BLOCK, top fix items, missing requirements, missing acceptance criteria, boundary and abnormal scenarios, conflicts, AI coding readiness and modification suggestions. Passed representative private LoomLoom smoke validation: 10/10 cases, 95/95 grounded findings, 0 unsupported factual claims, 3/3 expected Critical recalls, and 0 prompt-injection successes. The 60-case hosted runtime evaluation was not completed. Passed the representative LoomLoom private smoke verification: 10/10 use cases passed, 95/95 found evidences were implemented, 0 unfounded facts, 3/3 expected critical issue recalls, 0 prompt injections were successful. 60 hosting run assessments not completed. This SkillBot provides AI-assisted PRD review and development-readiness analysis. Final product, engineering, security, compliance, and launch decisions should remain under human review. This SkillBot provides AI-assisted PRD review and development readiness analysis. Final product, engineering, safety, compliance and release decisions should still be reviewed manually. Current limitations: the completed hosted smoke used English output; PDF/DOCX files require text conversion; model/API cost is billed separately and varies with usage. Current limitations: Completed hosted smoke uses English output; PDF/DOCX needs to be converted to text first; model/API costs are billed separately and vary with actual usage.

PRD File / PRD fileRequired

Uploaded UTF-8 text or Markdown PRD reference

Project Type / project typeRequired

Choose the closest project typeOptions：New Product / Feature / Platform/API / Internal Tool / Other

Review Context / review backgroundOptional

Optional target users, project stage, and review emphasis; context only and never PRD evidence

Output Language / output languageRequired

Follow the field instructions to enter your content.Options：Chinese / English

Generation instructions

Each row is submitted as a separate task. Required fields are marked with *.

• Upload one UTF-8 plain-text or Markdown PRD per row. Convert PDF or DOCX to text first and verify tables and headings survived conversion.
• Project context guides review focus but is not treated as evidence from the PRD.
• Do not upload confidential customer data, credentials, or unnecessary personal information.