tmxcaliber

tmxcaliber is a command-line toolkit for refining, querying, and transforming TrustOnCloud ThreatModels. It helps engineers work with large model files more efficiently by filtering JSON, exporting threats and controls, mapping control objectives to frameworks, generating DFD artifacts, and comparing model versions without writing custom scripts for each task.

Highlights

• Filter ThreatModel JSON files by IDs, severity, IAM permissions, and events.
• List threats, controls, services, and feature classes from a single model or an entire directory.
• Map control objectives to SCF-supported frameworks or your own custom framework.
• Write mapping data back into a ThreatModel JSON.
• Generate threat-focused and feature-class-focused DFD XML and PNG outputs.
• Create structured change logs in JSON or Markdown.
• Scan control descriptions with regex patterns or the built-in guardduty_findings alias.

Quickstart

tmxcaliber supports Python 3.10+.

pip install tmxcaliber
tmxcaliber -h

Or run it without installing anything, using uv:

uvx tmxcaliber -h

First commands to try:

tmxcaliber list threats path/to/threatmodel.json
tmxcaliber filter path/to/threatmodel.json --severity high --output filtered.json
tmxcaliber map path/to/threatmodel.json --scf 2025.3.1 --framework-name "NIST CSF v2.0"

Installation

Install from PyPI

The recommended way to get the CLI:

pip install tmxcaliber

Or run it without installing anything, with uv:

uvx tmxcaliber -h

Pin a specific version the usual way:

pip install "tmxcaliber==<version>"

Every merge to main publishes a new version to PyPI automatically, so the latest released code is always there. The Git tags remain the release history and carry the same sdist and wheel as attachments.

Install from source

For contributors, or to work against unreleased changes. This uses uv to build the environment from the committed uv.lock:

git clone https://github.com/trustoncloud/tmxcaliber.git
cd tmxcaliber
uv sync
uv run tmxcaliber -h

If you prefer a manual virtual environment with pip:

python -m venv .venv
# PowerShell
.venv\Scripts\Activate.ps1
# bash / zsh
source .venv/bin/activate

pip install .
tmxcaliber -h

Docker

The repository includes a Dockerfile for containerized use:

docker build -t tmxcaliber .
docker run --rm -it tmxcaliber -h

Requirement note for generate

The generate command depends on drawio. If the binary is not automatically detected, provide it explicitly with --bin.

Command Overview

Core Workflows

Filter a ThreatModel

Use filter when you want a refined ThreatModel JSON as the output.

tmxcaliber filter path/to/threatmodel.json \
  --severity high \
  --output filtered.json

Create a filtered file and a companion file containing everything removed:

tmxcaliber filter path/to/threatmodel.json \
  --permissions s3:GetObject \
  --output filtered.json \
  --output-removed

Use --exclude to invert an ID-based filter:

tmxcaliber filter path/to/threatmodel.json \
  --ids S3.T12,S3.CO1 \
  --exclude \
  --output filtered.json

List threats and controls

List threats from a single model:

tmxcaliber list threats path/to/threatmodel.json

List only high and very-high severity threats from a directory:

tmxcaliber list threats path/to/threatmodels \
  --severity high \
  --output threats.csv

List controls from a directory:

tmxcaliber list controls path/to/threatmodels --output controls.csv

List only AWS data perimeter controls:

tmxcaliber list controls path/to/threatmodels \
  --type AWS_DATA_PERIMETER \
  --output perimeter_controls.csv

List services across a directory of models:

tmxcaliber list services path/to/threatmodels --format json

List feature classes from a single ThreatModel:

tmxcaliber list feature-classes path/to/threatmodel.json

Map to a supported or custom framework

Generate a mapping to an SCF-supported framework:

tmxcaliber map path/to/threatmodel.json \
  --scf 2025.3.1 \
  --framework-name "ISO 27001 v2013" \
  --format csv

Use the exact framework name from the selected SCF version header when targeting a built-in framework.

Generate a mapping to your own framework using the starter CSVs in template/:

tmxcaliber map path/to/threatmodel.json \
  --scf 2025.3.1 \
  --framework-name "My Framework" \
  --framework-map template/myframework.csv \
  --framework-metadata template/mymetadata.csv \
  --format json

Add mapping data back into a ThreatModel

If you want the mapping persisted directly into the ThreatModel output:

tmxcaliber add-mapping path/to/threatmodel.json \
  --scf 2025.3.1 \
  --framework-name "My Framework" \
  --framework-map template/myframework.csv \
  --framework-metadata template/mymetadata.csv \
  --output enriched-threatmodel.json

Generate DFD artifacts

generate accepts either:

• a ThreatModel JSON containing base64-encoded XML in dfd.body
• a raw XML file from the main ThreatModel DFD

Generate XML and PNG outputs from JSON:

tmxcaliber generate path/to/threatmodel.json \
  --threat-dir out/threat-xml \
  --fc-dir out/feature-class-xml \
  --out-dir out/png

Generate from XML with an explicit drawio binary:

tmxcaliber generate path/to/provider_service_DFD.xml \
  --bin "C:\Program Files\draw.io\draw.io.exe" \
  --out-dir out/png

Scan control descriptions

Search control descriptions with a regex:

tmxcaliber scan path/to/threatmodel.json --pattern UnauthorizedAccess

Use the built-in GuardDuty findings alias:

tmxcaliber scan path/to/threatmodel.json --pattern guardduty_findings

Create change logs

Compare two ThreatModel versions and output JSON:

tmxcaliber create-change-log path/to/new_tm.json path/to/old_tm.json

Generate a Markdown report:

tmxcaliber create-change-log path/to/new_tm.json path/to/old_tm.json \
  --format md \
  --output changes.md

You can also scope the comparison to specific IDs and invert the selection with --exclude.

Common Examples

# List all threats across a directory
tmxcaliber list threats path/to/threatmodels

# Keep only specific controls and objectives in a filtered JSON
tmxcaliber filter path/to/threatmodel.json --ids S3.C12,S3.CO5 --output filtered.json

# Exclude known noisy threats from a threat export
tmxcaliber list threats path/to/threatmodel.json --ids S3.T2,S3.T9 --exclude

# Export services for inventory or reporting
tmxcaliber list services path/to/threatmodels --output services.csv

# Produce a custom-framework mapping
tmxcaliber map path/to/threatmodel.json --scf 2025.3.1 --framework-name "My Framework" --framework-map template/myframework.csv

# Create a Markdown change log between releases
tmxcaliber create-change-log new.json old.json --format md --output changes.md

Help Reference

Use the built-in help to inspect the full CLI surface:

tmxcaliber -h
tmxcaliber filter -h
tmxcaliber map -h
tmxcaliber add-mapping -h
tmxcaliber scan -h
tmxcaliber generate -h
tmxcaliber list threats -h
tmxcaliber list controls -h
tmxcaliber list services -h
tmxcaliber list feature-classes -h
tmxcaliber create-change-log -h

Development

Set up a local development environment with dev dependencies (Ruff, mypy, pytest, coverage, pre-commit, and type stubs):

uv sync --extra dev
uv run pre-commit install

Run the test suite:

uv run pytest -q test

Lint, format, and type-check:

uv run ruff format --check .
uv run ruff check .
uv run mypy

Contributing

Contributions are welcome. If you want to improve the CLI, add tests, or extend the documentation, open an issue or submit a pull request with a clear description of the change and its intended user impact.