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usaspending-enrichment

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Aktualisiert18. Mai 2026 um 00:52

Refresh USASpending enrichment artifacts (vendor landscape, trends, and contract officer intelligence). Use when user asks for market intelligence context or enrichment reruns.

Installation

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Quelle

mgifford

mgifford/sam_gov_md

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Verwandte BerufeSOC

Basierend auf der SOC-Berufsklassifikation

Marktforschungsanalysten und MarketingspezialistenWirtschafts- und Finanzberufe·SOC 13-1161

Einkaufsbeauftragte (außer Groß-, Einzelhandel und Agrarprodukte)SOC 13-1023

SKILL.md

readonly

name	usaspending-enrichment
description	Refresh USASpending enrichment artifacts (vendor landscape, trends, and contract officer intelligence). Use when user asks for market intelligence context or enrichment reruns.

USASpending Enrichment

Purpose

Enrich core opportunity signals with historical contract intelligence from USASpending and related analysis scripts.

Use When

User asks for vendor landscape context around alerts.
User asks for trends, officer extracts, or department-level forecasting updates.
User asks to rerun enrichment after ingestion.

Primary Commands

source .venv/bin/activate
python scripts/enrich_usaspending.py
python scripts/export_trends.py
python scripts/extract_contract_officers.py
python scripts/department_forecasting.py

Outputs

docs/data/department_trends.json
docs/data/contract_officers.json
docs/data/department_forecasting.json
Additional enrichment artifacts under data/today/

Validation

python -m pytest \
  tests/test_enrich_usaspending.py \
  tests/test_export_trends.py \
  tests/test_extract_contract_officers.py \
  tests/test_department_forecasting.py -q

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name	usaspending-enrichment
description	Refresh USASpending enrichment artifacts (vendor landscape, trends, and contract officer intelligence). Use when user asks for market intelligence context or enrichment reruns.

USASpending Enrichment

Purpose

Enrich core opportunity signals with historical contract intelligence from USASpending and related analysis scripts.

Use When

User asks for vendor landscape context around alerts.
User asks for trends, officer extracts, or department-level forecasting updates.
User asks to rerun enrichment after ingestion.

Primary Commands

source .venv/bin/activate
python scripts/enrich_usaspending.py
python scripts/export_trends.py
python scripts/extract_contract_officers.py
python scripts/department_forecasting.py

Outputs

docs/data/department_trends.json
docs/data/contract_officers.json
docs/data/department_forecasting.json
Additional enrichment artifacts under data/today/

Validation

python -m pytest \
  tests/test_enrich_usaspending.py \
  tests/test_export_trends.py \
  tests/test_extract_contract_officers.py \
  tests/test_department_forecasting.py -q