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thalamus-measure

The eval loop's reports and the pulse dashboard for thalamus. Core lands every memory-tool call as a priced Trace node (thalamus eval sync); this plugin reads them back.

Installing it adds:

  • thalamus eval report: per-scope retrieval utility, what was used and what was ignored;
  • thalamus eval uses: attribution subgraphs, who cited what and whether it compounds;
  • thalamus eval pins: per-expert utility when pinned against when consulted;
  • thalamus eval withholding: whether nodes the randomized-withholding policy held back come back;
  • thalamus eval gremlin, eval recipes and eval profile: guard rescue rate, the recipe store's smoke run, and what each traversal shape costs;
  • thalamus pulse: the live dashboard over all of the above.

It depends on thalamus-memory and nothing else from thalamus, and registers through the thalamus entry-point group.

pip install thalamus-measure installs it with the core it needs, or uv tool install thalamus-memory --with thalamus-measure. In a checkout of the repository, uv sync installs it into the development environment.

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