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Run the indago 11-step data pipeline. Use when ingesting new AIS data, refreshing features, or running a full regional screening.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | indago-run-pipeline |
| description | Run the indago 11-step data pipeline. Use when ingesting new AIS data, refreshing features, or running a full regional screening. |
| license | Apache-2.0 |
| compatibility | Requires Python >=3.12 and uv; Cloudflare R2 credentials for upload steps |
| metadata | {"repo":"indago"} |
uv run python scripts/run_pipeline.py --region singapore
Region presets: singapore japan_sea middle_east europe_baltic us_gulf
To skip upload to R2:
uv run python scripts/run_pipeline.py --region singapore --no-upload
See references/pipeline-operations.md for all 11 steps, CLI flags, Docker Compose, and recovery procedures.
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 test suite. Use when changing pipeline logic, scoring models, or schema contracts.