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developer building

MD MUFTHAKHERUL ISLAM MIRAZ edited this page Jun 17, 2026 · 2 revisions

Building & Packaging

Siyarix supports multiple distribution formats using hatchling as the build system.

Build from source

pip install build hatchling
python -m build
# Output in dist/
# dist/siyarix-3.0.0-py3-none-any.whl
# dist/siyarix-3.0.0.tar.gz

Development installation

pip install -e ".[all,cli,siem,dev]"

Publish to PyPI

pip install twine
python -m build
twine upload --repository testpypi dist/*   # Test first
twine upload dist/*                         # Production

Build system

[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"

Package structure

siyarix/
├── src/siyarix/          # Package source (78+ modules)
├── tests/                # Test suite
├── packages/             # Platform-specific packages
│   ├── npm/              # npm launcher
│   ├── homebrew/         # Homebrew formula
│   ├── winget/           # Winget manifest
│   ├── chocolatey/       # Chocolatey package
│   ├── deb/              # Debian/Ubuntu packaging
│   ├── harmonyos/        # HarmonyOS installer
│   └── rust_parsers/     # Rust PyO3 parsers
├── docs/                 # Documentation (MkDocs Material)
├── scripts/              # Utility scripts
├── Dockerfile            # Multi-stage Docker build
├── docker-compose.yml    # Docker Compose orchestration
└── pyproject.toml        # Build config & metadata

Platform packages

Homebrew

brew install --build-from-source packages/homebrew/siyarix.rb

npm

cd packages/npm
npm publish --access public

Usage: npx @mufthakherul/siyarix --help

Winget

winget install Mufthakherul.Siyarix

Chocolatey

choco install siyarix

Debian/Ubuntu

sudo dpkg -i packages/deb/siyarix_3.0.0-1_all.deb

Docker

docker build -t siyarix:latest .                             # Production
docker build --target development -t siyarix:dev .           # Development
docker compose up                                             # Full stack
docker run siyarix:latest scan --help                         # Run command
docker run -v ~/.siyarix:/root/.siyarix siyarix:latest run "scan x"  # With config

Makefile targets

Target Description
make install Install production dependencies
make install-dev Install all dev dependencies
make test Run all tests with coverage
make test-quick Quick tests (exclude slow)
make lint Run ruff linter
make lint-fix Run ruff with auto-fix
make typecheck Run mypy
make format Run ruff formatter
make security Bandit + trufflehog + gitleaks + pip-audit
make coverage Tests with coverage report
make build Build sdist + wheel
make build-npm Build npm package
make build-deb Build .deb package
make build-docker Build Docker image
make docker-up Start Docker services
make docker-down Stop Docker services
make clean Clean build artifacts
make pre-commit Run pre-commit hooks
make publish-pypi Publish to PyPI
make publish-testpypi Publish to TestPyPI

Publishing checklist

  1. Update version in pyproject.toml
  2. Update CHANGELOG.md
  3. Run full test suite: pytest --cov=siyarix
  4. Run lint: ruff check src/
  5. Run type check: mypy src/siyarix/
  6. Build: python -m build
  7. Upload to TestPyPI: twine upload --repository testpypi dist/*
  8. Test install from TestPyPI
  9. Upload to PyPI: twine upload dist/*
  10. Tag release: git tag v3.0.0 && git push --tags
  11. Build and publish Docker image
  12. Update Homebrew formula
  13. Publish npm package
  14. Update Winget/Chocolatey manifests

Note

👋 Welcome to Siyarix! This is a personal passion project built by a single developer. It's currently under active development and growing fast. Expect rough edges, but lots of love! ❤️

🗺️ Siyarix Documentation Map

Welcome to the Siyarix Documentation Map! This page serves as your master compass for navigating the extensive documentation we have built for the platform.

Whether you are a brand new user, a seasoned security operator, or a developer looking to contribute to the core engine, you can find exactly what you need here.


🧭 Quick Navigation

Not sure where to start? Pick the path that best describes you:

🌱 For New Users

Just getting started? We highly recommend following these guides in order:

  1. Installation Guide — Get Siyarix running on your machine.
  2. Onboarding Wizard — Let our interactive wizard help you set up your API keys and environment.
  3. Setup & Configuration — A deeper dive into customizing your setup.
  4. Your First Run — A gentle walkthrough of your very first Siyarix command.

🛡️ For Security Operators

Ready to put Siyarix to work? Dive into our operational guides:

💻 For Developers & Contributors

Looking under the hood or wanting to write some code? Start here:


📂 The Complete Documentation Tree

If you prefer to browse the raw structure, here is a complete layout of the docs/ folder:

docs/
├── 🚀 getting-started/       # Installation, onboarding, and configuration
│   ├── installation.md       # Multi-platform install (pip, brew, winget, docker)
│   ├── onboarding.md         # The interactive 11-step setup wizard
│   ├── setup.md              # Managing API keys, credentials, and settings
│   ├── first-run.md          # A walkthrough of your first session
│   ├── configuration.md      # A deep-dive into advanced settings
│   └── troubleshooting.md    # Common issues and how to fix them instantly
│
├── 📖 user/                  # Daily operations and workflows
│   ├── cli-commands.md       # Reference for 50+ CLI commands across 12 groups
│   ├── interactive-chat.md   # Mastering the AI REPL and 54+ slash commands
│   ├── security-workflows.md # Recon, vulnerability assessment, incident response
│   ├── cloud-scanning.md     # Multi-cloud security scanning (under development)
│   ├── compliance.md         # Framework mapping (SOC 2, NIST, GDPR, PCI-DSS)
│   ├── threat-intelligence.md# Integrations with OTX, NVD, and MITRE ATT&CK
│   ├── playbooks.md          # Building automated YAML-based IR playbooks
│   ├── workflow-files.md     # DAG workflow reference (programmatic API)
│   ├── reporting.md          # Multi-format report generation
│   ├── offline-registry.md   # Running without AI (Offline/Registry execution mode)
│   └── ai-workflows.md       # Advanced AI-driven autonomous operations
│
├── 💻 developer/             # Building, testing, and extending Siyarix
│   ├── codebase-overview.md  # Full module structure mapping
│   ├── contribution-guide.md # How to submit PRs and our coding standards
│   ├── module-architecture.md# Component design and responsibilities
│   ├── testing.md            # Writing tests (pytest), coverage, and CI/CD
│   └── building.md           # Packaging, distribution, and Docker builds
│
├── 🏗️ architecture/          # System design and core internals
│   ├── overview.md           # High-level data flow and layered orchestration
│   ├── ai-agent-pipeline.md  # The AgentCore reasoning and execution pipeline
│   ├── provider-abstraction.md# How we unify 26 different AI providers
│   ├── execution-engine.md   # Plan-based step orchestration
│   ├── memory-and-state.md   # Knowledge graph, session persistence, and learning
│   ├── security-model.md     # The Permission Gate, DLP, audit logging, and OPSEC
│   └── intent-routing.md     # Semantic intent classification and routing
│
├── 🧠 ai/                    # Deep dive into the AI provider & agent systems
│   ├── routing.md            # Managing 26 providers, failovers, and circuit breakers
│   ├── persona-system.md     # Overview of our 10 security personas
│   ├── agent-reasoning.md    # The Observe-Reason-Act loop and tool call repair
│   ├── tool-execution.md     # The tool registry, capability graph, and parsers
│   ├── ensemble.md           # Parallel LLM voting strategies
│   ├── multi-wave.md         # Iterative goal execution with context carry-over
│   ├── prompt-architecture.md# System prompt design and management
│   └── safety.md             # Our rigorous 8-layer hallucination mitigation system
│
├── 🛡️ security/              # Safety, ethics, and threat models
│   ├── reporting.md          # How to safely report vulnerabilities to us
│   ├── threat-model.md       # System threat model and our mitigations
│   ├── operational-security.md# TOR routing, stealth modes, and OPSEC controls
│   ├── ethical-policy.md     # Mandatory rules of engagement for all users
│   └── abuse-prevention.md   # How we prevent misuse of the AI engine
│
└── ⚖️ legal/                 # Licensing and governance
    ├── agpl-guide.md         # A plain-English overview of the AGPL-3.0-or-later license
    ├── why-agpl.md           # The philosophy behind our license choice
    ├── trademark-policy.md   # Branding and trademark guidelines
    ├── responsible-ai.md     # Our framework for ethical AI usage
    ├── disclaimer.md         # Important legal disclaimers
    └── plugin-exception.md   # The license exception for building custom plugins

📖 Key Terminology

As you read through the documentation, you might encounter some specific terms. Here is a quick cheat sheet:

Term What It Means
Provider The backend AI engine powering Siyarix (e.g., OpenAI, Anthropic, Ollama).
Tool A traditional security executable installed on your system (e.g., nmap, nuclei).
Plan A step-by-step sequence of tool commands intelligently generated by the AI.
Workflow A hardcoded, predefined execution path (usually defined in YAML/JSON) that doesn't require AI generation.
Persona A specialized behavioral profile given to the AI (e.g., instructing it to act specifically as a "Network Recon Specialist").
Knowledge Graph Siyarix's internal memory where it stores findings (like IP addresses, open ports) to contextually inform future steps.

Need help finding something specific? Feel free to use the search bar at the top of the documentation site, or open a discussion on our GitHub!

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