A production-grade platform for understanding, analyzing, navigating, and reporting on software repositories.
Engineering First. Intelligence Through Foundation.
Important
Limoxel is an Engineering Knowledge Infrastructure (EKI).
Limoxel helps developers, architects, engineering teams, and software platforms understand software repositories through deterministic repository analysis, structured repository knowledge, engineering intelligence, reporting, a developer-oriented command-line interface, a public SDK, and an extensible plugin ecosystem.
Table of Contents
- Overview
- What Limoxel Does
- Who It Is For
- Architecture at a Glance
- Repository Analysis
- Engineering Intelligence
- SDK & Public API
- Plugin Ecosystem
- Command-Line Interface
- Output and Reporting
- Configuration
- Logging and Diagnostics
- Installation
- Quick Start
- Common Workflows
- Validation
- Project Documentation
- Repository Organization
- Current Release
- Contributing
- License
- Acknowledgements
Software repositories are engineering systems made up of source code, files, packages, modules, dependencies, configuration, documentation, symbols, and relationships.
Understanding a large repository requires more than searching files. Developers often need to answer questions such as:
- What is inside this repository?
- Which packages and modules depend on each other?
- Where is a symbol defined?
- Where is a symbol used?
- Which components depend on a changed package?
- How are modules and packages connected?
- What are the important architectural relationships?
- Where are potential dependency, quality, or structural problems?
- What could be affected by a proposed change?
- How can repository knowledge be consumed programmatically?
- How can analysis results be exported or shared?
- How can Limoxel itself be extended without coupling extensions to internal implementation details?
Limoxel provides a unified platform for answering these questions from structured repository information.
It combines repository discovery, indexing, dependency analysis, source and symbol analysis, cross-reference analysis, search, knowledge graphs, engineering analysis, deterministic reasoning, reporting, a developer-oriented CLI, a public SDK, and a plugin ecosystem.
Limoxel is designed as a foundation for understanding software systems. It is not an AI coding agent, IDE replacement, version-control system, build system, or project-management platform.
Limoxel works from the repository itself and builds progressively richer information about the software system.
At a high level:
Repository
│
▼
Discovery
│
▼
Structure & Metadata
│
▼
Indexing & Source Analysis
│
▼
Dependencies & Cross-References
│
▼
Repository Knowledge
│
├── Search & Navigation
├── Knowledge Graphs
├── Engineering Analysis
├── Change Impact
├── Recommendations
└── Reports & Exports
│
▼
Public SDK & CLI
│
▼
Plugin Ecosystem
The result is a structured view of the repository that can be queried, explored, analyzed, consumed programmatically, extended through plugins, and exported for other workflows.
Limoxel is designed primarily for people and systems that need to understand software systems rather than merely edit individual files.
Use Limoxel to:
- Explore unfamiliar repositories
- Find symbols, packages, modules, and files
- Trace references and dependencies
- Navigate callers and callees
- Inspect repository structure
- Investigate configuration and documentation
- Understand potential change impact
- Generate repository and engineering reports
- Integrate repository knowledge into applications and tooling
Use Limoxel to:
- Examine package and module relationships
- Explore dependency graphs
- Inspect architectural boundaries
- Analyze coupling and structure
- Generate architecture-oriented reports
- Investigate repository-wide relationships
- Evaluate potential effects of structural changes
Use Limoxel to:
- Produce repository health information
- Review structural and dependency characteristics
- Generate engineering reports
- Examine change impact
- Support technical decisions with repository evidence
Use Limoxel to:
- Run repository analysis in automated workflows
- Produce machine-readable output
- Validate repository characteristics
- Integrate analysis into development pipelines
- Collect operational diagnostics
- Consume Limoxel capabilities through the SDK
Use the plugin ecosystem to:
- Extend Limoxel through defined plugin contracts
- Consume repository and intelligence capabilities
- Build repository-aware integrations
- Build intelligence-oriented integrations
- Develop CLI-oriented extensions
- Package and test plugins
- Integrate with the plugin security and lifecycle model
The plugin ecosystem also provides facilities for organizations that need to manage private plugins, organizational policies, plugin distribution, deployment, and centralized plugin management.
Limoxel is organized around clear responsibilities and stable public-facing interfaces.
Users & Systems
│
┌────────────────┼────────────────┐
▼ ▼ ▼
CLI SDK Plugins
│ │ │
└────────────────┼────────────────┘
▼
Limoxel Capabilities
│
┌───────────────────────┼───────────────────────┐
▼ ▼ ▼
Repository Intelligence Platform
Capabilities Capabilities Infrastructure
│ │ │
└───────────────────────┼───────────────────────┘
▼
Structured Repository
Knowledge
The platform provides the underlying repository and intelligence capabilities, while the CLI, SDK, and plugin ecosystem provide different ways to consume and extend those capabilities.
The public SDK and plugin interfaces are intended to let consumers work through stable contracts rather than depending directly on internal implementation packages.
Limoxel provides structured repository-analysis capabilities for discovering and understanding software systems.
- Repository boundary detection
- File discovery
- Exclusion handling
- Language identification
- Repository metadata collection
- Deterministic file enumeration
- Directory structure
- Packages
- Modules
- Configuration
- Documentation
- Repository organization
- Repository statistics
- Source indexing
- AST analysis
- Symbol extraction
- Symbol relationships
- Type and interface information
- Cross-reference analysis
- Internal dependencies
- External dependencies
- Dependency relationships
- Dependency graphs
- Circular dependency detection
- Dependency-chain traversal
Search across supported repository information including:
- Symbols
- Types
- Functions
- Packages
- Modules
- Files
- Dependencies
- Documentation
- Configuration
Limoxel extends repository analysis with deterministic engineering intelligence.
The intelligence capabilities operate on structured repository information to provide deeper understanding while preserving the distinction between repository evidence and interpretation.
Limoxel can represent and analyze:
- Repositories
- Packages
- Modules
- Symbols
- Types
- Functions
- Interfaces
- Variables
- Scope
- Ownership
- Visibility
- Semantic relationships
Limoxel can analyze relationships across:
- Files
- Packages
- Modules
- Workspaces
- Dependencies
- Configuration
- APIs
- Repository history and evolution
Navigation capabilities include:
- Definitions
- Declarations
- Implementations
- References
- Usages
- Reverse dependencies
- Symbol hierarchies
- Type hierarchies
- Interface hierarchies
- Package hierarchies
- Call hierarchies
- Dependency chains
Limoxel can analyze repository characteristics including:
- Code quality
- Dead code
- Unused imports and exports
- Duplicate logic
- Large files
- Large functions
- Dependencies
- Circular dependencies
- Layer relationships
- Coupling
- Architecture
- Module boundaries
- Package cohesion
- Configuration
- Repository health
Limoxel can reason about potential engineering consequences of changes, including:
- Symbol impact
- Package impact
- Module impact
- Repository impact
- Dependency impact
- API changes
- Breaking changes
- Refactoring opportunities
- Compatibility considerations
- Dependency recommendations
- Architecture recommendations
- Performance recommendations
- Repository organization recommendations
Results are based on available repository evidence and are designed to remain deterministic and explainable.
Limoxel provides a public Go SDK for applications and developer tooling that need to consume repository analysis and engineering intelligence programmatically.
The canonical public package is:
import "github.com/unhield/limoxel/sdk"The SDK exposes public contracts for repository and intelligence capabilities without requiring consumers to depend directly on Limoxel's internal implementation packages.
The Core SDK provides public access to:
- Repository management and lifecycle
- Repository metadata and statistics
- File discovery and metadata
- Package discovery and relationships
- Symbol lookup and relationships
- Multi-domain repository search
The Intelligence SDK provides public contracts for:
- Knowledge graph access and traversal
- Graph filtering and export
- Architecture, dependency, quality, and health analysis
- Definition, reference, symbol, and call navigation
- Deterministic impact analysis and engineering reasoning
- Engineering recommendations and insights
- Repository and SDK lifecycle events
- Unified request-based intelligence access
The public SDK includes compatibility utilities for:
- Semantic Versioning
- API-change evaluation
- Upgrade validation
- Migration guidance
- API deprecation tracking
Runnable SDK examples are available under:
sdk/examples/
They cover common SDK workflows such as:
- Basic SDK usage
- Repository analysis
- Knowledge graphs
- Code navigation
- Intelligence and reasoning
- Event streaming
Starter templates are available under:
sdk/templates/
The public SDK documentation is available under:
docs/07_sdk/
├── 01_SDK_Foundation.md
├── 02_Core_SDK.md
├── 03_Intelligence_SDK.md
└── 04_SDK_and_Public_API_User_Manual.md
For integration work, start with:
docs/07_sdk/04_SDK_and_Public_API_User_Manual.md
A minimal SDK integration can be structured as:
package main
import (
"context"
"log"
"github.com/unhield/limoxel/sdk"
)
func main() {
ctx := context.Background()
client, err := sdk.OpenWorkspace(ctx, ".")
if err != nil {
log.Fatal(err)
}
defer client.Close()
stats, err := client.Repository().Statistics(ctx)
if err != nil {
log.Fatal(err)
}
log.Printf(
"files=%d packages=%d symbols=%d",
stats.TotalFiles,
stats.TotalPackages,
stats.TotalSymbols,
)
}The SDK requires local filesystem access to the workspace being analyzed.
For complete API behavior, compatibility guidance, examples, templates, and integration details, use the SDK documentation rather than treating this README as the SDK reference manual.
Limoxel provides an extensible plugin ecosystem for developers and organizations that need to extend Limoxel without coupling their integrations directly to internal implementation details.
Plugins operate through defined contracts and can consume supported Limoxel repository and intelligence capabilities.
The plugin framework provides the foundation for:
- Plugin identity and metadata
- Plugin manifests
- Capability declarations
- Dependencies
- Version compatibility
- Discovery and registration
- Lifecycle management
- Installation and removal
- Activation, suspension, restart, and update workflows
The Plugin SDK provides interfaces for building plugins that interact with Limoxel capabilities.
Supported areas include:
- Repository access
- Symbol access
- Search
- Knowledge graphs
- Engineering analysis
- Events
Plugin development also includes templates and supporting development tooling.
The plugin security model includes facilities for:
- Plugin verification
- Digital signatures
- Integrity verification
- Publisher verification
- Version verification
- Trust validation
- Permission management
- Runtime and resource controls
- Security monitoring
- Security logging
Security behavior depends on the execution mode, host environment, configured permissions, and available platform controls.
The marketplace provides facilities for:
- Plugin publication
- Plugin distribution
- Version management
- Dependency resolution
- Search and discovery
- Categories
- Featured and recommended plugins
- Publisher profiles
- Ratings and reviews
- Download information
- Package validation
- Signature verification
- Compatibility validation
Organizations can use the enterprise plugin capabilities for:
- Private plugins
- Organization registries
- Internal distribution
- Organization permissions
- Plugin ownership
- Plugin allowlists and denylists
- Version policies
- Security policies
- Deployment policies
- Centralized plugin management
- Installation, update, and removal workflows
- Plugin monitoring
- Enterprise validation
Plugin documentation is available under:
docs/08_plugin/
├── 01_Plugin_Framework.md
├── 02_Plugin_SDK.md
├── 03_Plugin_Security.md
├── 04_Plugin_Marketplace.md
├── 05_Enterprise_Plugin_Support.md
└── 06_Plugin_SDK_Developer_Guide.md
Start with:
docs/08_plugin/01_Plugin_Framework.mdfor the plugin model and lifecycledocs/08_plugin/02_Plugin_SDK.mdfor plugin APIs and developmentdocs/08_plugin/03_Plugin_Security.mdfor security conceptsdocs/08_plugin/04_Plugin_Marketplace.mdfor marketplace capabilitiesdocs/08_plugin/05_Enterprise_Plugin_Support.mdfor organization and enterprise capabilitiesdocs/08_plugin/06_Plugin_SDK_Developer_Guide.mdfor practical plugin development guidance
The README provides an ecosystem overview; the plugin documentation contains the detailed contracts and development guidance.
Limoxel provides a native command-line interface for interactive repository exploration, automation, analysis, reporting, and diagnostics.
The general form is:
limoxel [global-options] <command> <subcommand> [arguments] [options]
The CLI is organized around practical repository and engineering workflows.
Typical repository operations include:
limoxel init
limoxel open /path/to/project
limoxel scan
limoxel analyze
limoxel validate
limoxel info
limoxel statistics
limoxel closeSearch repository information from the command line:
limoxel search symbol HandleRequest
limoxel search package api
limoxel search module internal
limoxel search file "*.go"
limoxel search dependency
limoxel search doc authentication
limoxel search configInspect repository structure and relationships:
limoxel intel inspect HandleRequest
limoxel intel explain
limoxel intel dependencies
limoxel intel health
limoxel intel impact HandleRequest
limoxel intel navigate HandleRequest
limoxel intel recommendationsExplore repository relationships:
limoxel graph repo
limoxel graph package
limoxel graph dependency
limoxel graph call HandleRequest
limoxel graph module
limoxel graph symbol HandleRequestGenerate higher-level repository reports:
limoxel report summary
limoxel report repository
limoxel report architecture
limoxel report dependency
limoxel report healthExport repository relationships for use outside the terminal:
limoxel export graph
limoxel export diagram architecture
limoxel export diagram call
limoxel export diagram packageSupported export formats depend on the selected operation and include machine-readable, document, and graph-oriented formats such as JSON, YAML, Markdown, HTML, Mermaid, Graphviz/DOT, SVG, and PNG.
Manage Limoxel configuration from the CLI:
limoxel config list
limoxel config get repository.root
limoxel config set output.format json
limoxel config unset output.format
limoxel config validate
limoxel config init
limoxel config profile listInspect operational information when troubleshooting:
limoxel log
limoxel diag
limoxel health
limoxel debug trace
limoxel debug dump
limoxel profile statsLimoxel also provides a stateful interactive shell:
limoxel interactiveExample:
limoxel> open /path/to/project
limoxel> scan
limoxel> analyze
limoxel> search symbol HandleRequest
limoxel> intel explain
limoxel> report summary
limoxel> exit
For the complete command reference, option semantics, configuration behavior, logging, diagnostics, workflows, troubleshooting, and developer guidance, see:
docs/06_cli/05_CLI_User_and_Developer_Guide.md
The detailed CLI documentation is also available under:
docs/06_cli/
├── 01_Command_Line_Interface.md
├── 02_Output_and_Reporting.md
├── 03_Configuration_System.md
├── 04_Logging_and_Diagnostics.md
└── 05_CLI_User_and_Developer_Guide.md
The README intentionally provides only the common workflows and entry points; the CLI documentation is the authoritative user guide.
Limoxel supports both human-readable and machine-readable output.
Depending on the command, output can be represented as:
- Text
- JSON
- YAML
- TOML
- XML
- CSV
- Markdown
- HTML
- Mermaid
- Graphviz/DOT
- SVG
- PNG
- Interactive output where supported
Common output controls include:
limoxel --format json <command>
limoxel --format yaml <command>For commands that support direct file output:
limoxel report summary --format markdown --output report.md
limoxel export graph --format mermaid --output graph.mmdStandard shell redirection can also be used where commands write to standard output:
limoxel search symbol HandleRequest --format json > result.jsonLimoxel supports configuration for repository analysis, output behavior, logging, diagnostics, and performance.
Configuration can cover areas such as:
- Repository root
- Repository indexing behavior
- Excluded paths
- Analysis depth
- Analysis strictness
- Output format
- Output behavior
- Logging level
- Logging format
- Log file destination
- Worker count
- Operation timeouts
- Named profiles
A configuration file can be initialized with:
limoxel config initDetailed configuration behavior is documented in:
docs/06_cli/03_Configuration_System.md
Limoxel includes operational logging and diagnostic facilities intended for both local development and automated environments.
Supported functionality includes:
- Structured log records
- Multiple log levels
- Text and JSON log output
- Log-file output
- Diagnostic collection
- Runtime health checks
- Debug state information
- Execution tracing
- CPU profiling
- Memory profiling
- Resource statistics
Common diagnostic commands include:
limoxel log
limoxel diag
limoxel health
limoxel debug trace
limoxel debug dump
limoxel profile statsDetailed behavior is documented in:
docs/06_cli/04_Logging_and_Diagnostics.md
Limoxel is implemented in Go and can be built directly from source.
| Requirement | Version |
|---|---|
| Go | 1.26.5 or later |
| Git | Current stable release recommended |
| Operating System | Linux, macOS, or Windows |
The project provides source-based development and release workflows for supported platforms and architectures.
git clone https://github.com/unhield/limoxel.git
cd limoxelgo build -o bin/limoxel ./cmd/limoxelOn Windows:
go build -o bin\limoxel.exe .\cmd\limoxellimoxel versionYou can also run the executable directly from the repository:
go run ./cmd/limoxel versionOnce Limoxel is available on your PATH, point it at a repository and begin with discovery.
limoxel info --repo /path/to/projectlimoxel scan --repo /path/to/project
limoxel analyze --repo /path/to/projectlimoxel search symbol MyFunction --repo /path/to/projectlimoxel intel dependencies --repo /path/to/project
limoxel graph package --repo /path/to/projectlimoxel report summary --repo /path/to/projectlimoxel search symbol MyFunction \
--repo /path/to/project \
--format jsonlimoxel open /path/to/project
limoxel scan
limoxel analyze
limoxel info
limoxel statisticsThen search and navigate:
limoxel search symbol MyFunction
limoxel intel navigate MyFunction
limoxel intel dependencieslimoxel intel explain
limoxel graph package
limoxel graph module
limoxel report architecturelimoxel intel dependencies
limoxel graph dependency
limoxel report dependencylimoxel intel impact MyFunction
limoxel intel navigate MyFunction
limoxel intel recommendationslimoxel report summary --format json --output summary.json
limoxel report health --format json --output health.jsonlimoxel health
limoxel diag
limoxel log
limoxel debug dumpFor automated environments, prefer structured output formats such as JSON or YAML where machine processing is required.
Limoxel is developed with multiple layers of automated verification.
Validation can include:
- Unit testing
- Integration testing
- Build verification
- Static analysis
- Dependency verification
- Runtime behavior
- Deterministic execution
- Repository integration
- Cross-package integration
- Cross-module integration
- API integration
- Graph traversal
- Search behavior
- Input validation
- Error handling
- Documentation integrity
- Performance testing
Common Go validation commands include:
go test ./...
go vet ./...
go build ./...
go mod verifyFormatting can be checked with:
gofmt -l .Repository workflows may also provide CI, dependency review, documentation checks, security analysis, and release automation.
Limoxel documentation is organized by subject so users and developers can find the appropriate level of detail without having to read the entire project.
| Documentation | Purpose |
|---|---|
| Foundation | Project principles, goals, engineering philosophy, repository organization, and contribution guidance |
| Architecture | Component boundaries, dependency rules, interfaces, communication, extensions, and system structure |
| Engineering | Runtime, package structure, contracts, bootstrap, and implementation guidance |
| Repository | Discovery, metadata, language detection, dependencies, indexing, symbols, cross-references, graphs, queries, and search |
| Intelligence | Semantic analysis, cross-repository analysis, navigation, engineering analysis, knowledge graphs, reasoning, and impact analysis |
| CLI | Command usage, output, configuration, logging, diagnostics, workflows, troubleshooting, and developer guidance |
| SDK | Public SDK foundation, core SDK, intelligence SDK, compatibility, examples, templates, and public API usage |
| Plugin Ecosystem | Plugin framework, SDK, security, marketplace, enterprise support, and plugin development |
Documentation is available under:
docs/
├── 01_foundation/
├── 02_architecture/
├── 03_engineering/
├── 04_repository/
├── 05_intelligence/
├── 06_cli/
├── 07_sdk/
└── 08_plugin/
For users working primarily with the command line, start with:
docs/06_cli/05_CLI_User_and_Developer_Guide.md
For SDK and Public API integration, start with:
docs/07_sdk/04_SDK_and_Public_API_User_Manual.md
For plugin development, start with:
docs/08_plugin/06_Plugin_SDK_Developer_Guide.md
For the plugin ecosystem overview, start with:
docs/08_plugin/01_Plugin_Framework.md
The repository follows a responsibility-oriented structure.
limoxel/
│
├── .github/ # Repository automation and workflows
├── cmd/ # Executable entry points
│ └── limoxel/ # Limoxel CLI executable
│
├── docs/ # Project documentation
│ ├── 01_foundation/ # Foundation documentation
│ ├── 02_architecture/ # Architecture documentation
│ ├── 03_engineering/ # Engineering documentation
│ ├── 04_repository/ # Repository analysis documentation
│ ├── 05_intelligence/ # Intelligence documentation
│ ├── 06_cli/ # CLI documentation
│ ├── 07_sdk/ # Public SDK documentation
│ └── 08_plugin/ # Plugin ecosystem documentation
│
├── internal/
│ ├── capabilities/
│ │ ├── cli/ # CLI capabilities
│ │ ├── intelligence/ # Engineering intelligence capabilities
│ │ ├── plugin/ # Plugin ecosystem capabilities
│ │ ├── repository/ # Repository capabilities
│ │ └── sdk/ # SDK support capabilities
│ │
│ ├── cli/ # CLI foundation
│ ├── engine/ # Execution engine
│ ├── extension/ # Extension infrastructure
│ ├── filesystem/ # Filesystem services
│ ├── language/ # Language management
│ ├── parser/ # Parser infrastructure
│ ├── platform/ # Shared platform services
│ ├── project/ # Project management
│ ├── repository/ # Repository foundation
│ └── workspace/ # Workspace management
│
├── plugin/ # Public plugin APIs, SDK, tooling, and integrations
│ ├── api/ # Plugin capability interfaces
│ ├── enterprise/ # Enterprise plugin interfaces
│ ├── examples/ # Plugin examples
│ ├── marketplace/ # Marketplace client interfaces
│ ├── security/ # Public security interfaces
│ ├── templates/ # Plugin templates
│ ├── testing/ # Plugin testing support
│ └── tooling/ # Plugin development tooling
│
├── sdk/ # Public Go SDK, examples, templates, portal, and tooling
│
├── tests/ # Integration testing
│
├── CHANGELOG.md # Release history
├── CODEOWNERS # Repository ownership
├── CODE_OF_CONDUCT.md # Community guidelines
├── CONTRIBUTING.md # Contribution guide
├── LICENSE # MIT License
├── README.md # Project overview
├── SECURITY.md # Security policy
├── go.mod # Go module definition
└── go.sum # Dependency checksums
For a more detailed repository structure reference, see the repository documentation under:
docs/01_foundation/
Limoxel 1.5.1 extends the platform with an extensible plugin ecosystem alongside its repository analysis, engineering intelligence, CLI, and public SDK capabilities.
| Capability | Status |
|---|---|
| Engineering Foundation | ✅ |
| Platform Infrastructure | ✅ |
| Repository Discovery | ✅ |
| Repository Structure Analysis | ✅ |
| Source Indexing | ✅ |
| AST & Symbol Analysis | ✅ |
| Dependency Analysis | ✅ |
| Cross-Reference Analysis | ✅ |
| Repository Knowledge Graph | ✅ |
| Repository Search | ✅ |
| Semantic Analysis | ✅ |
| Cross-Repository Analysis | ✅ |
| Engineering Navigation | ✅ |
| Engineering Analysis | ✅ |
| Change-Impact Analysis | ✅ |
| Engineering Recommendations | ✅ |
| Public SDK & API Contracts | ✅ |
| SDK Compatibility & Versioning | ✅ |
| SDK Examples & Templates | ✅ |
| Command-Line Interface | ✅ |
| Configuration | ✅ |
| Reporting & Export | ✅ |
| Logging & Diagnostics | ✅ |
| Interactive Shell | ✅ |
| Plugin Framework | ✅ |
| Plugin SDK | ✅ |
| Plugin Security | ✅ |
| Plugin Marketplace | ✅ |
| Enterprise Plugin Support | ✅ |
| Engineering Documentation | ✅ |
| Automated Validation | ✅ |
For release history and version-specific changes, see CHANGELOG.md.
Contributions are welcome and appreciated.
Limoxel follows a maintainer-approval model to preserve engineering quality, architectural consistency, repository organization, and long-term maintainability.
Every contribution is reviewed according to the project's engineering principles, implementation standards, documentation quality, and long-term direction.
Submitting an Issue, Pull Request, or proposed enhancement does not guarantee acceptance.
Before contributing, please read:
CONTRIBUTING.mdCODE_OF_CONDUCT.md
For substantial features, architectural changes, or repository-wide improvements, please review the relevant documentation before beginning implementation.
If you are unsure whether a proposal aligns with the direction of Limoxel, contact:
before investing significant implementation effort.
Limoxel is developed and maintained as an independent open-source project.
If Limoxel saves you time, supports your research, or becomes part of your engineering workflow, consider supporting its continued development.
Limoxel is released under the MIT License.
See the LICENSE file for the complete license text.
Limoxel is a long-term engineering initiative focused on building a stable and extensible foundation for understanding software repositories.
The project emphasizes:
- Engineering quality
- Clear architecture
- Deterministic analysis
- Structured repository knowledge
- Practical developer tooling
- Extensibility
- Documentation-first development
- Maintainability
- Explainable engineering analysis