Add sophia-core audit v3 (trajectory, ethics, causal memory) plus CLI/tools, schemas, and tests

[pdxvoiceteacher]

Motivation

• Provide a self-contained sophia-core package implementing advanced Sophia audit features (v2->v3) including trajectory-phase checks, ethical-symmetry scoring, and a causal-memory kernel with drift detection so audits can monitor longitudinal coherence and surface governance signals.
• Add optional tamper-evident anchoring of finalized audit artifacts via a lightweight append-only ledger utility and expose v3-aware controls from the CLI to enable operational runs and telemetry event emission.
• Make the overlay minimal and consumable by packaging the new module, updating schemas and tooling, and adding unit tests to ensure regression coverage for the new behaviors.

Description

• Add a new sophia-core Python package (src/sophia_core) with audit.py, causal_memory.py, ethics.py, trajectory_monitor.py, tel.py, version.py, and __init__.py implementing v2/v3 audit flows, kernel update/detect logic, ethics computation, trajectory phase evaluation, and TEL hooks.
• Add configuration and schema artifacts: sophia-core/config/audit_config.json, sophia-core/config/trajectories/psi_lambda_bounds.json, schema/sophia_audit_v2.schema.json, and schema/sophia_audit_v3.schema.json, and extend schema/telemetry/telemetry_run.schema.json and schema/submission.schema.json to support v3 fields and opt-in audit flags.
• Extend CLI tooling: update tools/telemetry/sophia_audit.py to detect and call sophia_core (v2/v3/basic) and add flags --calibrate-trajectories, --ethics-check, --memory-aware, --blockchain-commit, and --audit-sophia; add tools/telemetry/blockchain_anchor.py to anchor reports to a ledger; update tools/telemetry/ingest_submission.py to opt-in runs via submission config.
• Add package metadata sophia-core/pyproject.toml, package README.md, overlay README.md replacement, and new unit tests tests/sophia_core/test_audit_v2.py and tests/sophia_core/test_audit_v3.py that exercise history/trend detection, contradiction detection, trajectory/ethics checks, kernel update, and drift detection.

Testing

• Ran python -m pytest -q tests/sophia_core/test_audit_v3.py which completed with 2 passed indicating the v3 trajectory/ethics and memory-aware scenarios exercised in the tests succeeded.
• The v3 unit test run also exercised run_audit_v3 integration with the new causal_memory, trajectory_monitor, and ethics modules and succeeded.
• No full CI run was performed in this rollout beyond the targeted pytest invocation above.

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Codex Task