skill · Global

pagasa-track-agent

Parse PAGASA severe weather bulletins into validated storm tracks: deterministic-first parser with LLM fallback, series tracker with forecast-skill verification, GeoJSON + Leaflet maps.

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What's in it

Data offered docs-verified: parse PAGASA Severe Weather Bulletin text into structured storm data · storm track series stitching and invariant checks · forecast-skill verification against later fixes · GeoJSON export (RFC 7946) · interactive Leaflet map rendering
Coverage llm-inferred: Philippines (PAGASA bulletins); Western North Pacific sanity box 0-50N, 100-170E · 2020-2024 (golden corpus)
Formats docs-verified: GeoJSON (RFC 7946) · HTML (Leaflet map)
Access docs-verified: Public GitHub repository; licence not stated. No API key needed for deterministic parsing; optional DeepSeek API key for LLM fallback only.

Useful for

Use cases llm-inferred: Historical WNP typhoon track benchmarking for climate-risk screening of Philippines project sites · Forecast-skill checks on PAGASA bulletins to inform tropical-cyclone scenario inputs for overseas flood or coastal studies · GeoJSON storm-track layers for GIS-based hazard mapping
Audience llm-inferred: GIS analysts · hydrologists · flood consultants · climate risk analysts

Limitations

Constraints llm-inferred: Tuned to PAGASA bulletin formats observed 2020-2024; 36 of 37 corpus bulletins parse without the LLM · Validation box limited to Western North Pacific (0-50N, 100-170E) · LLM fallback requires a DeepSeek API key · Soft validation issues are flagged for meteorologist review rather than rejected · Not UK-focused; no UK data sources covered

Licence: Unknown — check provider terms
Authentication: API key via env: DEEPSEEK_API_KEY (auto-extracted from README)
GitHub stars: 1
Last commit: 18/08/2026
Last successful page check: 14/10/2026
Page health: healthy
Package: pypi:pydantic
Verification: Not independently verified

Auto-extracted, unverified fields: tools, install, auth. Check upstream documentation.

Provenance & evidence

Daily discovery 2026-10-15: GitHub search; verified via GitHub API. Tools/install/auth auto-extracted from README.

Metadata observed 14/10/2026 · daily-2026-10-15 (github-search)