Add Claude Code support, credential routing polish, and CYA-WP-0006

Mirror sibling-repo Claude setup (CLAUDE.md + .claude/rules/*), align
AGENTS.md with fleet credential-routing template, and close housekeeping
gaps (WP-0002-T05 done, WP-0005 status note). Draft CYA-WP-0006 for
Profile 1 production hardening as the proposed next slice.
This commit is contained in:
2026-06-19 20:33:13 +02:00
parent ad11632bd4
commit f4e965cc04
14 changed files with 600 additions and 3 deletions

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.claude/rules/agents.md Normal file
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## Agent entry points
| Runtime | Canonical instructions |
| --- | --- |
| **Grok / Codex** (shell) | `AGENTS.md` at repo root |
| **Claude Code** | This file tree via `CLAUDE.md` |
`AGENTS.md` and `.claude/rules/` are kept in sync for repo-specific content.
Fleet-wide credential routing is mirrored in `credential-routing.md` and the
matching section of `AGENTS.md` — re-sync from `~/ops-warden/wiki/CredentialRouting.md`
when the catalog changes.
## Kaizen Agents
Specialized agent personas available on demand via the state-hub MCP.
**Discover:** `list_kaizen_agents()` — returns all agents with name, description, category
**Load:** `get_kaizen_agent("tdd-workflow")` — returns full instructions; read and follow them
Common agents:
| Agent | Category | When to use |
|-------|----------|-------------|
| `tdd-workflow` | testing | Step-by-step TDD8 workflow for any feature |
| `code-refactoring` | quality | Code quality analysis and safe refactoring |
| `test-maintenance` | testing | Diagnose and fix failing tests |
| `requirements-engineering` | process | Prevent interface/mock mismatches upfront |
| `keepaTodofile` | process | Maintain TODO.md during work |
| `project-management` | process | Track status, determine next steps |
| `datamodel-optimization` | quality | Optimize dataclasses and data structures |
All 17 agents: call `list_kaizen_agents()` for the full list.

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## Architecture
**Request pipeline** (`src/cya/orchestrator.py`):
1. Collect local context (`context/collector.py`)
2. Recall memory via phase-memory ports (`memory/__init__.py`)
3. Classify risk (`safety/risk.py`) — rule-based; memory signals add caution only
4. Call LLM via `LLMAdapter` Protocol (`llm/adapter.py`) — FakeLLMAdapter today
5. Render explainable response (Rich)
**Memory (Profile 0 + Profile 1 spike):**
- User-controlled local JSON behind explicit ports (`remember`, `recall`, `forget`, `export`)
- Kinds: `preference`, `retrospection`, `interaction_goal`, `reflection`
- Directory/project-bound activation via `activation_context`
- `cya retrospect` feeds higher-order memory; optional verbal lesson capture (Profile 1)
**Boundaries:** See `repo-boundary.md`. No production path bypasses the adapter or memory ports.
## Quick Reference
- Memory contract: `MemoryVision.md`
- Activation/retrospection concept: `docs/cya-memory-activation-and-retrospection-concept.md`
- phase-memory feedback: `docs/phase-memory-optimization-suggestions.md`
- `~/state-hub/mcp_server/TOOLS.md` — MCP tool reference

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# Credential and access routing
> Fleet template mirrored in `AGENTS.md` (Credential and access routing section).
> Re-sync both from `~/ops-warden/wiki/CredentialRouting.md` when the catalog changes.
**Audience:** Codex, Claude Code, Grok, and custodian agents that call **llm-connect**
for inference. Run this check **before** requesting secrets, API keys, SSH access,
login tokens, or database passwords — in any repo, not only `ops-warden`.
ops-warden **issues SSH certificates only** (`warden sign`, `cert_command`). Every
other credential need belongs to another subsystem. **Do not** message
`ops-warden` on State Hub expecting a secret value; the reply is a pointer, not a key.
### Lookup (do this first)
```bash
warden route find "<describe your need>" --json
warden route show <catalog-id> --json
```
Requires the `warden` CLI from `~/ops-warden` (`uv tool install .` or `uv run warden`).
| Agent runtime | How to orient |
| --- | --- |
| **Codex / Grok** (shell, HTTP State Hub) | `warden route` commands above; inbox `to_agent=can-you-assist` is for coordination, not secret vending |
| **Claude Code** (MCP when available) | `get_domain_summary("custodian")` for workstreams; **still** use `warden route` for credential ownership |
| **llm-connect** (inference service) | Never put secret retrieval in prompts; route custody to OpenBao/operator paths surfaced by `warden route` |
### Quick routing table
Prefer `warden route find` for repo-specific needs. Common routes:
| I need… | Owner | ops-warden executes? |
| --- | --- | --- |
| SSH cert (`adm`/`agt`/`atm`) | ops-warden | **Yes**`warden sign` |
| API key, DB password, provider token | OpenBao (`railiance-platform`) | No — route only |
| Login / OIDC / MFA | key-cape / Keycloak | No — route only |
| Authorization decision | flex-auth | No — route only |
| SSH tunnel | ops-bridge (+ `cert_command` from warden) | No — route only |
### Anti-patterns (do not do these)
- `POST /messages/` to `ops-warden` asking for `ISSUE_CORE_API_KEY`, `OPENROUTER_API_KEY`, etc.
- Inventing `warden secret`, `warden login`, `warden bao`, `warden tunnel` — they do not exist
- Pasting secrets into Git, State Hub, workplans, logs, or chat
### Other capabilities (reuse-surface)
Non-credential capabilities are usually discovered through **reuse-surface** federation
(`reuse-surface` registry / `capability.*` indexes). Credential routing is inlined in
every repo's agent instructions because it is high-frequency, high-risk, and easy to
get wrong.
**Canon:** `~/ops-warden/wiki/CredentialRouting.md` · catalog `~/ops-warden/registry/routing/catalog.yaml`

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## First Session Protocol
Triggered when `get_domain_summary("capabilities")` shows **no workstreams**.
The project is registered but work has not yet been structured.
**Step 1 — Read, don't write**
- `INTENT.md`, `README.md`, `SCOPE.md`, `AGENTS.md`, `MemoryVision.md`
- Scan repo root: `src/cya/`, `workplans/`, `tests/`
**Step 2 — Survey in-progress work**
Look for TODOs, open branches, half-finished files. Note done vs. started but incomplete.
**Step 3 — Propose workstreams to Bernd**
Propose 13 workstreams — each a coherent strand, weeks to months, anchored to
INTENT/SCOPE. **Wait for approval before creating.**
**Step 4 — Create workplan file first, then DB record (ADR-001)**
```
workplans/CYA-WP-NNNN-<slug>.md ← write this first
```
Then register in the hub:
```
create_workstream(topic_id="64418556-3206-457a-ba29-6884b5b12cf3", title="...", owner="...", description="...")
create_task(workstream_id="<id>", title="...", priority="high|medium|low")
```
**Step 5 — Record the setup**
```
add_progress_event(
summary="First session: structured capabilities/can-you-assist into N workstreams, M tasks",
event_type="milestone",
topic_id="64418556-3206-457a-ba29-6884b5b12cf3",
detail={"workstreams": [...], "tasks_created": M}
)
```
<!-- Past first session for this repo — retained for fleet consistency -->

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## Repo boundary
This repo owns **can-you-assist** (`cya`) only. It does not own:
- LLM provider access, API clients, or model hosting → `llm-connect`
- Durable memory storage, profile planners, graph/event stores, or lifecycle algorithms → `phase-memory`
- Global work tracking, decisions, or cross-repo coordination → State Hub / custodian
- Credential custody (API keys, DB passwords, OIDC) → OpenBao / key-cape / operator paths (route via `warden route`)
- SSH certificate issuance → `ops-warden` (`warden sign` only)
`cya` integrates via stable seams (`LLMAdapter` Protocol, memory ports). State Hub is non-runtime.

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**Purpose:** Console-native, backend-agnostic LLM assistant (`cya`) for practical local work from the shell, using user-controlled context, memory, and provider configuration.
**Domain:** capabilities
**Repo slug:** can-you-assist
**Topic ID:** 64418556-3206-457a-ba29-6884b5b12cf3
**Workplan prefix:** CYA-WP-
**Command name:** cya

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## Session Protocol
State Hub: http://127.0.0.1:8000 (remote tunnel: http://127.0.0.1:18000)
**Step 1 — Orient**
Read the offline-safe brief first — it works without a live hub connection:
```bash
cat .custodian-brief.md
```
Then call the MCP tool for richer cross-domain context when MCP tools are exposed:
```
get_domain_summary("capabilities")
```
If MCP tools are unavailable in the current agent session, use the REST API:
```bash
curl -s "http://127.0.0.1:8000/workstreams/?topic_id=64418556-3206-457a-ba29-6884b5b12cf3&status=active" \
| python3 -m json.tool
```
If the hub is offline: `cd ~/state-hub && make api`
**Step 2 — Check inbox**
With MCP tools:
```
get_messages(to_agent="can-you-assist", unread_only=True)
```
Mark read with `mark_message_read(message_id)`. Reply or act on coordination
requests before proceeding.
Without MCP tools:
```bash
curl -s "http://127.0.0.1:8000/messages/?to_agent=can-you-assist&unread_only=true" \
| python3 -m json.tool
curl -s -X PATCH "http://127.0.0.1:8000/messages/<id>/read" \
-H "Content-Type: application/json" -d '{}'
```
**Step 3 — Scan workplans**
```bash
ls workplans/
```
For each file with `status: ready`, `active`, or `blocked`, note pending
`todo`/`in_progress` tasks.
**Step 4 — Present brief**
1. **Active workstreams** for `capabilities` — title, task counts, blocking decisions
2. **Pending tasks** from `workplans/` + any `[repo:can-you-assist]` hub tasks
3. **Goal guidance** — if `goal_guidance` in summary:
- `needs_workplan`: surface as top action — *"Repo goal '{title}' has no workplan yet"*
- `alignment_warnings`: flag if active work is not aligned with current goal
4. **Suggested next action** — highest-priority open item
5. **SBOM status** — flag if `last_sbom_at` is unset for this repo
If no workstreams: follow First Session Protocol (`first-session.md`).
**During work:**
- Keep changes small and inspectable.
- Treat command execution safety as product behavior: explain destructive commands and require explicit confirmation before suggesting execution.
- Do not commit secrets, API keys, local transcripts, private notes, or hidden memory contents.
- Before requesting API keys, SSH access, login tokens, or database passwords, run `warden route find` / `warden route show` per `credential-routing.md`.
- `record_decision()` · `add_progress_event()` · `resolve_decision()`
> State Hub is a *read model*. Bootstrap tools (`create_workstream`, `create_task`)
> are First Session Protocol only. Work structure belongs in repo files (ADR-001).
**Session close:**
With MCP tools:
```
add_progress_event(summary="...", topic_id="64418556-3206-457a-ba29-6884b5b12cf3", workstream_id="<uuid>")
```
Without MCP tools:
```bash
curl -s -X POST http://127.0.0.1:8000/progress/ \
-H "Content-Type: application/json" \
-d '{"topic_id":"64418556-3206-457a-ba29-6884b5b12cf3","workstream_id":"<uuid>","event_type":"note","summary":"what changed","author":"codex"}'
```
If workplan files were modified, ensure the local copy is up to date first:
```bash
git -C <repo_path> pull --ff-only
cd ~/state-hub && make fix-consistency REPO=can-you-assist
```
For repos where implementation runs on a remote machine (e.g. CoulombCore),
use the combined target which pulls before fixing:
```bash
cd ~/state-hub && make fix-consistency-remote REPO=can-you-assist
```
**C-15** (DB task ahead of file) is normal in multi-machine workflows — writeback
will sync the file to match DB. **C-16** (repo behind remote) blocks all writes
until you pull — intentional to prevent clobbering remote progress.

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## Stack
- **Language:** Python 3.11+
- **CLI:** Typer + Rich
- **Config:** TOML
- **Packaging:** setuptools + setuptools_scm (`src/` layout)
- **Tests:** pytest
## Dev Commands
```bash
# Recommended: install latest development code
make dev-install
# Run tests
make test
# or: python3 -m pytest tests/ -q
# Build distribution packages
make dist
make release-prep
make check-dist
# Run the assistant
cya "your natural language request here"
cya --help
cya --explain-context "show me what context would be collected"
cya retrospect
# Version / inspection
make version
git status --short
rg --files
```
Current memory baseline: **Profile 0** (local JSON + activation + retrospection).
Profile 1 verbal reflections shipped as a minimal spike (CYA-WP-0005); production
hardening tracked in CYA-WP-0006.

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## Workplan Convention (ADR-001)
File location: `workplans/CYA-WP-NNNN-<slug>.md`
ID prefix: `CYA-WP-`
Work items originate as files in this repo **before** being registered in the hub.
Canonical workplan/workstream frontmatter statuses are:
`proposed`, `ready`, `active`, `blocked`, `backlog`, `finished`, `archived`.
Use `proposed` for a newly drafted plan, `ready` after review against current
repo state, and `finished` when implementation is complete. `stalled` and
`needs_review` are derived health labels, not stored statuses.
Closed workplans may be moved to `workplans/archived/` with a completion-date
prefix: `YYMMDD-CYA-WP-NNNN-<slug>.md`. The frontmatter id remains
unchanged; the prefix is only for quick visual reference.
Small opportunistic tasks discovered during another session use **Ad Hoc Tasks**:
`workplans/ADHOC-YYYY-MM-DD.md`, workstream slug `adhoc-YYYY-MM-DD`, and task ids
`ADHOC-YYYY-MM-DD-T01`, `T02`, etc. Use adhocs only for low-risk work completed
directly. Promote anything requiring analysis, design, approval, dependencies, or
multiple planned phases into a normal workplan.
Ecosystem todos from other agents arrive as `[repo:can-you-assist]` hub tasks —
visible at session start. Pick one up by creating the workplan file, then registering
the workstream.
<!-- Ralph Loop rules and HEUREKA sequence: ~/.claude/CLAUDE.md — do not duplicate here -->

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@@ -126,6 +126,8 @@ During work:
- Treat command execution safety as product behavior: explain destructive or
broad filesystem commands and require explicit confirmation before suggesting
execution.
- Before requesting API keys, SSH access, login tokens, or database passwords,
run `warden route find` / `warden route show` per **Credential and access routing**.
- Do not commit secrets, API keys, local transcripts, private notes, or hidden
memory contents.
- Preserve user-controlled memory as a design principle. Prefer explicit,
@@ -207,7 +209,68 @@ Current primary entry point: `cya` (after editable install).
Relevant workplans:
- `workplans/CYA-WP-0002-memory-integration-roadmap.md`
- `workplans/CYA-WP-0003-contextual-memory-activation-and-retrospection.md`
- `workplans/CYA-WP-0004-dev-install-and-release-packaging.md` (current)
- `workplans/CYA-WP-0004-dev-install-and-release-packaging.md`
- `workplans/CYA-WP-0005-agentic-memory-profiles-and-phase-memory-feedback.md`
- `workplans/CYA-WP-0006-profile-1-production-hardening.md` (proposed — next slice)
---
## Credential and access routing
> Fleet template mirrored in `.claude/rules/credential-routing.md` for Claude Code.
> Re-sync both from `~/ops-warden/wiki/CredentialRouting.md` when the catalog changes.
**Audience:** Codex, Claude Code, Grok, and custodian agents that call **llm-connect**
for inference. Run this check **before** requesting secrets, API keys, SSH access,
login tokens, or database passwords — in any repo, not only `ops-warden`.
ops-warden **issues SSH certificates only** (`warden sign`, `cert_command`). Every
other credential need belongs to another subsystem. **Do not** message
`ops-warden` on State Hub expecting a secret value; the reply is a pointer, not a key.
### Lookup (do this first)
```bash
warden route find "<describe your need>" --json
warden route show <catalog-id> --json
```
Requires the `warden` CLI from `~/ops-warden` (`uv tool install .` or `uv run warden`).
| Agent runtime | How to orient |
| --- | --- |
| **Codex / Grok** (shell, HTTP State Hub) | `warden route` commands above; inbox `to_agent=can-you-assist` is for coordination, not secret vending |
| **Claude Code** (MCP when available) | `get_domain_summary("custodian")` for workstreams; **still** use `warden route` for credential ownership |
| **llm-connect** (inference service) | Never put secret retrieval in prompts; route custody to OpenBao/operator paths surfaced by `warden route` |
### Quick routing table
Prefer `warden route find` for repo-specific needs. Common routes:
| I need… | Owner | ops-warden executes? |
| --- | --- | --- |
| SSH cert (`adm`/`agt`/`atm`) | ops-warden | **Yes**`warden sign` |
| API key, DB password, provider token | OpenBao (`railiance-platform`) | No — route only |
| Login / OIDC / MFA | key-cape / Keycloak | No — route only |
| Authorization decision | flex-auth | No — route only |
| SSH tunnel | ops-bridge (+ `cert_command` from warden) | No — route only |
### Anti-patterns (do not do these)
- `POST /messages/` to `ops-warden` asking for `ISSUE_CORE_API_KEY`, `OPENROUTER_API_KEY`, etc.
- Inventing `warden secret`, `warden login`, `warden bao`, `warden tunnel` — they do not exist
- Pasting secrets into Git, State Hub, workplans, logs, or chat
### Other capabilities (reuse-surface)
Non-credential capabilities are usually discovered through **reuse-surface** federation
(`reuse-surface` registry / `capability.*` indexes). Credential routing is inlined in
every repo's agent instructions because it is high-frequency, high-risk, and easy to
get wrong.
**Canon:** `~/ops-warden/wiki/CredentialRouting.md` · catalog `~/ops-warden/registry/routing/catalog.yaml`
---
## Workplan Convention

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CLAUDE.md Normal file
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# can-you-assist — Claude Code Instructions
@SCOPE.md
@.claude/rules/repo-identity.md
@.claude/rules/session-protocol.md
@.claude/rules/first-session.md
@.claude/rules/workplan-convention.md
@.claude/rules/stack-and-commands.md
@.claude/rules/architecture.md
@.claude/rules/repo-boundary.md
@.claude/rules/credential-routing.md
@.claude/rules/agents.md

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@@ -137,10 +137,11 @@ completed: "2026-05-26"
```task
id: CYA-WP-0002-T05
status: progress
status: done
priority: high
state_hub_task_id: "d30f159c-3459-4c7b-ba31-990a73deaffb"
started: "2026-05-26 final ralph push"
completed: "2026-05-28"
```
- Expand the test suite (building on T07) with memory-specific tests (in-memory fake phase-memory adapter, profile scenarios, error cases).

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@@ -254,7 +254,9 @@ When complete:
---
**Status note**: This workplan is created in `proposed` state. It captures a focused, high-leverage planning and feedback slice. Implementation of the profiles (beyond the baseline documentation and optional Profile 1 spike) should be activated only after review and operator go-ahead, following the ralph-workplan discipline used for 00010004.
**Status note**: Completed 2026-05-28. Profile 0 baseline, Profiles 13 definitions, phase-memory
feedback artifact, and minimal Profile 1 spike are delivered. Production hardening for Profile 1
is tracked in `workplans/CYA-WP-0006-profile-1-production-hardening.md`.
**References** (non-exhaustive):
- Research: `history/2026-05-28-CYA-Agentic-Memory-Research-Variations.md`

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---
id: CYA-WP-0006
type: workplan
title: "Profile 1 Production Hardening: Reflection UX, Compaction, and Surfacing"
domain: capabilities
repo: can-you-assist
status: proposed
owner: grok
topic_slug: foerster-capabilities
created: "2026-06-19"
updated: "2026-06-19"
---
# CYA-WP-0006: Profile 1 Production Hardening
## Goal
Move the **Profile 1** (Reflexion-style verbal reflections) spike from CYA-WP-0005-T05
from "minimal but working" to **production-quality** behavior that users can rely on daily:
- Clearer capture UX inside `cya retrospect`
- Lightweight reflection management (review, edit path, basic compaction)
- Stronger surfacing in normal responses and `--explain-context`
- Expanded tests and observability
Preserve all Profile 0 / safety invariants: user-controlled inspectable memory, full
provenance, memory signals add caution only (never downgrade risk or bypass confirmation).
## Background & References
- **Profile 1 spike (done):** `remember_reflection()`, `KIND_REFLECTION`, optional capture
step in `run_retrospection()`, preferential recall by kind, basic output surfacing.
- **Gap analysis:** `history/2026-05-28-CYA-Intent-Scope-Gap-Analysis-Post-0005.md`
recommends production-hardening Profile 1 as the highest-leverage next deepening step.
- **Profile definitions:** MemoryVision.md — Profile 1 section and Capability Matrix.
- **Safety contract:** `src/cya/safety/risk.py` + CYA-WP-0002-T04 invariants.
## Non-Goals (for this slice)
- Profile 2 (hierarchical synthesis) or Profile 3 (procedural evolution) implementation.
- Real `llm-connect` client wiring (separate future slice).
- Deep `phase-memory` graph/planner integration (feedback doc exists; wiring is later).
- Automatic background reflection generation without explicit user trigger.
- PyPI publishing or CI automation (registered debt from CYA-WP-0004).
## Task Breakdown
### T01 — Audit Profile 1 spike gaps vs MemoryVision acceptance
```task
id: CYA-WP-0006-T01
status: todo
priority: high
```
Document the delta between shipped spike behavior and MemoryVision Profile 1 acceptance
criteria: capture UX, activation surfacing, compaction, explainability, safety integration.
Produce a short checklist in the workplan or `docs/` that gates T02T05.
**Acceptance criteria:**
- Gap checklist exists with prioritized items mapped to tasks T02T05.
- No code changes required unless a blocking bug is found (file separately as ADHOC if so).
### T02 — Improve `cya retrospect` reflection capture UX
```task
id: CYA-WP-0006-T02
status: todo
priority: high
```
Enhance the optional verbal-lesson step in `run_retrospection()`:
- Guided prompts (what went well / what to remember / what to avoid)
- Preview before save; allow skip without storing empty records
- Store structured metadata (session date, scope) in provenance
**Acceptance criteria:**
- Users can capture 13 concise lessons with clear prompts and confirmation.
- Skipping leaves no orphan/empty reflection records.
- Existing retrospection kinds and goals flow unchanged.
### T03 — Reflection review and lightweight compaction
```task
id: CYA-WP-0006-T03
status: todo
priority: medium
```
Add user-visible reflection management without hiding state:
- `export_memory(..., kinds=["reflection"])` surfaced via CLI helper or documented path
- Simple compaction: detect near-duplicate reflections in the same scope (string similarity
or normalized key collision) and offer merge/replace in retrospect or a small subcommand
- All compaction is explicit — no silent deletion
**Acceptance criteria:**
- User can list/export reflections for a scope.
- Duplicate detection works on a small fixture set; merge/replace is opt-in.
- Compaction never bypasses safety or provenance requirements.
### T04 — Strengthen surfacing in responses and `--explain-context`
```task
id: CYA-WP-0006-T04
status: todo
priority: high
```
Improve how activated reflections appear in `handle_request()` and context explanation:
- Show count + truncated lesson text in `--explain-context` with provenance
- Normal responses include a concise "reflections influenced this" line when relevant
- Cap token/line budget to avoid wall-of-text
**Acceptance criteria:**
- Roundtrip test: stored reflection → recall → visible in explain output.
- Output remains readable for 0, 1, and 5+ reflections.
### T05 — Tests, observability, and safety regression coverage
```task
id: CYA-WP-0006-T05
status: todo
priority: high
```
Expand `tests/test_memory.py` and orchestrator tests for:
- New capture UX paths (prompt/skip/preview)
- Compaction opt-in behavior
- Surfacing in explain-context
- Safety invariant: reflections cannot downgrade destructive-command confirmation
Add basic observability in `export_memory` (reflection counts by scope).
**Acceptance criteria:**
- `make test` / `python3 -m pytest tests/ -q` passes cleanly.
- At least one test per new behavior path from T02T04.
### T06 — Documentation updates
```task
id: CYA-WP-0006-T06
status: todo
priority: medium
```
Update README.md (retrospect / Profile 1 section), MemoryVision.md status note, and
SCOPE.md if delivered scope changes materially.
**Acceptance criteria:**
- README documents the hardened Profile 1 flow with an example session.
- MemoryVision notes Profile 1 as "production" (not "spike") when T02T05 complete.
### T07 — Register, sync, and handoff
```task
id: CYA-WP-0006-T07
status: todo
priority: medium
```
Register workstream in State Hub via `make fix-consistency REPO=can-you-assist`,
log progress event, set workplan to `ready` after review or `active` when implementation
starts.
**Acceptance criteria:**
- `state_hub_workstream_id` and task ids written by fix-consistency.
- `.custodian-brief.md` regenerated with CYA-WP-0006 visible.
## Dependencies & Cross-Repo Coordination
- **phase-memory:** Optional future compaction planner hooks — not required for this slice.
See `docs/phase-memory-optimization-suggestions.md` for long-term asks.
- **llm-connect:** Not required (reflections are user-authored text in this slice).
## Debt & Future Work (Registered)
- Profile 2 synthesis spikes (user-triggered, dry-run first).
- Real `llm-connect` adapter implementation slice.
- CI gate for `make test` + `make check-dist` (from CYA-WP-0004 debt).
- Profile selection UX (`cya memory profile ...`).
## Success Criteria
When complete:
- Profile 1 is demonstrably production-usable: capture, review, activation, and surfacing
are polished and tested.
- Safety and explainability invariants from Profile 0 remain intact.
- Users reading README + MemoryVision understand Profile 1 as shipped capability, not a spike.
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**Status note:** Created `proposed` on 2026-06-19 after CYA-WP-0005 completion and gap
analysis recommendations. Activate to `ready` after operator review; move to `active` when
implementation begins (ralph-workplan or direct session).