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      license
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      quality
      A
      maintenance
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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI coding agents to discover toolchain availability, audit code for stubs, perform fail-closed verification with real compilers and sandboxed tests, and run Qwen-based repair loops before executing or presenting code.
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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to interact with common developer tools such as Git, npm, Docker, and test runners by returning schema-validated JSON instead of raw terminal text. This reduces brittle parsing errors and token usage while providing typed data agents can act on directly.
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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to invoke common developer tools such as git, npm, Docker, and test runners and receive clean, schema-validated JSON instead of fragile terminal text, reducing token usage and parsing errors.
      5 npm
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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to invoke common developer tools — git, GitHub, npm, Python, cargo, Docker, Kubernetes, linters, and test runners — and receive schema-validated structured JSON instead of raw terminal text. This removes brittle string parsing and cuts token usage dramatically on verbose commands like builds, installs, and test runs.
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