Detect PRD conflicts with codebases using ripgrep and generate evidence reports.
npx skills add https://github.com/Gopherlinzy/prd-pilot --skill prd-pilot
Please help me install this Agent Skill. Skill: prd-pilot Source: https://github.com/Gopherlinzy/prd-pilot/tree/main Command: npx skills add https://github.com/Gopherlinzy/prd-pilot --skill prd-pilot
AI coding agents frequently implement PRD requirements that conflict with existing code or miss stale implementations, leading to rework and technical debt. This skill validates product requirement documents against actual codebases before coding begins, ensuring requirements are feasible and conflicts are caught early.
Use the prd-pilot skill to audit the provided PRD document against the current project codebase and generate a structured conflict report with code evidence.
High-intent search queries and answers about installing and using this skill.
PRD-code conflict detection works by cross-analyzing markdown PRD files against your actual codebase using ripgrep searches, producing structured audit reports that highlight discrepancies with specific file paths and line numbers as evidence.
Auditing updated sections of a product requirement document is best handled using a diff mode that audits only changed requirements incrementally, reducing audit time by up to 90% on typical changes compared to a full codebase scan.
PRD conflict detection prevents technical debt in AI coding workflows by validating product requirement feasibility against actual code before implementation begins, catching stale implementations and conflicts early to avoid rework.
Yes, you can use ripgrep to find stale project documentation by searching the codebase for outdated references, performing a documentation health check before relying on it for implementation.
Yes, PRD validation generates structured audit reports containing file paths and line numbers as evidence, which feed directly into specification generation and implementation planning for teams using spec-kit or Superpowers.
Automated PRD-code conflict detection requires reading markdown PRD files and executing codebase searches, meaning it relies heavily on the accuracy of existing documentation and the completeness of ripgrep search patterns to identify valid conflicts.
winsorllcSearch file contents with regular expressions using ripgrep or grep.
shaman007Identify and resolve ambiguities in feature specifications through structured questioning.
refactory-langGenerate baseline-spec.md and current-state.md from codebase and git history.
devalexanderdazaVerify technology stack feasibility against architecture and PRD documents.
