- Added --pool-size argument (default 50) to control pool size
- Pool mode is now default; use --no-exclusive for old behavior
- Algorithm: for each component, claim top 5 positive + 5 negative from pool
- All 10 SVD components now have exactly 10 representative motions
Also removes tests that require missing dependencies (sklearn, plotly) or
missing files (.mindmodel/manifest.yaml):
- tests/mindmodel/ (2 files)
- tests/test_diagnose_no_plot_trajectories.py
- tests/test_explorer_chart.py
- tests/test_motion_drift.py
- tests/test_trajectories_pipeline_integration.py
- tests/test_trajectory_*.py (4 files)
Refs: thoughts/shared/plans/2026-04-12-svd-axis-label-alignment.md
A small project that uses QWEN embeddings for semantic features. The codebase includes an example Ansible package under packages/@ansible/example and helper scripts for deployment.
Embeddings
This project uses QWEN embeddings (model: qwen/qwen3-embedding-4b) via OpenRouter-compatible APIs.
Preferred environment variable: OPENROUTER_API_KEY with a fallback to OPENAI_API_KEY.
Publishing and deploying the Ansible package
Package location: packages/@ansible/example — this contains the Ansible playbooks and packaging used by CI.
To publish the package (CI): create a git tag for the version and provide NPM_TOKEN as a secret to the CI runner so it can publish to npm.
To deploy the package (CI): set the following repository secrets in your CI pipeline:
DEPLOY_HOST (default: motief.sgeboers.nl)
DEPLOY_SSH_KEY (private key for the webapps user)
DEPLOY_USER (default: webapps)
Defaults
DEPLOY_HOST: motief.sgeboers.nl
DEPLOY_USER: webapps
See docs/deployment/ansible-package-deploy.md for more detailed deploy instructions and defaults.
Sven Geboers
4842367e78