By jwilger
John's personal development workflow discipline: test-first implementation, scoped verification, debugging, review handling, and skill authoring.
Use when receiving human, automated, GitHub, CodeRabbit, or other review feedback before changing code.
Use when a bug, failing test, broken command, unexpected output, or confusing runtime behavior appears.
Use when implementing any feature, bugfix, behavior change, or refactor before writing production code.
Use when claiming work is done, fixed, passing, ready, reviewed, committed, or safe to merge.
Use when creating or editing skills in this marketplace or preparing skill behavior fixtures.
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Sign in to claimnpx claudepluginhub jwilger/ai-plugins --plugin development-disciplineBased on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Complete SDLC workflow with TDD, Event Modeling, architecture decisions, and GitHub integration
Intelligent Nix devshell bootstrapper for any language or framework
Capture sanitized eval cases from bad or borderline AI-assistant behavior and submit them to this marketplace.
John's standard engineering regime as a reusable, stack-agnostic starting point for any serious project.
Babysit a pull/merge request to completion — watch CI, respond to review feedback, and merge — across GitHub, Forgejo, and GitLab.
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
Develop, test, build, and deploy Godot 4.x games with Claude Code. Includes GdUnit4 testing, web/desktop exports, CI/CD pipelines, and deployment to Vercel/GitHub Pages/itch.io.
A growing collection of Claude-compatible academic workflow bundles. Covers scientific figures, manuscript writing and polishing, reviewer assessment, citation retrieval, data availability, paper reading, literature search, response letters, paper-to-PPTX conversion, and evidence-grounded Chinese invention patent drafting. Rules are organized as reusable skill folders with explicit workflows and quality checks.
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
The most comprehensive Claude Code plugin — 38 agents, 156 skills, 72 legacy command shims, selective install profiles, and production-ready hooks for TDD, security scanning, code review, and continuous learning
Lazy senior dev mode. Forces the simplest, shortest solution that actually works: YAGNI, stdlib first, no unrequested abstractions.