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Run the indago test suite. Use when changing pipeline logic, scoring models, or schema contracts.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Install, unload, and check status of the indago macOS LaunchAgents (AIS stream + R2 sync). Use when setting up a new machine, after a plist change, or to verify streams are alive and uploading.
Download and inspect the latest regional watchlists on R2 (arktrace-public or maridb-public). Use when finding demo MMSIs, checking sanctions_distance and ownership_chain, or verifying data-publish output before arktrace smoke tests.
Fetch and interpret indago data-publish metrics (P@50 email, R2 snapshots, lead time). Use after data-publish CI, when explaining metric deltas, or before updating external docs.
Run the backtracking delayed-label intelligence loop. Use when new analyst labels are available or to rewind causal reasoning on past detections.
Generate an OSINT intelligence report for a vessel or watchlist batch. Use when investigating a flagged vessel or preparing a weekly analyst report.
Run the indago 11-step data pipeline. Use when ingesting new AIS data, refreshing features, or running a full regional screening.
| name | indago-run-tests |
| description | Run the indago test suite. Use when changing pipeline logic, scoring models, or schema contracts. |
| license | Apache-2.0 |
| compatibility | Requires Python >=3.12 and uv |
| metadata | {"repo":"indago"} |
uv run pytest tests/ -v
Integration tests (require external/public data, opt-in):
uv run pytest tests/ -v -m integration
Score regression check:
uv run python scripts/check_score_regression.py