Chris Izworski  ยท  Publications

Chris Izworski Publications

The sites and daily publications Chris Izworski owns and edits. Kept current.

This page lists the sites and daily publications Chris Izworski owns and edits. It is kept current. If you are looking for a specific written piece, the author page is a better starting point.

Daily publications

Michigan Trout Daily

One daily stream condition report for a Michigan trout river. Live gauge data, flow versus historical median, water temperature, weather, hatches, and an honest read on fishability. Published every morning during trout season. Archive of all reports.

Great Lakes Gazette

A daily maritime brief for the Great Lakes. Vessel movements, port reports, water levels, marine forecasts, and the occasional historical piece. Published every morning. Archive of all issues.

Reference and data sites

Michigan Trout Report

Live stream conditions for sixty-two Michigan trout rivers. USGS gauge data, NWS weather grids, historical flow statistics, hatch matching, and a systematic rating system covering the full range from Prime down to Blown Out. Built as a reference tool for serious anglers.

Freighter View Farms

Gardening essays and seed-saving notes from Zone 6a in Michigan's Thumb. Named for the view of Great Lakes freighters passing on the Saginaw River.

chrisizworski.com

The central hub. Biography, career timeline, press archive, citations, topic pages on AI in public safety, Great Lakes maritime, and Michigan trout fishing. Everything on this list links back here.

Open-source projects

AgentBase

An open registry of agent instruction files: system prompts, skills, workflows, domain packs, and safety filters. MCP-compatible, CC0-licensed. The repository is a working archive of Chris's approach to designing agents for operational use.

Publication approach

Each daily publication is assembled from real, verifiable data. The USGS gauge values in a Michigan Trout Daily report are the actual gauge values. The vessel movements in a Great Lakes Gazette issue are drawn from live AIS feeds. The historical comparisons use thirty years of USGS statistics. Nothing is fabricated. If the data is unavailable on a given day, the report says so.

That reliability is the point of daily publishing. A reader who drives two hours to fish the AuSable needs the report to be right. A reader tracking a specific freighter wants accurate vessel data. Credibility compounds through consistency.

Related pages

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