How to Fix Naturalist Mod Errors and Crashes
The fastest way to troubleshoot Naturalist is to avoid changing five things at once. Start with the highest-probability mismatches, make one change, and keep notes about what the game actually reports.

Check the loader name
Confirm that the Naturalist file and your launcher profile use the same loader family. Fabric, Forge and NeoForge builds are not interchangeable. If the error appears before the main menu, a loader mismatch is one of the first things to rule out.
Check the Minecraft version
A 1.20.1 package should not be assumed to work on 1.21.1. Even if the game launches, hidden incompatibilities can remain. Use the version stated by the exact release and keep other dependencies on the same target version.
Check the file type
A source-code ZIP downloaded from a repository branch is not a compiled mod JAR. If Naturalist does not appear in the mod list, verify that you installed a packaged release rather than source material.
Reduce the mod set
Move nonessential mods out of the profile, leaving the loader, Naturalist and required dependencies. If the issue disappears, restore other mods in small groups. This binary-search style process is much faster than guessing among dozens of files.
Read the useful part of the log
Record the first clear error, the “caused by” chain, missing dependency messages and named mod IDs. Also record Java version, loader version, Minecraft version and the Naturalist filename. Those details make community or developer support far more effective.