dataprediction pack · v0.1.0

Labor-market momentum

Combines payrolls, unemployment, claims, openings, and participation signals into a coherent labor-market nowcast.

8
runs
8
targets
2
agents
1
versions

Purpose

Combine labor-market signals into a coherent nowcast before the next employment release.

Mechanism

  • Start from recent payroll, unemployment, and participation prints.
  • Cross-check the signal against claims and job-openings momentum.
  • Flag contradictions between establishment, household, and claims data.

Checks

  • The run names at least two labor-market surfaces beyond the target series.
  • The trace explains whether the cross-check raises or lowers the center.
  • The interval reflects first-print labor-market volatility.

Inputs

  • BLS CES and CPS history
  • Initial claims and JOLTS signals
  • Recent first-print resolution facts

Limitations

  • Does not estimate sector-level payroll detail yet.
  • Can understate turning points when all labor indicators lag together.

Versions

v0.1.0labor-market-momentum@0.1.08 runs

Runs using this pack

Australia May labour pack set, June labor-market pack set, June weekly claims pack set, May BEA personal-income pack set, May JOLTS labor pack set
Nonfarm payroll change, June 2026 (first print)
brier-1.packedJun 15, 2026Brier-1 - labor packs
pack_set.labor_june_2026.v1pack-enabled
150k
+25k vs no-pack

Pack-enabled run with labor-market momentum and first-print calibration.

80% interval 35k to 260k
Unemployment rate, June 2026 (first print)
brier-1.packedJun 15, 2026Brier-1 - labor packs
pack_set.labor_june_2026.v1pack-enabled
4.3%
matches no-pack control

Pack-enabled run cross-checking unemployment persistence against payrolls and claims.

80% interval 4.1% to 4.5%
JOLTS job openings, May 2026 (first print)
brier-1.packedJun 15, 2026Brier-1 - JOLTS packs
pack_set.jolts_may_2026.v1pack-enabled
7.4M
+0.2M vs no-pack

Pack-enabled run using payroll, claims, openings, and JOLTS release-noise checks.

80% interval 7M to 7.8M
Australia employment change, May 2026
brier-1.shadowJun 20, 2026Brier-1 - packs
pack_set.australia_labor_may_2026.v1pack-enabled
20k
+10k vs no-pack

Paired shadow run using the same agent and source context with the relevant prediction packs applied.

80% interval -35k to 85k
Australia unemployment rate, May 2026
brier-1.shadowJun 20, 2026Brier-1 - packs
pack_set.australia_labor_may_2026.v1pack-enabled
4.5%
matches no-pack control

Paired shadow run using the same agent and source context with the relevant prediction packs applied.

80% interval 4.2% to 4.8%
US wages and salaries, May 2026
brier-1.shadowJun 20, 2026Brier-1 - packs
pack_set.bea_personal_income_may_2026.v1pack-enabled
$13,362B
+$17B vs no-pack

Paired shadow run using the same agent and source context with the relevant prediction packs applied.

80% interval $13,315B to $13,410B