generated from coulomb/repo-seed
Re-ran ingest->detect with the quality filter + infra signals over real local sessions (72 captured -> 27 real). Purged the false-positive 'abandoned' catalog entry and re-curated; catalog now carries tool_thrash/schema_thrash/infra_overhead patterns. docs/ASSESSMENT-infra-friction.md ranks the friction: ~17.6% of real tool activity is hub/task/schema plumbing (State Hub 10.3%, one session 231 calls; ToolSearch in 81% of sessions). Validates the CLI/MCP-skill hypothesis as top-2; recommends a State Hub skill (front-load schemas + batched writes) + bulk hub ops. Workplan finished; suite 88/88. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>