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modified

implemented

Fix 8 compliance gaps: repeat-action dedup+cache, min-steps hard block, criminal history tool (12th action), efficiency removed from training formula, circular import cleaned, yaml formula synced

Fix 5 bugs: inference mode reset, step_counts in curriculum, adapter-only save (x3), DEMO001 false defence claim, episode_id in /reset

Fix ACTION_MAP gaps: add 4 new tools to REST + WebSocket handlers; remove StepResult import collision

Add 4 missing actions: read_submissions, assess_flight_risk, check_case_factors, apply_proportionality (fixes 4.3d/e/g/h/i)

Fix all audit gaps: custody neutral, parity-first bias, skip penalty 0.40, statutory process reward, /observation endpoint, reset() timeout, drift determinism

Fix 3 teammate-caught crashes: statutory/bias wrong arg types in trainer, env.state() in WebSocket

Fix 6 vulnerabilities: /state crash, reward clamp, condition reward, XML exploit, tool-skip bypass, timeout enforcement

Add seed param to /reset: demo pins to seed=0 per stage for consistent known episodes

Serve interactive demo UI at root route instead of raw JSON

Add root GET route with API overview for HF Spaces landing page

first commit