{
 "meta": {
  "name": "ohm-geocontext/geocontext-app",
  "url": "https://github.com/ohm-geocontext/geocontext-app",
  "slug": "ohm-geocontext-geocontext-app",
  "host": "github.com",
  "commit": "b2551339fdc62e96aa28c24891e2dfe4af7f7075",
  "committed_at": "2026-05-20T15:50:04+02:00",
  "evaluated_at": "2026-10-07T14:27:18+00:00",
  "neosloc": "0.8.0"
 },
 "report": {
  "schema_version": 2,
  "target": "https://github.com/ohm-geocontext/geocontext-app",
  "inventory": {
   "files": 63,
   "source_files": 28,
   "source_tokens": 57302,
   "languages": {
    "svelte": 30251,
    "rust": 19990,
    "typescript": 6962,
    "javascript": 99
   },
   "git": true
  },
  "surfaces": {
   "kinds": [
    "desktop"
   ],
   "evidence": {
    "desktop": [
     {
      "path": "src-tauri/tauri.conf.json",
      "detail": "Tauri"
     }
    ]
   },
   "long_running": [],
   "owns_data": [],
   "uses_credentials": []
  },
  "dimensions": [
   {
    "key": "interface",
    "title": "Interface surface",
    "level": 0,
    "rationale": "Not yet: Launchable by other programs with input: command-line arguments, a URL scheme or file associations.",
    "evidence": [],
    "metrics": {
     "route_declarations": 0,
     "routes_by_framework": {},
     "spec_files": 0,
     "spec_operations": 0,
     "spec_coverage": null
    },
    "gaps": [
     "L1 Launchable by other programs with input: command-line arguments, a URL scheme or file associations. (no arguments, URL scheme or file associations)"
    ],
    "question": "Can another program use it through a documented, machine-readable surface?",
    "best_surface": "desktop",
    "surfaces": {
     "desktop": {
      "level": 0,
      "first_missing": "launch",
      "requirements": [
       {
        "level": 1,
        "id": "launch",
        "text": "Launchable by other programs with input: command-line arguments, a URL scheme or file associations.",
        "met": false,
        "evidence": [],
        "note": "no arguments, URL scheme or file associations"
       },
       {
        "level": 2,
        "id": "automation",
        "text": "An automation interface: AppleScript, App Intents/Shortcuts, D-Bus, COM, IPC commands, or a local API.",
        "met": false,
        "evidence": [],
        "note": "no automation interface"
       },
       {
        "level": 3,
        "id": "headless",
        "text": "Its functions run without the GUI (a headless/batch mode or a companion CLI).",
        "met": false,
        "evidence": [],
        "note": "nothing runs without the GUI"
       },
       {
        "level": 4,
        "id": "automation-contract",
        "text": "The automation interface is specified machine-readably (an AppleScript sdef, D-Bus introspection XML, App Intents, an OpenAPI spec, MCP).",
        "met": false,
        "evidence": [],
        "note": "no machine-readable automation contract"
       }
      ]
     }
    },
    "level_name": "absent",
    "applicable": true
   },
   {
    "key": "stability",
    "title": "Contract stability",
    "level": 1,
    "rationale": "Releases are versioned (semver tags or versioned changelog sections).",
    "evidence": [
     {
      "signal": "L1 versioned-releases",
      "detail": "16 semver tags, latest v0.9.3",
      "path": null,
      "weight": 1
     }
    ],
    "metrics": {},
    "gaps": [
     "L2 A changelog exists and marks breaking changes. (no changelog)"
    ],
    "question": "Can integrators rely on it not changing under them?",
    "best_surface": "all",
    "surfaces": {
     "all": {
      "level": 1,
      "first_missing": "changelog",
      "requirements": [
       {
        "level": 1,
        "id": "versioned-releases",
        "text": "Releases are versioned (semver tags or versioned changelog sections).",
        "met": true,
        "evidence": [
         {
          "path": null,
          "detail": "16 semver tags, latest v0.9.3"
         }
        ],
        "note": ""
       },
       {
        "level": 2,
        "id": "changelog",
        "text": "A changelog exists and marks breaking changes.",
        "met": false,
        "evidence": [],
        "note": "no changelog"
       },
       {
        "level": 3,
        "id": "deprecation",
        "text": "A deprecation mechanism is used in code (warnings, @deprecated, Deprecation/Sunset headers) or the API is versioned.",
        "met": false,
        "evidence": [],
        "note": "no deprecation mechanism or API versioning"
       },
       {
        "level": 4,
        "id": "clean-history",
        "text": "Across tagged releases, no OpenAPI operation, CLI option or __all__ symbol was removed without first being deprecated.",
        "met": true,
        "evidence": [
         {
          "path": null,
          "detail": "16 tagged releases compared"
         }
        ],
        "note": ""
       }
      ]
     }
    },
    "level_name": "ad hoc",
    "applicable": true
   },
   {
    "key": "events",
    "title": "Events",
    "level": null,
    "rationale": "Not applicable: no service and no long-running CLI mode (batch CLIs, libraries and desktop apps have no events).",
    "evidence": [],
    "metrics": {},
    "gaps": [],
    "question": "Can others react to state changes without polling?",
    "best_surface": null,
    "surfaces": {},
    "level_name": "n/a",
    "applicable": false
   },
   {
    "key": "identity",
    "title": "Identity",
    "level": 1,
    "rationale": "Credentials are kept in the OS credential store (Keychain, Credential Manager, Secret Service), not in plain files.",
    "evidence": [
     {
      "signal": "L1 credential-store",
      "detail": "8 matches",
      "path": "src-tauri/src/git.rs",
      "weight": 1
     }
    ],
    "metrics": {},
    "gaps": [
     "L2 Automation and headless runs can authenticate without the GUI (credentials from the environment). (only the GUI can authenticate)"
    ],
    "question": "Can a machine act with its own revocable, least-privilege identity?",
    "best_surface": "desktop",
    "surfaces": {
     "desktop": {
      "level": 1,
      "first_missing": "automation-auth",
      "requirements": [
       {
        "level": 1,
        "id": "credential-store",
        "text": "Credentials are kept in the OS credential store (Keychain, Credential Manager, Secret Service), not in plain files.",
        "met": true,
        "evidence": [
         {
          "path": "src-tauri/src/git.rs",
          "detail": "8 matches"
         },
         {
          "path": "src-tauri/Cargo.toml",
          "detail": "1 match"
         }
        ],
        "note": ""
       },
       {
        "level": 2,
        "id": "automation-auth",
        "text": "Automation and headless runs can authenticate without the GUI (credentials from the environment).",
        "met": false,
        "evidence": [],
        "note": "only the GUI can authenticate"
       },
       {
        "level": 3,
        "id": "secrets-not-logged",
        "text": "No output or log statement includes a credential.",
        "met": true,
        "evidence": [
         {
          "path": null,
          "detail": "no credential in print/log statements"
         }
        ],
        "note": ""
       },
       {
        "level": 4,
        "id": "profiles",
        "text": "Several profiles or scoped credentials per target.",
        "met": false,
        "evidence": [],
        "note": "no credential profiles"
       }
      ]
     }
    },
    "level_name": "ad hoc",
    "applicable": true
   },
   {
    "key": "portability",
    "title": "Data portability",
    "level": null,
    "rationale": "Not applicable: owns no persistent data.",
    "evidence": [],
    "metrics": {},
    "gaps": [],
    "question": "Can its data get in and out, in bulk, in open formats, with an explicit schema?",
    "best_surface": null,
    "surfaces": {},
    "level_name": "n/a",
    "applicable": false
   },
   {
    "key": "ergonomics",
    "title": "Agent ergonomics",
    "level": 0,
    "rationale": "Not yet: In headless mode, failures end with a non-zero exit status instead of a dialog.",
    "evidence": [],
    "metrics": {},
    "gaps": [
     "L1 In headless mode, failures end with a non-zero exit status instead of a dialog. (no headless mode for automated callers)"
    ],
    "question": "Can an automated caller use it without guessing, and recover from failure?",
    "best_surface": "desktop",
    "surfaces": {
     "desktop": {
      "level": 0,
      "first_missing": "headless-failures",
      "requirements": [
       {
        "level": 1,
        "id": "headless-failures",
        "text": "In headless mode, failures end with a non-zero exit status instead of a dialog.",
        "met": false,
        "evidence": [],
        "note": "no headless mode for automated callers"
       },
       {
        "level": 2,
        "id": "streams-and-status",
        "text": "In headless mode, data goes to stdout and diagnostics to stderr.",
        "met": false,
        "evidence": [],
        "note": "no headless mode for automated callers"
       },
       {
        "level": 3,
        "id": "typed-failures",
        "text": "Documented exit statuses distinguish error classes, and headless output is machine-readable (JSON).",
        "met": false,
        "evidence": [],
        "note": "no headless mode for automated callers"
       },
       {
        "level": 4,
        "id": "agent-ready",
        "text": "Dry-run for side-effecting operations, and agent docs.",
        "met": false,
        "evidence": [],
        "note": "no headless mode for automated callers"
       }
      ]
     }
    },
    "level_name": "absent",
    "applicable": true
   },
   {
    "key": "embeddability",
    "title": "Embeddability",
    "level": 3,
    "rationale": "Distributed for unattended installation: a package manager (Homebrew cask, winget, Chocolatey, Flathub, Snap) or release artifacts built in CI.",
    "evidence": [
     {
      "signal": "L1 build-documented",
      "detail": "",
      "path": "README.md",
      "weight": 1
     },
     {
      "signal": "L2 installer",
      "detail": "1 match",
      "path": "src-tauri/tauri.conf.json",
      "weight": 1
     },
     {
      "signal": "L3 unattended-install",
      "detail": "1 match",
      "path": ".github/workflows/release.yml",
      "weight": 1
     }
    ],
    "metrics": {},
    "gaps": [
     "L4 Settings can be managed without the GUI: documented environment variables or config file, macOS defaults/MDM profiles, or Windows policies. (settings only change through the GUI)"
    ],
    "question": "Can another system run and compose it without a human?",
    "best_surface": "desktop",
    "surfaces": {
     "desktop": {
      "level": 3,
      "first_missing": "managed-settings",
      "requirements": [
       {
        "level": 1,
        "id": "build-documented",
        "text": "Buildable from source with documented steps (a README with commands).",
        "met": true,
        "evidence": [
         {
          "path": "README.md",
          "detail": ""
         }
        ],
        "note": ""
       },
       {
        "level": 2,
        "id": "installer",
        "text": "Packaged as an installer (dmg/pkg, MSI/MSIX, AppImage/Flatpak/Snap, electron-builder, Tauri bundle, PyInstaller).",
        "met": true,
        "evidence": [
         {
          "path": "src-tauri/tauri.conf.json",
          "detail": "1 match"
         }
        ],
        "note": ""
       },
       {
        "level": 3,
        "id": "unattended-install",
        "text": "Distributed for unattended installation: a package manager (Homebrew cask, winget, Chocolatey, Flathub, Snap) or release artifacts built in CI.",
        "met": true,
        "evidence": [
         {
          "path": ".github/workflows/release.yml",
          "detail": "1 match"
         }
        ],
        "note": ""
       },
       {
        "level": 4,
        "id": "managed-settings",
        "text": "Settings can be managed without the GUI: documented environment variables or config file, macOS defaults/MDM profiles, or Windows policies.",
        "met": false,
        "evidence": [],
        "note": "settings only change through the GUI"
       }
      ]
     }
    },
    "level_name": "solid",
    "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": "Not yet: Writes logs through a standard logger (os_log/Logger, electron-log, logging, Qt categories).",
    "evidence": [],
    "metrics": {},
    "gaps": [
     "L1 Writes logs through a standard logger (os_log/Logger, electron-log, logging, Qt categories). (no standard logging)"
    ],
    "question": "Can an operator, or an orchestrating agent, tell whether it works and why not?",
    "best_surface": "desktop",
    "surfaces": {
     "desktop": {
      "level": 0,
      "first_missing": "logs",
      "requirements": [
       {
        "level": 1,
        "id": "logs",
        "text": "Writes logs through a standard logger (os_log/Logger, electron-log, logging, Qt categories).",
        "met": false,
        "evidence": [],
        "note": "no standard logging"
       },
       {
        "level": 2,
        "id": "verbosity",
        "text": "Log verbosity can be raised for diagnosis (--verbose/--debug, a log-level setting).",
        "met": false,
        "evidence": [],
        "note": "no verbosity control"
       },
       {
        "level": 3,
        "id": "crash-reports",
        "text": "Crashes are reported (Sentry, Crashpad/Breakpad, Crashlytics, MetricKit).",
        "met": false,
        "evidence": [],
        "note": "no crash reporting"
       },
       {
        "level": 4,
        "id": "tracing",
        "text": "Tracing or metrics (OpenTelemetry).",
        "met": false,
        "evidence": [],
        "note": "no tracing"
       }
      ]
     }
    },
    "level_name": "absent",
    "applicable": true
   },
   {
    "key": "legibility",
    "title": "Change legibility",
    "level": 0,
    "rationale": "Not yet: A README and some tests.",
    "evidence": [],
    "metrics": {
     "source_files": 28,
     "source_tokens": 57302,
     "test_files": 0,
     "test_tokens": 0,
     "test_ratio": 0.0,
     "modules": 6,
     "modules_within_budget": 1.0,
     "oversized_files": [],
     "largest_module": {
      "path": "src/lib/components",
      "tokens": 26910
     },
     "typed_ratio": 0.47,
     "python_functions": 0,
     "python_annotated": 0,
     "import_edges": 2,
     "import_graph": true,
     "max_fan_out": 1,
     "import_cycles": 0,
     "largest_cycle": [],
     "languages": {
      "svelte": 30251,
      "rust": 19990,
      "typescript": 6962,
      "javascript": 99
     }
    },
    "gaps": [
     "L1 A README and some tests. (no tests)"
    ],
    "question": "Can an agent change it safely with limited context?",
    "best_surface": "all",
    "surfaces": {
     "all": {
      "level": 0,
      "first_missing": "readme-tests",
      "requirements": [
       {
        "level": 1,
        "id": "readme-tests",
        "text": "A README and some tests.",
        "met": false,
        "evidence": [],
        "note": "no tests"
       },
       {
        "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.yml",
          "detail": ""
         },
         {
          "path": "package-lock.json",
          "detail": ""
         },
         {
          "path": "src-tauri/Cargo.lock",
          "detail": ""
         }
        ],
        "note": ""
       },
       {
        "level": 3,
        "id": "fits-and-verified",
        "text": "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.",
        "met": false,
        "evidence": [],
        "note": "test/source token ratio 0.00 < 0.3; 47% of code is typed (< 70%)"
       },
       {
        "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)"
       }
      ]
     }
    },
    "level_name": "absent",
    "applicable": true
   }
  ],
  "estimate": {
   "integrability_index": 0.62,
   "assessed_dimensions": 8,
   "not_applicable": [
    "events",
    "portability"
   ],
   "retrofit_person_days": 41.6,
   "retrofit_by_dimension": {
    "interface": 11.2,
    "stability": 2.5,
    "identity": 5.0,
    "ergonomics": 5.6,
    "embeddability": 0.0,
    "extensibility": 7.5,
    "observability": 3.8,
    "legibility": 6.0
   },
   "wrappability": "expensive retrofit",
   "assumptions": {
    "target_level": 3,
    "size_factor": 0.5,
    "legibility_multiplier": 2.5,
    "reference_tokens": 250000
   }
  },
  "not_implemented": [],
  "value": {
   "ksloc": 5.96,
   "classic": {
    "person_months": 15.65,
    "schedule_months": 7.1,
    "cost": 176149
   },
   "capture": {
    "tests": 0.0,
    "contract": 0.0,
    "docs": 0.19,
    "capture": 0.05
   },
   "agent_factor": 0.53,
   "reproduce_pm": 8.25,
   "history": {
    "commits": 18,
    "fix_commits": 1,
    "authors": 1,
    "age_months": 0.2,
    "months_since_last": 4.6
   },
   "knowledge_pm": 0.11,
   "rediscover_pm": 0.1,
   "replacement_pm": 8.36,
   "leverage": 0.83,
   "obsolescence": 0.85,
   "value_pm": 5.88,
   "value_cost": 66234,
   "knowledge_at_risk": 0.01,
   "assumptions": {
    "salary": 56286,
    "overhead": 2.4,
    "cost_per_pm": 11257,
    "floor": 0.1,
    "rediscover_share": 0.5,
    "fix_pm": 0.025,
    "change_pm": 0.005
   }
  },
  "make_or_buy": {
   "verdict": "buy",
   "make_buy_ratio": 6.4656,
   "horizon_years": 3.0,
   "break_even_price_per_year": 1479.22,
   "make": {
    "model": "anthropic:claude-opus-5-5",
    "tokens": {
     "output": 239808,
     "input": 5995200,
     "cached_input": 5095920
    },
    "final_tokens": 79936,
    "model_cost": 9.41,
    "agent_hours": 2.66,
    "human_days": 6.74,
    "review_days": 4.64,
    "rediscover_days": 2.1,
    "calendar_days": 6.74,
    "build_cost": 3620.39,
    "yearly_cost": 543.06,
    "total_cost": 5249.57
   },
   "buy": {
    "via": {
     "install": "desktop",
     "use": "desktop UI"
    },
    "adoption_minutes": {
     "install": 2,
     "first_use": 5,
     "total": 7
    },
    "tokens": {
     "output": 875,
     "input": 21875,
     "cached_input": 18593
    },
    "model_cost": 0.03,
    "upgrade_minutes_per_year": 240,
    "measured": null,
    "price_per_year": 0.0,
    "fixed_cost": 7.85,
    "yearly_cost": 268.02,
    "total_cost": 811.92
   },
   "assumptions": {
    "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
   }
  },
  "agentic": null,
  "review": null,
  "spend": null
 }
}