JAIPilot

jaipilot-clean-java

Safely remove unused Java, consolidate equivalent logic, reduce real complexity, enforce stable architecture rules, modernize compatible dependencies or JDKs, and optimize measured workloads. Use for dead code, AI-generated clutter, duplication, excessive classes or methods, ArchUnit rules, OpenRewrite migrations, stable upgrades, slow algorithms, allocation, I/O, contention, or virtual-thread evaluation.

AI & Automation Listed

jaipilot-generate-tests

Add or strengthen meaningful Java tests and raise fresh per-class coverage through bounded parallel work. Use for JUnit or TestNG gaps, regression tests, boundary cases, surviving mutations, missing assertions, or an explicit JaCoCo coverage campaign.

jaipilot-review-diff

Review a complete Java Git change for behavioral regressions, unnecessary code, compatibility risk, and missing proof using repository-native checks. Use for pull-request or pre-commit review, changed-code risk, architecture drift, regression analysis, or a request to verify a Java change.

jaipilot-fast-execution

Reduce wall time for substantial Java repository builds, tests, analyzers, and benchmarks through resource-aware batching and safe native parallelism. Use for slow Maven or Gradle work, CI-parity runs, large test suites, or requests to execute Java verification faster without weakening it.

jaipilot-optimize-java

Turn a bounded Java change into its smallest verified form by removing proven waste, simplifying logic, measuring performance, adding useful tests, and evaluating compatible upgrades. Use when asked to optimize, perfect, harden, or comprehensively improve a Java diff, pull request, module, or explicitly scoped project area.

jaipilot-remote-java

Offload substantial Java builds, tests, analyzers, profilers, or benchmarks to authenticated disposable JAIPilot hardware, including the current tracked and unignored working tree. Use when remote execution materially reduces laptop setup, resource pressure, or interruption; do not use for ordinary quick checks or workloads that require unavailable private services.