maister-standards-discover

Discover coding standards across a multi-language repository by analyzing configuration files, code patterns, documentation, and external sources like PRs and CI/CD to surface actionable practices.

Evidence-based scoring for code pattern discovery aggregates findings from parallel discovery across multiple sources, presenting high-confidence standards after applying de-duplication and conflict detection.

Identifying inconsistent coding standards is best achieved by running parallel discovery across config, code, docs, and external feedback to surface conflicts and harmonize consistent practices.

Finding coding standards with missing sources works through graceful degradation, which returns partial results and progress tracking instead of failing when documentation or CI/CD sources are unavailable.

Detecting conflicting coding standards from configuration files and code patterns uses explicit conflict detection within a reproducible pipeline to surface actionable inconsistencies.

Coding standards discovery tools for multi-language projects analyze configuration files, code patterns, documentation, and external sources to surface actionable standards with aggregated evidence.