aiwg/agentic/code/addons/testing-quality/manifest.json

Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

{
  "name": "testing-quality",
  "version": "1.0.0",
  "description": "Testing enforcement, quality metrics, and automation skills",
  "category": "sdlc",
  "skills": [
    "tdd-enforce",
    "mutation-test",
    "flaky-detect",
    "flaky-fix",
    "generate-factory",
    "test-sync"
  ],
  "dependencies": [],
  "research_basis": {
    "tdd": {
      "source": "Kent Beck (2002)",
      "reference": "Test-Driven Development by Example"
    },
    "coverage": {
      "source": "Google Testing Blog (2010)",
      "reference": "https://testing.googleblog.com/2010/07/code-coverage-goal-80-and-no-less.html"
    },
    "mutation": {
      "source": "ICST Mutation Workshop",
      "reference": "https://conf.researchr.org/home/icst-2024/mutation-2024"
    },
    "flaky": {
      "source": "Google (2016) + FlaKat (2024)",
      "reference": "https://arxiv.org/abs/2403.01003"
    },
    "factories": {
      "source": "ThoughtBot FactoryBot + Faker.js",
      "reference": "https://fakerjs.dev/"
    }
  }
}