# Usaspending Enrichment

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

- Skill: `mgifford/usaspending-enrichment` (Agent Skill)
- Install (CLI): `npx skillmds@latest add mgifford/usaspending-enrichment`
- Raw SKILL.md: https://api.skillmd.com/api/skills/mgifford/usaspending-enrichment/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: mgifford (https://skillmd.com/u/mgifford)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/mgifford/usaspending-enrichment

---


# 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
```bash
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
```bash
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
```