feat: attention-optimized semantic protocol v2.7

Core changes:
- Add @defgroup/@ingroup to 1791 C2+ contracts (555 files) for HCA 128× pre-training DSA grouping
- Add §0.1 Pre-Training Frequency matrix to semantics-core
- Add §VIII Attention Architecture rules (ATTN_1-4) with MLA/CSA/HCA/DSA mechanics
- Add @defgroup/@ingroup to canonical syntax (§II) and all contract examples

Agent prompts (5 files):
- Add ZERO-STATE RATIONALE with MLA/CSA/HCA/DSA compression mechanics
- Add pre-training note: @RATIONALE/@REJECTED are in-context learned tags
- svelte-coder: add missing #region contract, fix Svelte rule violations
- python-coder/fullstack-coder: honor function contracts from speckit plan
- qa-tester: add attention compliance audit (P3 ATTN_1-4 checks)

Skills (6 files):
- Translate all axiom_config descriptions to English
- Fix doc_dirs to index .opencode/ and .specify/
- Deduplicate 5× complexity_rules → single global_tags catalog
- Reduce semantics-svelte 591→485 lines (remove duplicate code blocks)
- Fix semantics-testing: 'Short IDs' → 'Short hierarchical IDs'
- Fix all examples: flat IDs → hierarchical Domain.Name format
- Fix Svelte examples: replace raw Tailwind + <button> with semantic tokens + /ui

Speckit workflow (commands + templates):
- speckit.plan: add Function-Level Contracts for C3+ with @PRE/@POST/@TEST_EDGE
- speckit.plan: add Attention Compliance Gate (ATTN_1-4 before contract generation)
- speckit.tasks: add function contract inlining format (constraints in task description)
- speckit.specify: load semantics-core for spec density rules
- spec-template: add #region contract, @SEMANTICS grouping, hierarchical IDs
- ux-reference-template: add #region wrapper
- plan-template: add attention gate, @defgroup/@ingroup guidance
- tasks-template: add attention audit + rebuild + orphan check tasks
- constitution.md: translate to English, add Principle VIII (attention-optimized contracts)

Reference modules rewritten (hierarchical IDs + full contracts):
- Auth.Jwt: 6 child contracts with @RATIONALE/@REJECTED/@TEST_EDGE
- Api.Auth: 5 endpoints with @TEST_EDGE + molecular CoT markers
- Migration.Model: @defgroup Migration with 18 @ACTION + 6 @INVARIANT

Scripts:
- add_defgroup_ingroup.py: zero-risk additive @ingroup migration (1791 insertions)
- migrate_hierarchical.py: flat→hierarchical ID dry-run analysis (792 contracts)
- merge_prompts.py: merge all prompts/skills/commands into one review file

Config:
- axiom_config.yaml: 749→395 lines (-47%), English, doc_dirs include prompts
- Fix test_datasets.py import collision (rename → test_datasets_routes.py)
- Fix test_preview.py: SupersetClient→get_superset_client, AsyncMock, logger f-string

backend/src/services/reports/normalizer.py

@@ -1,4 +1,5 @@
 # #region normalizer [C:5] [TYPE Module] [SEMANTICS pydantic, report, task, normalize, status]
+# @defgroup Services Module group.
 # @BRIEF Convert task manager task objects into canonical unified TaskReport entities with deterministic fallback behavior.
 # @LAYER Domain
 # @RELATION DEPENDS_ON -> [EXT:frontend:TaskModel]
@@ -20,6 +21,7 @@ from .type_profiles import get_type_profile, resolve_task_type
 
 
 # #region status_to_report_status [TYPE Function]
+# @ingroup Services
 # @BRIEF Normalize internal task status to canonical report status.
 # @PRE  status may be known or unknown string/enum value.
 # @POST  Always returns one of canonical ReportStatus values.
@@ -37,6 +39,7 @@ def status_to_report_status(status: Any) -> ReportStatus:
 
 
 # #region build_summary [TYPE Function]
+# @ingroup Services
 # @BRIEF Build deterministic user-facing summary from task payload and status.
 # @PRE  report_status is canonical; plugin_id may be unknown.
 # @POST  Returns non-empty summary text.
@@ -59,6 +62,7 @@ def build_summary(task: Task, report_status: ReportStatus) -> str:
 
 
 # #region extract_error_context [TYPE Function]
+# @ingroup Services
 # @BRIEF Extract normalized error context and next actions for failed/partial reports.
 # @PRE  task is a valid Task object.
 # @POST  Returns ErrorContext for failed/partial when context exists; otherwise None.
@@ -100,6 +104,7 @@ def extract_error_context(task: Task, report_status: ReportStatus) -> ErrorConte
 
 
 # #region normalize_task_report [TYPE Function]
+# @ingroup Services
 # @BRIEF Convert one Task to canonical TaskReport envelope.
 # @PRE  task has valid id and plugin_id fields.
 # @POST  Returns TaskReport with required fields and deterministic fallback behavior.