verify

Manifest validation is automated by coordinating multiple verifiers in parallel to check all global invariants and acceptance criteria. This orchestration runs shell commands, code pattern checks, and external research in a single step, providing explicit success or failure signals.

Parallel verification checks across deliverables are executed by launching all global invariant and acceptance criteria tests in a single orchestration step. This approach groups failures by type, reporting location, expected versus actual results, and fix hints for immediate remediation.

Global invariant failures are handled as task-level errors during manifest checks. The verification process halts to surface actionable feedback, providing specific location details, expected versus actual values, and remediation hints to address the failed invariants.

Automated checks for shell commands and code patterns can be run in a single verification step. The orchestration coordinates these checks alongside external research and manual escalation, ensuring comprehensive validation of all manifest criteria.

Manifest verification orchestration is needed when a manifest contains global invariants and acceptance criteria across deliverables. It ensures deterministic, comprehensive validation by coordinating parallel checks, replacing manual review with automated shell commands and code pattern matching.

Manifest verification reports grouped failures by globals and deliverables to prioritize remediation. Global invariant failures are reported first as task-level errors, followed by deliverable-specific acceptance criteria failures, each with location, expected versus actual data, and fix hints.