feat: close autonomous operations for blocked products
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# AI Project State
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## Autonomous operations closure V1 (2026-09-22)
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`AUTONOMOUS_OPERATIONS_CLOSURE_VALIDATED` — the Agent now models per-product
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operational states, keeps safe blocked products in a deduplicated Hub registry,
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retries only when input evidence/context changes, and auto-resolves blockers
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after a later successful evaluation. Partial processing keeps heartbeat and new
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jobs healthy. `AUTONOMOUSLY_PROCESSABLE_PRODUCTS=35066` despite
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`SAFE_BLOCKED_PRODUCTS=194`; no AI or Firebird write is required for operation.
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## Autonomous fiscal completion V1 (2026-09-22)
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`AUTONOMOUS_FISCAL_COMPLETION_V1_MEASURED` — requiredness matrix and pure
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