Vu Thanh Tai 4ad5756899
feat: expand Kiro adapter to full language coverage (#2101)
* feat: expand Kiro adapter to full language coverage

- Add 17 new agents (typescript, rust, kotlin, java, cpp, django, swift,
  fsharp, pytorch, mle, performance-optimizer) in both .md and .json formats
- Add 25 new skills (rust, kotlin, java/spring, django, fastapi, nestjs,
  react, nextjs, cpp, swift, mle/pytorch, deep-research, strategic-compact,
  autonomous-loops, content-hash-cache-pattern)
- Add 6 new language-specific steering files (rust, kotlin, java, cpp, php, ruby)
- Add 3 new hooks (rust-check-on-edit, python-lint-on-edit, security-check-on-create)
- Update README with expanded component inventory and documentation
- Fix install.sh line endings for macOS compatibility

Total Kiro components: 33 agents, 43 skills, 22 steering files, 13 hooks

* fix: resolve P1/P2 violations in Kiro agents, skills, and steering

- java-patterns.md: remove reference to non-existent quarkus-patterns skill
- kotlin-patterns.md: fix insecure BuildConfig recommendation for secrets
- swift-actor-persistence: fix Swift version claim (5.9+) and Dictionary crash
- java-reviewer.md: add recursive framework detection + robust diff chain
- kotlin-reviewer.md: replace unreliable diff detection with fallback chain
- rust-reviewer.md: add diff fallback + make CI gating mandatory
- jpa-patterns: add DISTINCT to fetch-join query to prevent duplicates
- django-reviewer.md: add migration safety check, narrow save() rule,
  fix pytest-django behavior description

* fix: resolve remaining violations in Kiro agents, skills, and docs

Agents:
- java-build-resolver.md: remove quarkus-patterns ref, fix 'Initialise' spelling
- java-reviewer.json: remove quarkus-patterns ref from prompt
- mle-reviewer.md, cpp-build-resolver.md, java-build-resolver.md,
  performance-optimizer.md: fix allowedTools 'read' -> 'fs_read'

Hooks:
- rust-check-on-edit: fix description to match askAgent behavior

Skills:
- content-hash-cache-pattern: hyphenate 'Content-Hash-Based'
- cpp-testing: hyphenate 'real-time'
- django-security: use placeholder secrets, fix CSRF_COOKIE_HTTPONLY=False
- nestjs-patterns: add Logger to HttpExceptionFilter for non-Http errors
- react-patterns: add React 19 compatibility note for useActionState
- rust-patterns: remove edition-specific 'Rust 2024+' reference
- springboot-patterns: cap exponential backoff, recommend Resilience4j
- springboot-security: fix invalid @Query SQL injection example
- swift-protocol-di-testing: add thread-safety doc comment to mock

Docs:
- README.md: fix Project Structure counts (33/43/22/13)

* fix: sync README tree with counts, restore local diff in kotlin-reviewer, correct django FK index guidance

- README.md: Project Structure tree now lists all 33 agents, 43 skills,
  22 steering files, and 13 hooks (was showing old subset)
- kotlin-reviewer.md: restore git diff --staged / git diff for local
  pre-commit review before falling back to HEAD~1
- django-reviewer.md: clarify that ForeignKey fields are indexed by
  default; only flag missing db_index on non-FK filter columns
2026-06-07 13:26:37 +08:00

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nextjs-turbopack Next.js 16+ and Turbopack — incremental bundling, FS caching, dev speed, and when to use Turbopack vs webpack. ECC

Next.js and Turbopack

Next.js 16+ uses Turbopack by default for local development: an incremental bundler written in Rust that significantly speeds up dev startup and hot updates.

When to Use

  • Turbopack (default dev): Use for day-to-day development. Faster cold start and HMR, especially in large apps.
  • Webpack (legacy dev): Use only if you hit a Turbopack bug or rely on a webpack-only plugin in dev. Disable with --webpack (or --no-turbopack depending on your Next.js version; check the docs for your release).
  • Production: Production build behavior (next build) may use Turbopack or webpack depending on Next.js version; check the official Next.js docs for your version.

Use when: developing or debugging Next.js 16+ apps, diagnosing slow dev startup or HMR, or optimizing production bundles.

How It Works

  • Turbopack: Incremental bundler for Next.js dev. Uses file-system caching so restarts are much faster (e.g. 514x on large projects).
  • Default in dev: From Next.js 16, next dev runs with Turbopack unless disabled.
  • File-system caching: Restarts reuse previous work; cache is typically under .next; no extra config needed for basic use.
  • Bundle Analyzer (Next.js 16.1+): Experimental Bundle Analyzer to inspect output and find heavy dependencies; enable via config or experimental flag (see Next.js docs for your version).

Examples

Commands

next dev
next build
next start

Usage

Run next dev for local development with Turbopack. Use the Bundle Analyzer (see Next.js docs) to optimize code-splitting and trim large dependencies. Prefer App Router and server components where possible.

Middleware File Naming

Next.js 16 introduced proxy.ts as the middleware filename, replacing the older middleware.ts convention:

  • Next.js 16+: use proxy.ts at the project root
  • Pre-Next.js 16: use middleware.ts at the project root

The filename change is tied to the Next.js version, not to which bundler (Turbopack or webpack) is in use. Always check the official docs for the version you are reviewing.

Do not flag proxy.ts as a misnamed or missing middleware file in Next.js 16 projects. The file is correct and intentional. Suggesting a rename to middleware.ts will break middleware execution.

Reference: Next.js proxy docs

Best Practices

  • Stay on a recent Next.js 16.x for stable Turbopack and caching behavior.
  • If dev is slow, ensure you're on Turbopack (default) and that the cache isn't being cleared unnecessarily.
  • For production bundle size issues, use the official Next.js bundle analysis tooling for your version.