Add audited external quant screening API - #10
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Public /screen_external_manifest endpoint that screens user-supplied AGGREGATE evidence (no model download, no raw prompts, unsigned + provisional) via the frozen RTSI screen. - external_screen.py: strict manifest validation (32KB cap; NaN/inf/SHA/range rejection), reuse compute_rtsi/classify_risk/RTSI_WEIGHTS/feature_deltas, append delta to frozen 45-row substrate, per-feature contributions sum to score, refusal-collapse -> HIGH/ROUTE, both-zero -> UNKNOWN/INSUFFICIENT_SIGNAL. - schemas/external_screen_v1.schema.json: frozen request contract (draft 2020-12). - app.py (+86/-0, additive only): collapsed "Test your own quant - API-ready" accordion in Score a config; .click api_name="screen_external_manifest" public; all reflected metadata HTML-escaped. - tests/test_external_screen.py (60) + tests/test_external_screen_ui.py (19). - README / SECURITY_AUDIT / SUBMISSION / AGENT_TRACE docs. Frozen substrate, score/cert semantics, providers, six tabs, and worker concurrency unchanged. 556 tests pass; ruff/bandit/pip-audit clean. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Summary
/screen_external_manifestendpoint and collapsed UI panelVerification
git diff --checkpassedgradio_clientvalid/rejected requests passed