nora causal

nora causal get billing

nora causal get billing --json | jq '{live: .live_nodes | length, staged: .staged_nodes | length}'

nora causal settings show billing

nora causal settings set billing \
  --connection documents_folder:billing \
  --retrieval-preset high-precision \
  --dedup-policy merge \
  --auto-restage true

nora causal bootstrap billing --model gpt-4o

nora causal refresh billing

# 모든 STAGED 로우 승인
nora causal approve billing

# 특정 로우만 승인
nora causal approve billing --ids node_1,edge_a,node_5

# 나머지 거부
nora causal reject billing

folder="billing"

# 1. 설정
nora causal settings set $folder \
  --connection documents_folder:$folder \
  --retrieval-preset high-precision \
  --auto-restage true

# 2. STAGED 로 추출
nora causal bootstrap $folder

# 3. 리뷰 (보통 앱에서), 그 다음 스테이지된 모든 것 벌크 승인
nora causal approve $folder

# 4. 쿼리가 그래프 사용하는지 검증
nora retrieval search "some question" --filters '{"tag":"'$folder'"}' --include-subgraph

threshold=200
staged=$(nora causal get billing --json | jq '.staged_nodes | length')
if [ "$staged" -gt "$threshold" ]; then
  echo "STAGED 백로그 너무 큼 ($staged > $threshold). 리뷰 필요."
  exit 1
fi

ids=$(cat approved-ids.txt | tr '\n' ',' | sed 's/,$//')
nora causal approve billing --ids "$ids"

nora causal get billing --json | jq '{live_nodes, live_edges}' > audit/billing-graph-$(date +%Y%m%d).json