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Compare Compose configurations between development and production.
Turn container statistics exports into resource usage summaries.
Define image cleanup policies that preserve required release versions.
Estimate container hosting capacity from CPU, memory, and storage measurements.
Identify merged and stale branches based on supplied repository metadata.
Validate branch names against configurable ticket and feature naming rules.
Identify inconsistent author names and email addresses in history exports.
Summarize repository size, large files, and historical growth.
Locate oversized tracked files that may unnecessarily inflate repository history.
Test filenames against supplied ignore patterns and explain matching rules.
Find generated files that are tracked despite matching expected ignore policies.
Generate small example changes that demonstrate common merge conflict patterns.
Build a pre-merge checklist for tests, conflicts, reviews, and migrations.
Summarize commits likely to be rewritten during a proposed rebase.
Compare tags with release metadata and expected version numbers.
Group commit messages into features, fixes, documentation, and maintenance changes.
Rank changed files using configurable rules for sensitive paths and high-impact components.
Identify files without matching ownership rules in a CODEOWNERS file.
Identify whitespace-only and generated-file changes that obscure meaningful code changes.
Combine branch, commit, ignore, ownership, and release checks into one report.
Calculate appropriate timeouts from historical job duration measurements.
Estimate storage needs for build artifacts under a specified retention policy.
Cluster build failures using error messages and stack trace fingerprints.
Compare build duration histories and flag significant slowdowns.