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JAIPilot

@jaipilot source repo

8 published skills

  1. ▌
    Jaipilot Clean Java · jaipilot bundle
    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, stable upgrades, slow algorithms, allocation, I/O, contention, or virtual-thread evaluation.
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  2. ▌
    Jaipilot Openrewrite · jaipilot bundle
    Apply clean, bounded Java migrations with pinned OpenRewrite recipes and complete diff review. Use for repeated type-aware JDK, framework, dependency, build, package, or API transformations in Maven or Gradle; do not use for a small manual refactor or behavior redesign.
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  3. ▌
    Jaipilot Remote Java · jaipilot bundle
    Run a committed Java revision as a bounded disposable remote build for compilation, tests, analyzers, profiling, benchmarks, or toolchain work when the laptop has no concrete advantage. Requires repository-specific source-upload consent and never uploads dirty files.
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  4. ▌
    Jaipilot Review Diff · jaipilot bundle
    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.
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  5. ▌
    Jaipilot Optimize Java · jaipilot bundle
    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.
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  6. ▌
    Jaipilot Fast Execution · jaipilot bundle
    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.
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  7. ▌
    Jaipilot Generate Tests · jaipilot bundle
    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.
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  8. ▌
    Jaipilot Maintainer Intent · jaipilot bundle
    Research repository history and maintainer intent before implementing or publishing a Java maintenance change. Use for dependency-bot failures, unfamiliar upstream contributions, competing fixes, or deciding whether to proceed, join existing work, comment, wait, or take no action.
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