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Run the backtracking delayed-label intelligence loop. Use when new analyst labels are available or to rewind causal reasoning on past detections.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
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.
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.
Run the indago test suite. Use when changing pipeline logic, scoring models, or schema contracts.
| name | indago-run-backtrack |
| description | Run the backtracking delayed-label intelligence loop. Use when new analyst labels are available or to rewind causal reasoning on past detections. |
| license | Apache-2.0 |
| compatibility | Requires Python >=3.12 and uv; scoring model must have run first |
| metadata | {"repo":"indago"} |
uv run python scripts/run_backtracking.py --days 30
Checks for new analyst labels, propagates them backward through the causal model, and flags precursor signals that should have fired.
uv run python scripts/check_score_regression.py
See references/backtracking-runbook.md for full delayed-label loop operations, evidence types, and demo scenario.