CYA-WP-0005 T02 done (ralph iter 2): Formalize Profile 0 baseline everywhere

- MemoryVision.md: Large new 'Profile 0 Baseline (Post-0003 / Current Shipped)' section with exact ports, activation logic, retrospection, safety invariants, usage sites, and relationship to 1–3 (plus the prior research section from T01).
- src/cya/memory/__init__.py: Updated module docstring to declare Profile 0 reality + references to MemoryVision + CYA-WP-0005.
- src/cya/orchestrator.py: Updated docstring with Profile 0 memory wiring note.
- SCOPE.md: Named Profile 0 explicitly in delivered slices and core capabilities.
- tests/test_memory.py: Added two new explicit 'Profile 0' tests + comments asserting provenance markers, kinds, activation_context support (T02 acceptance).
- README.md + AGENTS.md: Added Profile 0 mentions + links to the workplan.

All T02 acceptance criteria met. Ralph loop active. Next: T03 (full Profiles 1–3 definitions + matrix).

src/cya/memory/__init__.py

@@ -1,18 +1,29 @@
-"""phase-memory ports (T05 → T02) — cya seam to phase-memory (markitect).
+"""phase-memory ports — cya seam to phase-memory (markitect).
 
-See CYA-WP-0002 T01 contract in MemoryVision.md for full details.
 This module is the explicit, inspectable boundary. All memory for
-assistance (preferences, project context, etc.) flows through here.
+assistance (preferences, project context, retrospection outcomes, etc.)
+flows through here.
 
-Current state (T01 complete): signatures refined per phase-memory
-architecture (phases: ephemeral/fluid/stabilized/rigid; kinds incl.
-preference; planners for lifecycle/activation; low-level ports:
-MemoryGraphStore, MemoryEventLog, PolicyGateway, etc.). Implementations
-remain no-op + loud warn until T02 wires real delegation.
+**Profile 0 (current shipped baseline, post CYA-WP-0003):**
+Real user-controlled local JSON backing (~/.config/cya/memory/<scope>.json)
+with full support for kinds (preference, retrospection, interaction_goal),
+activation_context (cwd + git root boosting), provenance in every return,
+remember_retrospection_outcome helper, by_kind export, and graceful
+degradation. This already delivers contextual activation and a continuous
+user-driven optimization loop via `cya retrospect`.
 
-Operator direction (2026-05): keep the seam minimal and replaceable;
-no hidden stores, full explainability via provenance + dry-run plans
-in recall results.
+See:
+- MemoryVision.md → "Profile 0 Baseline (Post-0003)" section for the
+  complete description of the current implementation and invariants.
+- CYA-WP-0005 (especially T02) for formalization of this as the stable
+  foundation for Profiles 1–3.
+- CYA-WP-0002 T01 contract (below in this file's history + MemoryVision)
+  for the original seam definition.
+
+The public API signatures are stable. Future phase-memory integration will
+replace the local JSON backing and add planners/synthesis/procedural support
+while preserving (or compatibly extending) this surface and all
+explainability/safety guarantees.
 """
 
 from __future__ import annotations

src/cya/orchestrator.py

@@ -1,20 +1,24 @@
-"""Assistance orchestrator (T06).
+"""Assistance orchestrator.
 
 The piece that turns raw user intent + collected context into a well-formed
-request for the LLM adapter (T04), then turns the adapter response into the
+request for the LLM adapter, then turns the adapter response into the
 final terminal output the user sees.
 
-Responsibilities in this slice:
-- Own the end-to-end happy path after Typer argument parsing.
-- Coordinate context collector (T02), risk classifier (T03), and LLMAdapter (T04).
-- Keep the CLI surface (main.py) thin — it should only do argument parsing,
-  help/version, and delegation to this orchestrator.
-- Be testable in isolation with the FakeLLMAdapter (critical for T07).
+Key responsibilities:
+- Coordinate context collector, memory (Profile 0 via recall with activation_context),
+  rule-based risk classifier, and LLMAdapter.
+- Wire memory influence into every assistance cycle and `--explain-context`.
+- Own the `cya retrospect` flow that feeds higher-order memory back into the system.
+- Keep the CLI surface thin.
 
-This module is the natural home for future prompt framing, context packing
-with token awareness, safety charter injection, and response post-processing.
+**Memory note (Profile 0):** This module is the primary consumer of the
+stable memory ports defined in src/cya/memory/__init__.py. All calls use
+activation_context derived from the current working directory + git root.
+See MemoryVision.md "Profile 0 Baseline" and CYA-WP-0005 for the evolution
+path to Profiles 1–3.
 
-See workplan CYA-WP-0001-T06.
+See workplan CYA-WP-0001 (core) + CYA-WP-0003 (memory wiring + retrospect)
++ CYA-WP-0005 (profile formalization).
 """
 
 from __future__ import annotations