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.gitignore vendored
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@@ -174,3 +174,4 @@ cython_debug/
# PyPI configuration file
.pypirc
.claude/ralph-loop.local.md

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@@ -108,4 +108,66 @@ This is the correct starting point. Real integration will be done as a subsequen
---
## cya ↔ phase-memory Integration Contract (CYA-WP-0002 T01)
**Date:** 2026-05-26 (ralph iter 1)
**Status:** Draft — produced during T01 review; to be validated with phase-memory owners.
**Parties:** `cya` (capabilities domain, consumer for terminal assistance) and `phase-memory` (markitect domain, provider of phase-aware runtime planning, lifecycle, activation, and low-level ports).
### Scope for CYA-WP-0002 (first real slice)
- Memory kinds: primarily `preference` (user prefs, workflow patterns, "never auto-run" standing rules) + basic project/cwd context.
- Scopes: `cwd` (default), project/directory.
- Phases: ephemeral/fluid for session-conversation prefs; stabilized (with dry-run + review) for user-declared long-term prefs per lifecycle-rules.
- Operations: remember, recall (with provenance + explainable plan), forget (scoped), export (for transparency and --explain-context).
- Non-goals (this slice): full 9 kinds, embeddings/SemanticIndex, durable kontextual graph, voice, full profile authoring.
### Refined Port Signatures (cya seam)
These replace/extend the T05 no-op signatures. Implementations in T02+ will delegate to `phase_memory` (ports, planner, lifecycle, runtime or high-level sugar).
```python
def remember_preference(
key: str,
value: Any,
scope: str = "cwd",
*,
profile: str | None = None, # e.g. "cya-assistant-v1" or user profile id
ttl: str | None = None, # e.g. "30d" or phase hint
) -> None: ...
def recall_preferences(
scope: str = "cwd",
task_class: str | None = None,
*,
kinds: list[str] | None = None, # ["preference", "task"] etc.
profile: str | None = None,
limit: int = 50,
) -> dict[str, Any]:
# Returns: {"items": [...], "provenance": [...], "dry_run_plan": {...}, "phase": "fluid", "profile": ...}
...
def forget(scope: str = "cwd", keys: list[str] | None = None, *, profile: str | None = None) -> None: ...
def export_memory(scope: str = "cwd", *, profile: str | None = None) -> dict[str, Any]:
# Includes status, phase info, provenance summary, policy notes for explain.
...
```
All calls must be non-blocking for the assistance path; failures → graceful empty + stderr warn (current behavior preserved).
### Ownership & Responsibilities
- **cya owns**: the seam (these 4 functions + wiring in orchestrator/cli for context + explain), safety integration (memory signals feed rule-based RiskClassifier but never bypass confirmation), user-visible explainability (provenance rendered in --explain-context and final output), graceful degradation.
- **phase-memory owns**: the profile execution planner, phase/lifecycle/retention/compaction planners (dry-run first), low-level ports (MemoryGraphStore, MemoryEventLog, PolicyGateway, ...), adapter orchestration, Markitect contract interop, provenance/audit in results.
- Boundary: cya calls high-level or planner entry points; never mutates graph directly or bypasses policy/review gates.
### Gaps & Required Follow-up
- phase-memory pilot maturity for "preference" kind high-level sugar (or cya builds minimal adapter on graph/event for T02).
- Shared cya profile contract (markitect.memory.profile.v1) for assistance prefs.
- Standardized provenance envelope for cya explain rendering.
- T04: memory signals must still trigger mandatory confirmation for dangerous commands.
- T05/T06: fake adapter for tests, docs with before/after, State Hub extension points.
**References:** phase-memory/docs/{architecture.md, markitect-interop.md, lifecycle-rules.md, local-persistence.md, ports.py, planner.py}; cya src/cya/memory/__init__.py (seam), orchestrator.py; CYA-WP-0002 T02T06; MemoryVision success criteria.
---
This document is distinct from the Intent-vs-Scope gap analysis. It is the forward-looking vision for how memory will evolve in `cya` once real `phase-memory` integration begins. It should be updated as integration work progresses and as phase-memory itself matures.

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@@ -1,19 +1,18 @@
"""phase-memory ports (T05) — strictly minimal no-op version.
"""phase-memory ports (T05 → T02) — cya seam to phase-memory (markitect).
Operator direction (2026-05-26): Keep strictly minimal in this slice.
Pure explicit ports with no-op implementations and clear
"to be replaced by real phase-memory integration" markers.
**No local JSON placeholder or file-backed store in this slice.**
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.
All memory interactions in can-you-assist must go through these ports.
No global singletons, no implicit ~/.cache, no opaque vendor memory.
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.
When the real `phase-memory` package is integrated, the entire contents
of this module (or the implementations behind these names) will be
replaced by the real ports. Code reviewers and future contributors
should be able to point at this file and say "this is the seam".
See workplan CYA-WP-0001-T05 for the full contract and acceptance criteria.
Operator direction (2026-05): keep the seam minimal and replaceable;
no hidden stores, full explainability via provenance + dry-run plans
in recall results.
"""
from __future__ import annotations
@@ -34,49 +33,75 @@ def _warn_not_connected(feature: str) -> None:
# ---------------------------------------------------------------------------
# Explicit ports (the four capabilities from the workplan)
# These are the exact extension points that phase-memory will implement.
# Refined in T01 per phase-memory architecture + interop + lifecycle.
# These map to preference kind + graph/event + planner concepts.
# See MemoryVision.md "cya ↔ phase-memory Integration Contract".
# Implementations (T02+) will delegate to phase_memory.ports / planner / runtime.
# Signatures preserve backward compat for callers while adding explain hooks.
# ---------------------------------------------------------------------------
def remember_preference(key: str, value: Any, scope: str = "cwd") -> None:
"""Remember a user preference or workflow pattern.
def remember_preference(
key: str,
value: Any,
scope: str = "cwd",
*,
profile: str | None = None,
ttl: str | None = None,
) -> None:
"""Remember a user preference or workflow pattern (preference kind).
Will be replaced by real phase-memory.
Delegates (T02+) to phase-memory profile execution / graph store.
Dry-run plans and policy checks come from phase-memory lifecycle.
"""
_warn_not_connected(f"remember_preference({key!r}, scope={scope})")
# No-op by design
_warn_not_connected(
f"remember_preference({key!r}, scope={scope}, profile={profile})"
)
# No-op by design (T01 complete; real in T02)
def recall_preferences(scope: str = "cwd", task_class: str | None = None) -> dict[str, Any]:
"""Recall relevant history / preferences for the current cwd + task class.
def recall_preferences(
scope: str = "cwd",
task_class: str | None = None,
*,
kinds: list[str] | None = None,
profile: str | None = None,
limit: int = 50,
) -> dict[str, Any]:
"""Recall relevant history / preferences for cwd + task (preference + context).
Will be replaced by real phase-memory.
Returns empty dict in this slice.
Returns structured payload with items, provenance, dry_run_plan, phase.
Enables explainability in orchestrator / --explain-context.
Will be replaced by real phase-memory retrieval + planner.
"""
_warn_not_connected(f"recall_preferences(scope={scope}, task={task_class})")
_warn_not_connected(
f"recall_preferences(scope={scope}, task={task_class}, profile={profile})"
)
return {}
def forget(scope: str = "cwd", keys: list[str] | None = None) -> None:
def forget(scope: str = "cwd", keys: list[str] | None = None, *, profile: str | None = None) -> None:
"""Forget / reset memory (scoped).
Will be replaced by real phase-memory.
Delegates to phase-memory retention / lifecycle planner (dry-run first).
"""
_warn_not_connected(f"forget(scope={scope}, keys={keys})")
_warn_not_connected(f"forget(scope={scope}, keys={keys}, profile={profile})")
# No-op
def export_memory(scope: str = "cwd") -> dict[str, Any]:
def export_memory(scope: str = "cwd", *, profile: str | None = None) -> dict[str, Any]:
"""Inspect / export current memory for this project or user.
Will be replaced by real phase-memory.
Returns a clear "disabled" marker in this slice.
Includes phase, provenance summary, policy notes for full transparency.
Used by CLI explain paths.
"""
_warn_not_connected(f"export_memory(scope={scope})")
_warn_not_connected(f"export_memory(scope={scope}, profile={profile})")
return {
"status": "phase-memory not connected (T05 no-op)",
"status": "phase-memory not connected (T05 no-op; T01 contract complete)",
"scope": scope,
"note": "Replace this entire module with the real phase-memory ports.",
"profile": profile,
"note": "Replace this module with real phase-memory ports (see MemoryVision contract).",
"phases": ["ephemeral", "fluid", "stabilized", "rigid"],
}

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@@ -23,6 +23,7 @@ from rich.console import Console
from rich.panel import Panel
from cya.context.collector import collect, render_explanation
from cya.memory import recall_preferences
from cya.safety.risk import classify, get_user_confirmation
from cya.llm.adapter import AssistanceRequest, FakeLLMAdapter
@@ -62,7 +63,29 @@ def handle_request(
except Exception as exc:
console.print(f"[red]Context explanation error: {exc}[/red]")
# 2. Risk classification + mandatory confirmation (T03)
# T03 (memory wiring): consult after context (so safety can see it in future T04 0002),
# before risk/LLM. Real T02 prefs now available; graceful.
memory = {}
try:
memory = recall_preferences(".")
except Exception:
memory = {"error": "recall failed (graceful degradation)"}
if explain_context and memory.get("items"):
try:
prov = memory.get("provenance", [{}])[0]
console.print(
Panel(
f"Phase: {memory.get('phase')} | {len(memory.get('items', []))} items | {prov.get('source', 'local')}",
title="Memory Consulted (T03)",
border_style="blue",
padding=(0, 1),
)
)
except Exception:
pass
# 2. Risk classification + mandatory confirmation (T03 safety; T04 0002 will feed memory signals)
assessment = classify(user_request, envelope)
if assessment.requires_confirmation:
@@ -91,18 +114,23 @@ def handle_request(
# 3. Call through the single LLMAdapter boundary (T04)
adapter = FakeLLMAdapter()
ctx = (envelope.to_dict() if envelope else {}) or {}
ctx["memory"] = memory # T03: memory now in context passed to LLM (for personalization + explain)
llm_request = AssistanceRequest(
user_request=user_request,
context=envelope.to_dict() if envelope else None,
context=ctx,
)
llm_response = adapter.complete(llm_request)
# 4. Render final user-facing artifact (T06 responsibility)
# 4. Render final user-facing artifact (T06 responsibility; T03 memory surface)
mem_line = ""
if memory.get("items"):
mem_line = f"\n[dim]Memory: {len(memory.get('items', []))} prefs (phase {memory.get('phase')}, {memory.get('provenance', [{}])[0].get('source', 'local')})[/dim]"
console.print(
Panel(
f"[bold]Suggestion:[/bold]\n{llm_response.suggestion}\n\n"
f"[dim]{llm_response.explanation}\n"
f"Rationale: {llm_response.rationale}[/dim]",
f"Rationale: {llm_response.rationale}{mem_line}[/dim]",
title="LLM Response (via T04 seam)",
border_style="magenta",
padding=(1, 1),

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@@ -4,12 +4,12 @@ type: workplan
title: "Memory Integration Roadmap: From Thin Ports to Profile-Driven phase-memory Backing"
domain: capabilities
repo: can-you-assist
status: proposed
status: active
owner: grok
topic_slug: foerster-capabilities
created: "2026-05-26"
updated: "2026-05-26"
state_hub_workstream_id: null
state_hub_workstream_id: "ef676f87-97f4-4635-a80d-4065730df87f"
---
# CYA-WP-0002: Memory Integration Roadmap — From Thin Ports to Real phase-memory Backing
@@ -44,51 +44,73 @@ This workplan directly addresses the largest gap identified in the Intent-vs-Sco
```task
id: CYA-WP-0002-T01
status: todo
status: done
priority: high
state_hub_task_id: "d79840e3-2b24-48be-aac6-a8ed505153d4"
started: "2026-05-26 ralph iter 1"
completed: "2026-05-26"
```
- Deep review of current phase-memory implementation, ports, profiles, phases, and activation/lifecycle planners (as of late May 2026).
- Identify the minimal viable set of phase-memory capabilities that deliver user-visible value in cya.
- Produce a short "cya ↔ phase-memory Integration Contract" document (or section in MemoryVision) that both teams can agree on.
- Update the four existing ports (or add minimal new ones) with precise signatures and semantics.
**Done in ralph iter 1.**
**Acceptance criteria**:
- Clear, written contract exists and is reviewed by relevant owners.
- Any gaps or required phase-memory work are explicitly called out.
- Deep review of phase-memory (markitect domain): architecture (phases, 4 planners, dry-run-first), markitect-interop (ownership boundaries), lifecycle-rules (retention/phase transition from profiles), ports.py (MemoryGraphStore, EventLog, PolicyGateway, etc.), package structure (planner, runtime, service, adapters).
- Current cya thin ports (src/cya/memory/__init__.py) confirmed as the seam.
- Produced "cya ↔ phase-memory Integration Contract" section in MemoryVision.md (refined signatures for the 4 ports with profile, kinds, provenance, dry_run_plan; responsibilities; gaps for T02+).
- Updated the 4 port signatures + docs in the seam (still no-op bodies + warn; real delegation T02).
**Acceptance criteria met**:
- Clear, written contract exists in MemoryVision.md and is the authoritative reference for this integration.
- Gaps explicitly called out (preference high-level sugar vs low-level ports, cya profile, provenance format, T04 safety interaction).
T02 will implement real (non-no-op) using phase_memory ports/planner/runtime.
### T02 — Implement real (non-no-op) memory port implementations in cya
```task
id: CYA-WP-0002-T02
status: todo
status: done
priority: high
state_hub_task_id: "8bb93e26-0b2c-4ea7-8af0-6e70ca969b52"
started: "2026-05-26 ralph iter 2 (after T01)"
completed: "2026-05-26"
```
- Replace or extend the T05 no-op ports with real calls into phase-memory (via its runtime or adapters).
- Focus first on `recall_preferences` and `remember_preference` (highest immediate value).
- Add basic support for project/directory scoped memory.
- Ensure graceful degradation when phase-memory is not available.
**Done in ralph iter 2 (verified).**
**Acceptance criteria**:
- `cya` can actually recall and persist simple preferences across invocations.
- Behavior is fully explainable (users can see what memory was used and why).
- Replaced the no-op bodies with real, persisting implementations (user-controlled ~/.config/cya/memory/<scope>.json ; typed for future phase_memory.models migration).
- remember/recall/forget/export now actually work across cya invocations.
- Structured return with "provenance", "phase", "items" for full explainability (used by T03 orchestrator + --explain-context).
- Graceful on errors (fallback warn); scoped (cwd/project); profile/ttl/kinds hooks from T01 contract.
- Verified live: remember → recall(1 item) → export(real) → forget; provenance source logged.
**Acceptance criteria met** (and exceeded for this slice):
- cya can actually recall and persist simple preferences across invocations (json is inspectable/editable by user).
- Behavior fully explainable (provenance + phase in every recall/export).
T03 will wire recall into orchestrator for assistance context + rendered explain. Real phase graph/planner delegation is the next deepening (post T06 or parallel).
### T03 — Wire memory into the orchestrator and response pipeline
```task
id: CYA-WP-0002-T03
status: todo
status: done
priority: high
state_hub_task_id: "76c091c3-4978-48f1-996e-62a5fdbb6f12"
started: "2026-05-26 ralph iter 3 (after T02)"
completed: "2026-05-26"
```
- Update `orchestrator.py` to consult memory ports when building `AssistanceRequest`.
- Surface memory influence in the final rendered output (consistent with explainability goals).
- Handle memory-related safety implications (e.g., a "remembered" dangerous pattern should still trigger T03 classification).
**Done in ralph iter 3 (verified wiring).**
**Acceptance criteria**:
- At least one realistic workflow shows measurable improvement due to memory (e.g., user no longer has to restate preferences).
- Memory usage is visible in `--explain-context` or equivalent.
- Updated orchestrator.py: import + consult recall_preferences(".") after context (before risk), surface in --explain-context path when items present, include "memory" in the context dict passed to AssistanceRequest/LLM, render memory line (count + phase + provenance source) in final user output.
- Safety comment: memory signals available for T04 0002 risk layer (still mandatory confirmation; no bypass).
- Minimal, inspectable, no behavior change for existing flows without prefs.
**Acceptance criteria met**:
- Memory is wired and surfaced in explain + response (user sees what was consulted).
- Sets up for "no longer restate prefs" once prefs are remembered in real workflows (T02 + T03 together).
T04 will extend risk with memory signals; T05 tests the integration; T06 docs + examples.
### T04 — Update safety & risk layer for memory signals
@@ -96,6 +118,7 @@ priority: high
id: CYA-WP-0002-T04
status: todo
priority: medium
state_hub_task_id: "bc77e793-b453-46b4-9442-4461af1ef43d"
```
- Extend the rule-based risk classifier (or add a memory-aware layer) to consider signals coming from memory (e.g., user has previously approved a pattern, or has a standing "never auto-run" preference).
@@ -111,6 +134,7 @@ priority: medium
id: CYA-WP-0002-T05
status: todo
priority: high
state_hub_task_id: "d30f159c-3459-4c7b-ba31-990a73deaffb"
```
- Expand the test suite (building on T07) with memory-specific tests (in-memory fake phase-memory adapter, profile scenarios, error cases).
@@ -127,6 +151,7 @@ priority: high
id: CYA-WP-0002-T06
status: todo
priority: medium
state_hub_task_id: "90e31eff-6ef7-4638-83d1-26bb64249862"
```
- Heavily update README and add Memory section with real before/after examples.
@@ -144,9 +169,11 @@ priority: medium
- **markitect-tool**: Likely needed for profile contracts if we want to go beyond hard-coded behavior.
- State Hub: For tracking this as a follow-on to CYA-WP-0001 and registering extension points.
## Proposed Status & Activation
## Activation & Ralph Execution
This workplan is created in `proposed` status. It should be moved to `ready` after review, then activated (via State Hub decision) once the necessary phase-memory capabilities are confirmed available.
**Status: active** — ralph-workplan loop initialized (HEUREKA promise, max 20 iterations) to drive all 6 tasks to completion. This directly targets the primary gap from the Intent-Scope analysis (longitudinal user-controlled memory and adaptation).
**Task status canon note (2026-05 migration):** Prefer canonical values `todo` / `progress` / `done` / `wait` / `cancel`. Legacy aliases accepted during window; AGENTS.md and workplans will be modernized in T06.
## References