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From nz-skills
Queries official NZ MSD benefit statistics (Jobseeker Support, Sole Parent Support, NZ Super, etc.) by quarter, gender, ethnicity, age group, and region from frozen 2014-2019 CSV releases.
npx claudepluginhub thecolab-ai/.skills --plugin nz-skillsHow this skill is triggered — by the user, by Claude, or both
Slash command
/nz-skills:msd-benefits-nzThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Query official Ministry of Social Development (MSD) quarterly benefit statistics through a small deterministic CLI with human-readable and JSON output, without browser automation, login, API keys, or local cache state.
Queries official NZ child poverty statistics from Stats NZ: nine CPRA measures, national rates (2007–2025), and breakdowns by region, ethnicity and disability.
Queries Korean official statistics (population, households, prices, employment) via KOSIS Open API. Searches tables, retrieves metadata, and fetches cell-level or bulk data.
Finds the authoritative official source for any statistical indicator, including where to get the latest figures and what to watch for.
Share bugs, ideas, or general feedback.
Query official Ministry of Social Development (MSD) quarterly benefit statistics through a small deterministic CLI with human-readable and JSON output, without browser automation, login, API keys, or local cache state.
This skill wires three public MSD CSV releases:
Each supports breakdowns by gender, ethnicity, age group, and (region CSV) MSD service region, plus a multi-quarter trend.
Important: these CSVs are the December 2019 "benefit fact sheets" release - a frozen historical series. The latest quarter present is Dec_19 (quarters run Dec_14 through Dec_19). Treat output as a stable historical reference set, not a live current-quarter feed. See references/api-notes.md.
Dec_19; point users to msd.govt.nz benefit fact sheets for newer data)Run with:
python3 skills/msd-benefits-nz/scripts/cli.py <command> [flags]
list-quarters [--csv national|nzs|region] [--json] - distinct Quarter values available in a CSVmain-benefits [--quarter Sep_19] [--group 'Jobseeker Support'] [--gender] [--ethnicity] [--age] [--json] - national main-benefit counts; default groups by benefit when no breakdown flag is givennz-super [--quarter Sep_19] [--group ...] [--age-group] [--ethnicity] [--json] - NZ Super / Veteran's Pension counts (age is Under 65 / 65 and over)region --region 'Auckland Metro' [--quarter Sep_19] [--group ...] [--gender] [--ethnicity] [--age] [--json] - Work and Income region breakdowntrend --group 'Sole Parent Support' [--gender F] [--json] - time series of recipient Count across all quartersQuarter format is Mon_YY, e.g. Mar_15, Dec_19. Default quarter is Dec_19 (the latest in the release).
Region values are MSD Work and Income service regions (e.g. Auckland Metro, Wellington, Canterbury), not regional councils.
python3 skills/msd-benefits-nz/scripts/cli.py list-quarters --csv national --json
python3 skills/msd-benefits-nz/scripts/cli.py main-benefits --quarter Sep_19 --json
python3 skills/msd-benefits-nz/scripts/cli.py main-benefits --quarter Sep_19 --group 'Jobseeker Support' --ethnicity --json
python3 skills/msd-benefits-nz/scripts/cli.py nz-super --quarter Sep_19 --age-group --json
python3 skills/msd-benefits-nz/scripts/cli.py region --region 'Auckland Metro' --quarter Sep_19 --group 'Sole Parent Support' --json
python3 skills/msd-benefits-nz/scripts/cli.py trend --group 'Sole Parent Support' --gender F --json
scripts/cli.pyreferences/api-notes.mdGender suppressed, Ethnicity suppressed, Age suppressed, and Unspecified categories where MSD applied confidentiality; these are summed into totals and shown as their own breakdown rows--json for chaining into other tools--group matching is case-insensitive and accepts unique substrings; an ambiguous or unknown value lists the valid groups