Add competitor-aware originality checks, fix agent initialization, add release-readiness tests and docs

[AJaySi]

Motivation

• Replace a placeholder originality stub with a real competitor-aware verification to surface evidence-backed originality scores and warnings.
• Ensure intelligence services are initialized for agents that require TxtaiIntelligenceService and remove duplicated StrategyArchitectAgent initialization.
• Add automated checks and documentation to enforce SIF Today's Tasks workflow release gates.

Description

• Implemented verify_originality in ContentGuardianAgent (both sif_agents.py and specialized_agents.py) to query either a provided competitor index or the intelligence index, parse result metadata, and compute originality_score, confidence, warning, top_competitor_match, and related metadata.
• Updated agent_orchestrator.py to remove a duplicate StrategyArchitectAgent init and to initialize TxtaiIntelligenceService for TrendSurferAgent and ContentGuardianAgent where needed.
• Added backend/sif_release_readiness_checks.py which contains unit tests that validate single StrategyArchitectAgent initialization, semantic health aggregation contract, originality score computation paths for both guardian agents, and pillar coverage backfill behavior.
• Updated docs at docs/SIF/TODAYS_TASKS_WORKFLOW_IMPLEMENTATION_PLAN.md to include a "Production Release Gates (SIF Today Workflow)" checklist describing the required quality and observability gates.

Testing

• Added sif_release_readiness_checks.py unit tests: test_single_strategy_architect_init_block, test_semantic_health_returns_canonical_metric, test_verify_originality_uses_real_scores_sif_guardian, test_verify_originality_uses_real_scores_specialized_guardian, and test_pillar_coverage_guardrail_backfills_missing.
• Executed the new unittest suite and all tests succeeded.
• Logging and error handling paths were exercised in the new verify_originality implementation to ensure safe fallbacks on exceptions.

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Codex Task

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Project	Deployment	Actions	Updated (UTC)
alwrity	Error		Mar 2, 2026 3:33pm

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