Recompete Discovery

Recompete Discovery

Purpose

Generate recompete risk outputs for a selected company cohort using USASpending data, benchmark overlays, and Rule-of-Two evidence.

Use When

• User asks to refresh recompete data for DSC, AI vendors, or a custom company list.
• User asks for expiring contract opportunities in a specific date window.
• User asks to update the GitHub Pages recompete dashboard feed.

Primary Commands

source .venv/bin/activate
python scripts/build_recompete_risk.py \
  --cohort dsc \
  --fy-start 2026-10-01 \
  --fy-end 2027-09-30 \
  --max-pages-per-company 8 \
  --output-json data/today/recompetes.json \
  --output-docs-json docs/data/recompetes.json \
  --output-paracharts-spec docs/data/recompetes_paracharts_specs.json \
  --output-md data/today/summary.md

Common Variants

• Use a wider history window by changing --fy-start.
• Use --cohort ai for AI-focused vendors.
• Use --benchmark-mode fallback when external benchmark endpoints are unstable.

Outputs

• data/today/recompetes.json
• data/today/summary.md
• docs/data/recompetes.json
• docs/data/recompetes_paracharts_specs.json

Validation

python -m pytest tests/test_build_recompete_risk.py -q
jq 'length' docs/data/recompetes.json