SpanForge / Python CLI / Build phase
sf-validate
Unified compliance gate for SPANFORGE RFC-0001 JSONL audit-log streams. Combines per-event JSON schema validation with HMAC chain verification in a single CI-native pass with exit codes, GitHub Actions annotations, SARIF, and JUnit XML output.
pip install sf-validateWhat you get
- Installable CLI workflow with guided docs for every command surface.
- Phase-aware positioning so the tool sits clearly inside the SpanForge system.
- Direct entry points into reference docs, operational usage, and adoption guidance.
Documentation
Everything needed to adopt sf-validate.
The structure mirrors the rest of the site: fast scan first, reference depth second, and clear next actions on every page.