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        "note": ""
       },
       {
        "level": 2,
        "id": "validation",
        "text": "Inputs are validated with messages naming the bad argument.",
        "met": false,
        "evidence": [],
        "note": "no input validation errors"
       },
       {
        "level": 3,
        "id": "timeouts-retries",
        "text": "Timeouts and retries are configurable.",
        "met": true,
        "evidence": [
         {
          "path": "axum/src/handler/mod.rs",
          "detail": "1 match"
         },
         {
          "path": "axum/src/routing/method_routing.rs",
          "detail": "1 match"
         },
         {
          "path": "axum/src/response/sse.rs",
          "detail": "1 match"
         }
        ],
        "note": ""
       },
       {
        "level": 4,
        "id": "agent-ready",
        "text": "Agent docs, and examples that run as tests (doctests).",
        "met": false,
        "evidence": [],
        "note": "no agent docs"
       }
      ]
     }
    },
    "level_name": "ad hoc",
    "applicable": true
   },
   {
    "key": "embeddability",
    "title": "Embeddability",
    "level": 2,
    "rationale": "[cli] Installable as a package that provides the command.",
    "evidence": [
     {
      "signal": "L1 runnable",
      "detail": "cargo bin",
      "path": "examples/websockets/Cargo.toml",
      "weight": 1
     },
     {
      "signal": "L2 installable",
      "detail": "cargo bin",
      "path": "examples/websockets/Cargo.toml",
      "weight": 1
     }
    ],
    "metrics": {},
    "gaps": [
     "[service] L2 Configured through environment variables, documented: a .env example, a config schema, or docs naming at least half of the variables the code reads. (the environment variables aren't documented)",
     "[cli] L3 Published to a public registry and run non-interactively in CI. (not published to a registry)",
     "[library] L3 Published to a public registry, with at most 10 runtime dependencies. (not published to a registry)"
    ],
    "question": "Can another system run and compose it without a human?",
    "best_surface": "cli",
    "surfaces": {
     "service": {
      "level": 1,
      "first_missing": "env-config",
      "requirements": [
       {
        "level": 1,
        "id": "documented-run",
        "text": "Runnable from source with documented steps (a README with commands).",
        "met": true,
        "evidence": [
         {
          "path": "README.md",
          "detail": ""
         }
        ],
        "note": ""
       },
       {
        "level": 2,
        "id": "env-config",
        "text": "Configured through environment variables, documented: a .env example, a config schema, or docs naming at least half of the variables the code reads.",
        "met": false,
        "evidence": [],
        "note": "the environment variables aren't documented"
       },
       {
        "level": 3,
        "id": "container",
        "text": "A container image.",
        "met": false,
        "evidence": [],
        "note": "no Dockerfile"
       },
       {
        "level": 4,
        "id": "composition",
        "text": "Composition artifacts (compose, Helm, IaC).",
        "met": false,
        "evidence": [],
        "note": "no compose/Helm/IaC"
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      ]
     },
     "cli": {
      "level": 2,
      "first_missing": "published",
      "requirements": [
       {
        "level": 1,
        "id": "runnable",
        "text": "Runnable from source (a declared entry point).",
        "met": true,
        "evidence": [
         {
          "path": "examples/websockets/Cargo.toml",
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         {
          "path": "examples/anyhow-error-response/src/main.rs",
          "detail": "cargo binary"
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         {
          "path": "examples/auto-reload/src/main.rs",
          "detail": "cargo binary"
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         {
          "path": "examples/chat/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/compression/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/consume-body-in-extractor-or-middleware/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/cors/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/customize-extractor-error/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/customize-path-rejection/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/dependency-injection/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/diesel-async-postgres/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/diesel-postgres/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/error-handling/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/form/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/global-404-handler/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/graceful-shutdown/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/handle-head-request/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/hello-world/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/http-proxy/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/jwt/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/key-value-store/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/low-level-native-tls/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/low-level-openssl/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/low-level-rustls/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/mongodb/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/multipart-form/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/oauth/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/parse-body-based-on-content-type/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/print-request-response/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/prometheus-metrics/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/readme/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/request-id/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/reqwest-response/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/reverse-proxy/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/routes-and-handlers-close-together/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/serve-with-hyper/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/simple-router-wasm/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/sqlx-postgres/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/sse/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/static-file-server/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/stream-to-file/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/templates-minijinja/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/templates/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/testing-websockets/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/testing/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/tls-graceful-shutdown/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/tls-rustls/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/todos/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/tokio-postgres/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/tokio-redis/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/tracing-aka-logging/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/unix-domain-socket/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/validator/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/versioning/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/websockets-http2/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/websockets/src/main.rs",
          "detail": "cargo binary"
         }
        ],
        "note": ""
       },
       {
        "level": 2,
        "id": "installable",
        "text": "Installable as a package that provides the command.",
        "met": true,
        "evidence": [
         {
          "path": "examples/websockets/Cargo.toml",
          "detail": "cargo bin"
         },
         {
          "path": "examples/anyhow-error-response/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/auto-reload/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/chat/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/compression/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/consume-body-in-extractor-or-middleware/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/cors/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/customize-extractor-error/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/customize-path-rejection/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/dependency-injection/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/diesel-async-postgres/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/diesel-postgres/src/main.rs",
          "detail": "cargo binary"
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         {
          "path": "examples/error-handling/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/form/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/global-404-handler/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/graceful-shutdown/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/handle-head-request/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/hello-world/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/http-proxy/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/jwt/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/key-value-store/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/low-level-native-tls/src/main.rs",
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         },
         {
          "path": "examples/low-level-openssl/src/main.rs",
          "detail": "cargo binary"
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         {
          "path": "examples/low-level-rustls/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/mongodb/src/main.rs",
          "detail": "cargo binary"
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         {
          "path": "examples/multipart-form/src/main.rs",
          "detail": "cargo binary"
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         {
          "path": "examples/oauth/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/parse-body-based-on-content-type/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/print-request-response/src/main.rs",
          "detail": "cargo binary"
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         {
          "path": "examples/prometheus-metrics/src/main.rs",
          "detail": "cargo binary"
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         {
          "path": "examples/readme/src/main.rs",
          "detail": "cargo binary"
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         {
          "path": "examples/request-id/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/reqwest-response/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/reverse-proxy/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/routes-and-handlers-close-together/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/serve-with-hyper/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/simple-router-wasm/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/sqlx-postgres/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/sse/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/static-file-server/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/stream-to-file/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/templates-minijinja/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/templates/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/testing-websockets/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/testing/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/tls-graceful-shutdown/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/tls-rustls/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/todos/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/tokio-postgres/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/tokio-redis/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/tracing-aka-logging/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/unix-domain-socket/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/validator/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/versioning/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/websockets-http2/src/main.rs",
          "detail": "cargo binary"
         },
         {
          "path": "examples/websockets/src/main.rs",
          "detail": "cargo binary"
         }
        ],
        "note": ""
       },
       {
        "level": 3,
        "id": "published",
        "text": "Published to a public registry and run non-interactively in CI.",
        "met": false,
        "evidence": [],
        "note": "not published to a registry"
       },
       {
        "level": 4,
        "id": "container-or-binary",
        "text": "Also shipped as a container image or a single binary.",
        "met": false,
        "evidence": [],
        "note": "no container image or binary"
       }
      ]
     },
     "library": {
      "level": 2,
      "first_missing": "published-minimal",
      "requirements": [
       {
        "level": 1,
        "id": "importable",
        "text": "Importable from source.",
        "met": true,
        "evidence": [
         {
          "path": "axum-core/src/lib.rs",
          "detail": "Rust library crate"
         },
         {
          "path": "axum-extra/src/lib.rs",
          "detail": "Rust library crate"
         },
         {
          "path": "axum-macros/src/lib.rs",
          "detail": "Rust library crate"
         },
         {
          "path": "axum/src/lib.rs",
          "detail": "Rust library crate"
         }
        ],
        "note": ""
       },
       {
        "level": 2,
        "id": "installable",
        "text": "Installable as a package (a package manifest).",
        "met": true,
        "evidence": [
         {
          "path": "axum-core/src/lib.rs",
          "detail": "package manifest"
         },
         {
          "path": "axum-extra/src/lib.rs",
          "detail": "package manifest"
         },
         {
          "path": "axum-macros/src/lib.rs",
          "detail": "package manifest"
         },
         {
          "path": "axum/src/lib.rs",
          "detail": "package manifest"
         }
        ],
        "note": ""
       },
       {
        "level": 3,
        "id": "published-minimal",
        "text": "Published to a public registry, with at most 10 runtime dependencies.",
        "met": false,
        "evidence": [],
        "note": "not published to a registry"
       },
       {
        "level": 4,
        "id": "optional-features",
        "text": "Optional features behind extras/features.",
        "met": true,
        "evidence": [
         {
          "path": "axum-core/Cargo.toml",
          "detail": "1 match"
         },
         {
          "path": "axum-extra/Cargo.toml",
          "detail": "1 match"
         },
         {
          "path": "axum-macros/Cargo.toml",
          "detail": "1 match"
         },
         {
          "path": "axum/Cargo.toml",
          "detail": "1 match"
         }
        ],
        "note": ""
       }
      ]
     }
    },
    "level_name": "partial",
    "applicable": true
   },
   {
    "key": "extensibility",
    "title": "Extensibility",
    "level": 0,
    "rationale": "Not yet: Internal seams: a registry, registration function or plugin manager.",
    "evidence": [],
    "metrics": {},
    "gaps": [
     "L1 Internal seams: a registry, registration function or plugin manager. (no registry or registration function)"
    ],
    "question": "Can behaviour be added without modifying the code?",
    "best_surface": "all",
    "surfaces": {
     "all": {
      "level": 0,
      "first_missing": "seams",
      "requirements": [
       {
        "level": 1,
        "id": "seams",
        "text": "Internal seams: a registry, registration function or plugin manager.",
        "met": false,
        "evidence": [],
        "note": "no registry or registration function"
       },
       {
        "level": 2,
        "id": "documented",
        "text": "The docs show how to add behaviour through those seams (even in-tree).",
        "met": false,
        "evidence": [],
        "note": "no registration functions to document"
       },
       {
        "level": 3,
        "id": "out-of-tree",
        "text": "Out-of-tree extensions are discovered (entry points, a plugin directory, configuration) without editing the package.",
        "met": false,
        "evidence": [],
        "note": "extensions must be added inside the package"
       },
       {
        "level": 4,
        "id": "versioned-api",
        "text": "The extension API is versioned, has lifecycle hooks, and has example extensions.",
        "met": false,
        "evidence": [],
        "note": "the extension API isn't versioned"
       }
      ]
     }
    },
    "level_name": "absent",
    "applicable": true
   },
   {
    "key": "observability",
    "title": "Observability",
    "level": 0,
    "rationale": "[service] Not yet: A health or readiness endpoint, or a container healthcheck.",
    "evidence": [],
    "metrics": {},
    "gaps": [
     "[service] L1 A health or readiness endpoint, or a container healthcheck. (no health endpoint or healthcheck)",
     "[cli] L1 Meaningful exit statuses, and errors on stderr. (no non-zero exit on failure)",
     "[library] L1 Logs through a standard logger namespace and never prints from library code. (no standard logger)"
    ],
    "question": "Can an operator, or an orchestrating agent, tell whether it works and why not?",
    "best_surface": "service",
    "surfaces": {
     "service": {
      "level": 0,
      "first_missing": "health",
      "requirements": [
       {
        "level": 1,
        "id": "health",
        "text": "A health or readiness endpoint, or a container healthcheck.",
        "met": false,
        "evidence": [],
        "note": "no health endpoint or healthcheck"
       },
       {
        "level": 2,
        "id": "structured-logs",
        "text": "Structured logs.",
        "met": false,
        "evidence": [],
        "note": "no structured logging"
       },
       {
        "level": 3,
        "id": "metrics",
        "text": "Metrics.",
        "met": true,
        "evidence": [
         {
          "path": "examples/prometheus-metrics/Cargo.toml",
          "detail": "2 matches"
         }
        ],
        "note": ""
       },
       {
        "level": 4,
        "id": "tracing",
        "text": "Distributed tracing (OpenTelemetry).",
        "met": false,
        "evidence": [],
        "note": "no tracing"
       }
      ]
     },
     "cli": {
      "level": 0,
      "first_missing": "exit-and-stderr",
      "requirements": [
       {
        "level": 1,
        "id": "exit-and-stderr",
        "text": "Meaningful exit statuses, and errors on stderr.",
        "met": false,
        "evidence": [],
        "note": "no non-zero exit on failure"
       },
       {
        "level": 2,
        "id": "verbosity",
        "text": "Verbosity control for diagnostics (--quiet, --log-level, --debug).",
        "met": false,
        "evidence": [],
        "note": "no --quiet or log-level control"
       },
       {
        "level": 3,
        "id": "structured-diagnostics",
        "text": "Structured logs (e.g. --log-format json) or a machine-readable run summary.",
        "met": false,
        "evidence": [],
        "note": "no structured diagnostics"
       },
       {
        "level": 4,
        "id": "tracing",
        "text": "Tracing hooks (OpenTelemetry).",
        "met": false,
        "evidence": [],
        "note": "no tracing hooks"
       }
      ]
     },
     "library": {
      "level": 0,
      "first_missing": "standard-logger",
      "requirements": [
       {
        "level": 1,
        "id": "standard-logger",
        "text": "Logs through a standard logger namespace and never prints from library code.",
        "met": false,
        "evidence": [],
        "note": "no standard logger"
       },
       {
        "level": 2,
        "id": "log-levels",
        "text": "Log levels are used meaningfully (at least two levels).",
        "met": false,
        "evidence": [],
        "note": "fewer than two log levels used"
       },
       {
        "level": 3,
        "id": "hooks",
        "text": "Optional metrics or tracing hooks.",
        "met": false,
        "evidence": [],
        "note": "no metrics or tracing hooks"
       },
       {
        "level": 4,
        "id": "otel",
        "text": "OpenTelemetry instrumentation available.",
        "met": false,
        "evidence": [],
        "note": "no OpenTelemetry instrumentation"
       }
      ]
     }
    },
    "level_name": "absent",
    "applicable": true
   },
   {
    "key": "legibility",
    "title": "Change legibility",
    "level": 2,
    "rationale": "CI runs the tests; applications pin dependencies (libraries and zero-dependency projects are exempt).",
    "evidence": [
     {
      "signal": "L1 readme-tests",
      "detail": "",
      "path": "README.md",
      "weight": 1
     },
     {
      "signal": "L2 ci-pinned",
      "detail": "",
      "path": ".github/workflows/CI.yml",
      "weight": 1
     }
    ],
    "metrics": {
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     "source_tokens": 268680,
     "test_files": 130,
     "test_tokens": 35930,
     "test_ratio": 0.13,
     "modules": 27,
     "modules_within_budget": 0.96,
     "oversized_files": [
      "axum/src/serve/mod.rs",
      "axum/src/routing/method_routing.rs"
     ],
     "largest_module": {
      "path": "axum/src/routing",
      "tokens": 32120
     },
     "typed_ratio": 1.0,
     "python_functions": 0,
     "python_annotated": 0,
     "import_edges": 0,
     "import_graph": true,
     "max_fan_out": 0,
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     "largest_cycle": [],
     "languages": {
      "rust": 268676,
      "javascript": 4
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    },
    "gaps": [
     "L3 At least 90% of modules fit 32k tokens and no file exceeds 12k; test/source token ratio at least 0.3; at least 70% of the code is typed. (96% of modules fit 32k tokens; 2 files over 12k; test/source token ratio 0.13 < 0.3)"
    ],
    "question": "Can an agent change it safely with limited context?",
    "best_surface": "all",
    "surfaces": {
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      "level": 2,
      "first_missing": "fits-and-verified",
      "requirements": [
       {
        "level": 1,
        "id": "readme-tests",
        "text": "A README and some tests.",
        "met": true,
        "evidence": [
         {
          "path": "README.md",
          "detail": ""
         },
         {
          "path": "axum-macros/tests/debug_handler/fail/argument_not_extractor.rs",
          "detail": "130 test files"
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        ],
        "note": ""
       },
       {
        "level": 2,
        "id": "ci-pinned",
        "text": "CI runs the tests; applications pin dependencies (libraries and zero-dependency projects are exempt).",
        "met": true,
        "evidence": [
         {
          "path": ".github/workflows/CI.yml",
          "detail": ""
         },
         {
          "path": ".github/workflows/release-plz.yml",
          "detail": ""
         },
         {
          "path": null,
          "detail": "library or zero-dependency project: lockfile not required"
         }
        ],
        "note": ""
       },
       {
        "level": 3,
        "id": "fits-and-verified",
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        "met": false,
        "evidence": [],
        "note": "96% of modules fit 32k tokens; 2 files over 12k; test/source token ratio 0.13 < 0.3"
       },
       {
        "level": 4,
        "id": "acyclic-documented",
        "text": "No import cycles, and agent docs (AGENTS.md, CLAUDE.md, llms.txt).",
        "met": false,
        "evidence": [],
        "note": "no agent docs (AGENTS.md, CLAUDE.md, llms.txt)"
       }
      ]
     }
    },
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    "applicable": true
   }
  ],
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    "interface": 0.0,
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    "reference_tokens": 250000
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   "history": {
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    "authors": 470,
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   "rediscover_pm": 5.9,
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   "obsolescence": 0.95,
   "value_pm": 19.11,
   "value_cost": 215166,
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   "assumptions": {
    "salary": 56286,
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    "cost_per_pm": 11257,
    "floor": 0.1,
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    "fix_pm": 0.025,
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  },
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   "verdict": "buy",
   "make_buy_ratio": 128.8744,
   "horizon_years": 3.0,
   "break_even_price_per_year": 35086.17,
   "make": {
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    "tokens": {
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     "cached_input": 22900593
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    "model_cost": 42.3,
    "agent_hours": 11.97,
    "human_days": 136.4,
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    "rediscover_days": 123.9,
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    "build_cost": 73159.75,
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   "buy": {
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     "install": "cli",
     "use": "library"
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     "install": 15,
     "first_use": 2.0,
     "total": 17.0
    },
    "tokens": {
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     "input": 53125,
     "cached_input": 45156
    },
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    "upgrade_minutes_per_year": 240,
    "measured": null,
    "price_per_year": 0.0,
    "fixed_cost": 19.07,
    "yearly_cost": 268.02,
    "total_cost": 823.14
   },
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    "day_rate": 536.05,
    "draft_factor": 3.0,
    "context_ratio": 25.0,
    "cached_share": 0.85,
    "review_tokens_per_day": 50000,
    "spec_difficulty": 2.0,
    "maintenance_share": 0.15,
    "model_priced": true
   }
  },
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  "review": null,
  "spend": null
 }
}
