[NOTICKET] anomaly: name the anomalous rows + a flag-rate quality verdict (D-3)

[NOTICKET] docs: PR-0/PR-1 spec for Sofhia, and the feedback-edge before/after

[NOTICKET] chore: untrack a render byproduct, and note what 7ffe004a swept in

[NOTICKET] slow path: don't re-trim a payload the tool already bounded (A30 follow-up)

[NOTICKET] docs: diagram of the agentic path, drawn from the code

[NOTICKET] docs: fill bug 14's commit hash

[NOTICKET] planner: surface numeric min/max, so thresholds aren't chosen blind

[NOTICKET] docs: real commit hashes in the dry-run log

[NOTICKET] assembler: never state the finding a failed step was meant to produce

[NOTICKET] eval(chat_sim): --turns, so verifying a late fix doesn't cost a whole suite

[NOTICKET] planner: exhaustion refuses instead of crashing, + the dry-run findings log

[NOTICKET] planner: group-first tool selection (A17)

[NOTICKET] tools: quality blocks for forecast + ab_test, forecast backtest, CK7 fix

[NOTICKET] feat(tools): analyze_importance + analyze_cluster (unregistered) + CK7

[NOTICKET] docs(knowledge): bring the persistence contract current so it can be sent

[NOTICKET] feat(report): embed analyze_* auto-charts, share one chart extractor (A21)

[NOTICKET] feat(slow-path): per-step SSE progress, bilingual (A22)

[NOTICKET] docs: analytical-tools foundation — conventions, DEV_PLAN 0.9, status sync

/fix parsing and term extract (#21)

/feat knowledge management (#20)