vigil-core 0.3.7

Vigil Core: Cryptographic kernel for reproducible science

Vigil CLI

Observable, collaborative, reproducible science platform.

✨ What's New in v0.2.0

Major update with genomics support, interactive setup, and cloud execution!

🎯 Interactive Project Setup (P3)

vigil new genomics-starter my-project --interactive

• Smart prompts with email validation
• Automatic placeholder replacement
• 97% faster (30+ min → <1 min)

🧬 Genomics Template (P0)

• Complete variant analysis workflow (filter → annotate → metrics)
• 40 synthetic variants across 10 cancer genes
• Ti/Tv ratio, depth stats, quality metrics
• Parquet format (5-10x compression)

☁️ Cloud & HPC Support (P1 + P3)

• HPC: SLURM, PBS, SGE profiles (400+ line guide)
• Cloud: AWS Batch, Google Cloud Life Sciences, Azure Batch, Kubernetes (600+ line guide)
• Cost optimization: 70-80% savings with spot instances

🗄️ Database Integration (P1)

• Ensembl, ClinVar, gnomAD clients
• Local caching for offline work
• Rate limiting and error handling

📊 Genomics Metrics Library (P2)

• Ti/Tv ratio calculation
• Het/Hom ratio
• Depth and quality statistics
• Scientifically validated

🔍 Version Management (P0)

• vigil doctor now detects version mismatches
• Automatic upgrade recommendations

Upgrade now: uv tool upgrade vigil-core or pipx upgrade vigil-core

Full details: See CHANGELOG.md

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Installation

Core Installation

# Install vigil-core (cryptographic kernel)
pip install vigil-core

# Or install vigil-client (includes vigil-core + platform integration)
pip install vigil-client

Package Structure

• vigil-core: Cryptographic kernel for reproducible science (like git)

  • Local operations: run, promote, verify, anchor
  • Offline-first, deterministic execution
  • Receipt generation and cryptographic verification

• vigil-client: Platform bridge and collaboration layer (like gh)

  • Platform integration: client login, client push, client pull
  • Authentication and synchronization
  • Artifact management and provenance linking

Unified CLI

Both packages provide a unified vigil command:

# Core commands (available with vigil-core)
vigil run
vigil promote
vigil verify

# Platform commands (available with vigil-client)
vigil client login
vigil client push
vigil client pull

Hybrid Architecture

vigil-core provides both a CLI tool and an importable library:

CLI Usage (Command Line)

# Create a new project
vigil new imaging-starter my-project
cd my-project

# Run pipeline
vigil run --cores 4

# Generate receipt
vigil promote

# Verify receipt
vigil verify receipt.json

Library Usage (Python API)

from vigil.core import run_pipeline, generate_receipt, ReceiptManager

# Run pipeline programmatically
result = run_pipeline("python train.py", dry_run=False)

# Generate receipt
artifacts = [{"uri": "model.pkl", "checksum": "abc123", "kind": "model"}]
receipt = generate_receipt(artifacts, pipeline_cmd="python train.py")

# Manage receipts
manager = ReceiptManager()
manager.save_receipt(receipt)

Core API Modules

• vigil.core.receipts - Receipt generation and verification
• vigil.core.pipeline - Pipeline execution and management
• vigil.core.signer - Cryptographic signing (Ed25519)
• vigil.core.policy - Policy enforcement and evaluation
• vigil.core.env - Environment capture and analysis

Entry Points

• CLI: vigil command (installed globally)
• Module: python -m vigil (runs CLI)
• Library: from vigil.core import ... (programmatic access)

MCP Server Installation

To use the MCP server (vigil mcp serve), install with the mcp extras:

# Install with MCP server support
pip install "vigil-core[mcp]"

# Or with vigil-client
pip install "vigil-client[mcp]"

The mcp extras include:

• mcp>=1.1.0 - MCP protocol server
• polars>=0.20.0 - Fast data frame library for data previews

Quick Start

Local Development (vigil-core)

# Create a new project from a template (with interactive setup)
vigil new genomics-starter my-project --interactive
cd my-project

# Install dependencies
uv sync

# Sync workspace spec
vigil spec --sync

# Preview the pipeline (dry-run)
vigil dev

# Execute the pipeline
vigil run --cores 4

# Promote artifacts to receipts
vigil promote

# Verify receipts
vigil verify app/code/receipts/*.json

Platform Integration (vigil-client)

# Install vigil-client for platform integration
pip install vigil-client

# Authenticate with the platform
vigil client login

# Upload receipts and artifacts
vigil client push

# Search for artifacts
vigil client artifacts-search "genomics"

# Download an artifact
vigil client pull artifact-id

# Create provenance links
vigil client link artifact-1 artifact-2 --relation INPUT_OF

Commands

Core Commands (vigil-core)

Project Management

• vigil new <template> [path] - Create a new project from a template
• vigil new <template> [path] --interactive - Interactive setup with smart prompts (NEW in v0.2.0)
• vigil new --list - List available templates (now includes genomics-starter)

Development

• vigil dev - Dry-run the pipeline and preview the DAG
• vigil build - Execute the pipeline without promotion
• vigil run - Execute targets and optionally promote
• vigil conformance - Check outputs against golden baselines (project-specific, not all templates include this)

Receipt Management

• vigil promote - Generate Vigil receipts from artifacts
• vigil anchor - Create Merkle anchors for receipts
• vigil url - Print the vigil:// URL for the project
• vigil verify - Verify receipt checksums and attestations

Health & Maintenance

• vigil doctor - Run repository health checks (includes version mismatch detection)
• vigil spec --sync - Sync workspace.spec.json with vigil.yaml
• vigil spec --dry-run - Preview workspace spec changes
• vigil version - Show installed version (alias for vigil --version)

Documentation & Collaboration

• vigil card init - Create experiment or dataset cards
• vigil card lint - Validate card format and required fields
• vigil notes new - Create timestamped lab notebook entries
• vigil notes index - Regenerate lab notebook index

Workbench & AI

• vigil ui bootstrap - Generate Workbench configuration
• vigil mcp serve - Start the MCP server for assistants
• vigil ai propose - Generate auto-target suggestions
• vigil ai apply - Execute auto-target proposal

Platform Commands (vigil-client)

Authentication

• vigil client login - Authenticate with Vigil platform
• vigil client logout - Log out and clear stored credentials
• vigil client whoami - Show current user information

Synchronization

• vigil client push - Upload receipts and artifacts to the platform
• vigil client pull - Download an artifact from the platform
• vigil client link - Create a provenance link between artifacts

Artifact Management

• vigil client artifacts - List artifacts in the platform
• vigil client artifacts-get <id> - Get detailed information about a specific artifact
• vigil client artifacts-search <query> - Search for artifacts by name or description

Configuration

• vigil client config - Show current configuration
• vigil client config-set-project <id> - Set default project ID
• vigil client config-set-remote <url> - Set remote platform URL

Version Management: The vigil doctor command now checks for version mismatches between local and global installations, helping prevent issues from outdated CLI versions.

Templates

Available starter templates:

• imaging-starter: Full-featured imaging pipeline with sciencecast timeline
• genomics-starter: Comprehensive genomics workflow with variant filtering, annotation, and QC metrics (includes large file handling strategies)
• minimal-starter: Smallest viable template for getting started

Genomics Template Features

The genomics-starter template demonstrates:

• Variant quality filtering (PHRED scores, depth, allele frequency)
• Functional annotation with gene and pathway information
• Comprehensive QC metrics (Ti/Tv ratio, depth distribution, pathogenicity)
• Large file handling strategies for NGS data (BAM, VCF, CRAM)
• Data handles with offline fallbacks for disconnected development
• Parquet format for efficient variant storage

Documentation

• Getting Started
• CLI Reference
• Creating Custom Templates

License

Apache-2.0