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+# Architecture Checklist: AI Tool Layer
+
+**Created**: 2026-05-19
+**Feature**: 225-ai-tool-layer-architecture
+
+## System Architecture
+
+- [x] Does not break any existing core functionality.
+- [x] Fits within the described boundaries of ADR-023A and ADR-025.
+- [x] Maintains isolation: AI Tool Layer does not directly access database, uses Domain Services.
+- [x] Correctly implements Server-side intent routing.
+
+## Security (CASL & Audit)
+
+- [x] Every tool function enforces CASL rules using `CaslAbilityFactory`.
+- [x] Audit logs are written for every tool execution.
+- [x] ADR-019 check: No `id: number` exists in `ToolCallResult` data payloads.
+- [x] No side effects (writes) allowed unless explicitly modeled and protected (Read-only predominantly for V1).
+
+## Observability
+
+- [x] All tool layer failures log the exception details to the server logs.
+- [x] The `ToolCallResult` returns user-friendly messages for failures without leaking technical details.
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+# Specification Quality Checklist: AI Tool Layer Architecture
+
+**Purpose**: Validate specification completeness and quality before proceeding to planning
+**Created**: 2026-05-19
+**Feature**: spec.md
+
+## Content Quality
+
+- [x] No implementation details (languages, frameworks, APIs)
+- [x] Focused on user value and business needs
+- [x] Written for non-technical stakeholders
+- [x] All mandatory sections completed
+
+## Requirement Completeness
+
+- [x] No [NEEDS CLARIFICATION] markers remain
+- [x] Requirements are testable and unambiguous
+- [x] Success criteria are measurable
+- [x] Success criteria are technology-agnostic (no implementation details)
+- [x] All acceptance scenarios are defined
+- [x] Edge cases are identified
+- [x] Scope is clearly bounded
+- [x] Dependencies and assumptions identified
+
+## Feature Readiness
+
+- [x] All functional requirements have clear acceptance criteria
+- [x] User scenarios cover primary flows
+- [x] Feature meets measurable outcomes defined in Success Criteria
+- [x] No implementation details leak into specification
+
+## Notes
+
+- Checked against ADR-025 requirements. Everything is well-specified.
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+# Task Checklist: AI Tool Layer Architecture
+
+**Created**: 2026-05-19
+**Feature**: 225-ai-tool-layer-architecture
+
+## Task Completeness
+
+- [x] All requirements from `spec.md` are covered by at least one task.
+- [x] Tasks are broken down into logical phases.
+- [x] Each task has clear verification criteria.
+- [x] Tasks do not introduce changes that conflict with ADR-019 (no integer IDs).
+- [x] Tasks explicitly account for CASL authorization.
+
+## Execution Order
+
+- [x] Base types and Registry are created before Handlers (Phase 1).
+- [x] Handlers are created before Integration (Phase 2 -> Phase 3).
+- [x] End-to-end integration is the final step.