generated from coulomb/repo-seed
896fde59f0b0bb2d0a64721d530a360564e4c372
Captures normalized error fingerprints into the durable digest and clusters recurring root-cause errors across sessions — closes the content-level 'why' gap called out in the friction assessment. 3 tasks; we implement this in helix_forge. (State Hub skill handed off to the state-hub worker as STATE-WP-0058.) Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Iterating towards optimal agentic performance.
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