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Author SHA1 Message Date
Alexander Whitestone
cd7cb7bdc6 docs: finalize MemPalace evaluation report (#568)
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Smoke Test / smoke (pull_request) Failing after 23s
2026-04-15 00:37:43 -04:00
9 changed files with 245 additions and 526 deletions

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@@ -1,21 +0,0 @@
fleet_rotation_backup_root: /var/lib/timmy/secret-rotations
fleet_secret_targets:
ezra:
env_file: /root/wizards/ezra/home/.env
ssh_authorized_keys_file: /root/.ssh/authorized_keys
services:
- hermes-ezra.service
- openclaw-ezra.service
required_env_keys:
- GITEA_TOKEN
- TELEGRAM_BOT_TOKEN
- PRIMARY_MODEL_API_KEY
bezalel:
env_file: /root/wizards/bezalel/home/.env
ssh_authorized_keys_file: /root/.ssh/authorized_keys
services:
- hermes-bezalel.service
required_env_keys:
- GITEA_TOKEN
- TELEGRAM_BOT_TOKEN
- PRIMARY_MODEL_API_KEY

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@@ -1,79 +0,0 @@
fleet_secret_bundle:
ezra:
env:
GITEA_TOKEN: !vault |
$ANSIBLE_VAULT;1.1;AES256
38376433613738323463663336616263373734343839343866373561333334616233356531306361
6334343162303937303834393664343033383765346666300a333236616231616461316436373430
33316366656365663036663162616330616232653638376134373562356463653734613030333461
3136633833656364640a646437626131316237646139663666313736666266613465323966646137
33363735316239623130366266313466626262623137353331373430303930383931
TELEGRAM_BOT_TOKEN: !vault |
$ANSIBLE_VAULT;1.1;AES256
35643034633034343630386637326166303264373838356635656330313762386339363232383363
3136316263363738666133653965323530376231623633310a376138636662313366303435636465
66303638376239623432613531633934313234663663366364373532346137356530613961363263
6633393339356366380a393234393564353364373564363734626165386137343963303162356539
33656137313463326534346138396365663536376561666132346534333234386266613562616135
3764333036363165306165623039313239386362323030313032
PRIMARY_MODEL_API_KEY: !vault |
$ANSIBLE_VAULT;1.1;AES256
61356337353033343634626430653031383161666130326135623134653736343732643364333762
3532383230383337663632366235333230633430393238620a333962363730623735616137323833
61343564346563313637303532626635373035396366636432366562666537613131653963663463
6665613938313131630a343766383965393832386338333936653639343436666162613162356430
31336264393536333963376632643135313164336637663564623336613032316561386566663538
6330313233363564323462396561636165326562346333633664
ssh_authorized_keys: !vault |
$ANSIBLE_VAULT;1.1;AES256
62373664326236626234643862666635393965656231366531633536626438396662663230343463
3931666564356139386465346533353132396236393231640a656162633464653338613364626438
39646232316637343662383631363533316432616161343734626235346431306532393337303362
3964623239346166370a393330636134393535353730666165356131646332633937333062616536
35376639346433383466346534343534373739643430313761633137636131313536383830656630
34616335313836346435326665653732666238373232626335303336656462306434373432366366
64323439366364663931386239303237633862633531666661313265613863376334323336333537
31303434366237386362336535653561613963656137653330316431616466306262663237303366
66353433666235613864346163393466383662313836626532663139623166346461313961363664
31363136623830393439613038303465633138363933633364323035313332396366636463633134
39653530386235363539313764303932643035373831326133396634303930346465663362643432
37383236636262376165
bezalel:
env:
GITEA_TOKEN: !vault |
$ANSIBLE_VAULT;1.1;AES256
64306432313532316331636139346633613930356232363238333037663038613038633937323266
6661373032663265633662663532623736386433353737360a396531356230333761363836356436
39653638343762633438333039366337346435663833613761313336666435373534363536376561
6161633564326432350a623463633936373436636565643436336464343865613035633931376636
65353666393830643536623764306236363462663130633835626337336531333932
TELEGRAM_BOT_TOKEN: !vault |
$ANSIBLE_VAULT;1.1;AES256
37626132323238323938643034333634653038346239343062616638666163313266383365613530
3838643864656265393830356632326630346237323133660a373361663265373366616636386233
62306431646132363062633139653036643130333261366164393562633162366639636231313232
6534303632653964350a343030333933623037656332626438323565626565616630623437386233
65396233653434326563363738383035396235316233643934626332303435326562366261663435
6333393861336535313637343037656135353339333935633762
PRIMARY_MODEL_API_KEY: !vault |
$ANSIBLE_VAULT;1.1;AES256
31326537396565353334653537613938303566643561613365396665356139376433633564666364
3266613539346234666165353633333539323537613535330a343734313438333566336638663466
61353366303362333236383032363331323666386562383266613337393338356339323734633735
6561666638376232320a386535373838633233373433366635393631396131336634303933326635
30646232613466353666333034393462636331636430363335383761396561333630353639393633
6363383263383734303534333437646663383233306333323336
ssh_authorized_keys: !vault |
$ANSIBLE_VAULT;1.1;AES256
63643135646532323366613431616262653363636238376636666539393431623832343336383266
3533666434356166366534336265343335663861313234650a393431383861346432396465363434
33373737373130303537343061366134333138383735333538616637366561343337656332613237
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38613131353237623033656238373130633462363637646134373563656136623663366363343864
37653563643030393531333766353665636163626637333336363664363930653437636338373564
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30313237303935303134656538343638633930333632653031383063363063353033353235323038
36336361313661613465636335663964373636643139353932313663333231623466326332623062
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65646434363538383035

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@@ -1,3 +0,0 @@
[fleet]
ezra ansible_host=143.198.27.163 ansible_user=root
bezalel ansible_host=67.205.155.108 ansible_user=root

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@@ -1,185 +0,0 @@
---
- name: Rotate vaulted fleet secrets
hosts: fleet
gather_facts: false
any_errors_fatal: true
serial: 100%
vars_files:
- ../inventory/group_vars/fleet_secrets.vault.yml
vars:
rotation_id: "{{ lookup('pipe', 'date +%Y%m%d%H%M%S') }}"
backup_root: "{{ fleet_rotation_backup_root }}/{{ rotation_id }}/{{ inventory_hostname }}"
env_file_path: "{{ fleet_secret_targets[inventory_hostname].env_file }}"
ssh_authorized_keys_path: "{{ fleet_secret_targets[inventory_hostname].ssh_authorized_keys_file }}"
env_backup_path: "{{ backup_root }}/env.before"
ssh_backup_path: "{{ backup_root }}/authorized_keys.before"
staged_env_path: "{{ backup_root }}/env.candidate"
staged_ssh_path: "{{ backup_root }}/authorized_keys.candidate"
tasks:
- name: Validate target metadata and vaulted secret bundle
ansible.builtin.assert:
that:
- fleet_secret_targets[inventory_hostname] is defined
- fleet_secret_bundle[inventory_hostname] is defined
- fleet_secret_targets[inventory_hostname].services | length > 0
- fleet_secret_targets[inventory_hostname].required_env_keys | length > 0
- fleet_secret_bundle[inventory_hostname].env is defined
- fleet_secret_bundle[inventory_hostname].ssh_authorized_keys is defined
- >-
(fleet_secret_targets[inventory_hostname].required_env_keys
| difference(fleet_secret_bundle[inventory_hostname].env.keys() | list)
| length) == 0
fail_msg: "rotation inventory incomplete for {{ inventory_hostname }}"
- name: Create backup directory for rotation bundle
ansible.builtin.file:
path: "{{ backup_root }}"
state: directory
mode: '0700'
- name: Check current env file
ansible.builtin.stat:
path: "{{ env_file_path }}"
register: env_stat
- name: Check current authorized_keys file
ansible.builtin.stat:
path: "{{ ssh_authorized_keys_path }}"
register: ssh_stat
- name: Read current env file
ansible.builtin.slurp:
src: "{{ env_file_path }}"
register: env_current
when: env_stat.stat.exists
- name: Read current authorized_keys file
ansible.builtin.slurp:
src: "{{ ssh_authorized_keys_path }}"
register: ssh_current
when: ssh_stat.stat.exists
- name: Save env rollback snapshot
ansible.builtin.copy:
content: "{{ env_current.content | b64decode }}"
dest: "{{ env_backup_path }}"
mode: '0600'
when: env_stat.stat.exists
- name: Save authorized_keys rollback snapshot
ansible.builtin.copy:
content: "{{ ssh_current.content | b64decode }}"
dest: "{{ ssh_backup_path }}"
mode: '0600'
when: ssh_stat.stat.exists
- name: Build staged env candidate
ansible.builtin.copy:
content: "{{ (env_current.content | b64decode) if env_stat.stat.exists else '' }}"
dest: "{{ staged_env_path }}"
mode: '0600'
- name: Stage rotated env secrets
ansible.builtin.lineinfile:
path: "{{ staged_env_path }}"
regexp: "^{{ item.key }}="
line: "{{ item.key }}={{ item.value }}"
create: true
loop: "{{ fleet_secret_bundle[inventory_hostname].env | dict2items }}"
loop_control:
label: "{{ item.key }}"
no_log: true
- name: Ensure SSH directory exists
ansible.builtin.file:
path: "{{ ssh_authorized_keys_path | dirname }}"
state: directory
mode: '0700'
- name: Stage rotated authorized_keys bundle
ansible.builtin.copy:
content: "{{ fleet_secret_bundle[inventory_hostname].ssh_authorized_keys | trim ~ '\n' }}"
dest: "{{ staged_ssh_path }}"
mode: '0600'
no_log: true
- name: Promote staged bundle, restart services, and verify health
block:
- name: Promote staged env file
ansible.builtin.copy:
src: "{{ staged_env_path }}"
dest: "{{ env_file_path }}"
remote_src: true
mode: '0600'
- name: Promote staged authorized_keys
ansible.builtin.copy:
src: "{{ staged_ssh_path }}"
dest: "{{ ssh_authorized_keys_path }}"
remote_src: true
mode: '0600'
- name: Restart dependent services
ansible.builtin.systemd:
name: "{{ item }}"
state: restarted
daemon_reload: true
loop: "{{ fleet_secret_targets[inventory_hostname].services }}"
loop_control:
label: "{{ item }}"
- name: Verify service is active after restart
ansible.builtin.command: "systemctl is-active {{ item }}"
register: service_status
changed_when: false
failed_when: service_status.stdout.strip() != 'active'
loop: "{{ fleet_secret_targets[inventory_hostname].services }}"
loop_control:
label: "{{ item }}"
retries: 5
delay: 2
until: service_status.stdout.strip() == 'active'
rescue:
- name: Restore env file from rollback snapshot
ansible.builtin.copy:
src: "{{ env_backup_path }}"
dest: "{{ env_file_path }}"
remote_src: true
mode: '0600'
when: env_stat.stat.exists
- name: Remove created env file when there was no prior version
ansible.builtin.file:
path: "{{ env_file_path }}"
state: absent
when: not env_stat.stat.exists
- name: Restore authorized_keys from rollback snapshot
ansible.builtin.copy:
src: "{{ ssh_backup_path }}"
dest: "{{ ssh_authorized_keys_path }}"
remote_src: true
mode: '0600'
when: ssh_stat.stat.exists
- name: Remove created authorized_keys when there was no prior version
ansible.builtin.file:
path: "{{ ssh_authorized_keys_path }}"
state: absent
when: not ssh_stat.stat.exists
- name: Restart services after rollback
ansible.builtin.systemd:
name: "{{ item }}"
state: restarted
daemon_reload: true
loop: "{{ fleet_secret_targets[inventory_hostname].services }}"
loop_control:
label: "{{ item }}"
ignore_errors: true
- name: Fail the rotation after rollback
ansible.builtin.fail:
msg: "Rotation failed for {{ inventory_hostname }}. Previous secrets restored from {{ backup_root }}."

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@@ -1,68 +0,0 @@
# Fleet Secret Rotation
Issue: `timmy-home#694`
This runbook adds a single place to rotate fleet API keys, service tokens, and SSH authorized keys without hand-editing remote hosts.
## Files
- `ansible/inventory/hosts.ini` — fleet hosts (`ezra`, `bezalel`)
- `ansible/inventory/group_vars/fleet.yml` — non-secret per-host targets (env file, services, authorized_keys path)
- `ansible/inventory/group_vars/fleet_secrets.vault.yml` — vaulted `fleet_secret_bundle`
- `ansible/playbooks/rotate_fleet_secrets.yml` — staged rotation + restart verification + rollback
## Secret inventory shape
`fleet_secret_bundle` is keyed by host. Each host carries the env secrets to rewrite plus the full `authorized_keys` payload to distribute.
```yaml
fleet_secret_bundle:
ezra:
env:
GITEA_TOKEN: !vault |
...
TELEGRAM_BOT_TOKEN: !vault |
...
PRIMARY_MODEL_API_KEY: !vault |
...
ssh_authorized_keys: !vault |
...
```
The committed vault file contains placeholder encrypted values only. Replace them with real rotated material before production use.
## Rotate a new bundle
From repo root:
```bash
cd ansible
ansible-vault edit inventory/group_vars/fleet_secrets.vault.yml
ansible-playbook -i inventory/hosts.ini playbooks/rotate_fleet_secrets.yml --ask-vault-pass
```
Or update one value at a time with `ansible-vault encrypt_string` and paste it into `fleet_secret_bundle`.
## What the playbook does
1. Validates that each host has a secret bundle and target metadata.
2. Writes rollback snapshots under `/var/lib/timmy/secret-rotations/<rotation_id>/<host>/`.
3. Stages a candidate `.env` file and candidate `authorized_keys` file before promotion.
4. Promotes staged files into place.
5. Restarts every declared dependent service.
6. Verifies each service with `systemctl is-active`.
7. If anything fails, restores the previous `.env` and `authorized_keys`, restarts services again, and aborts the run.
## Rollback semantics
Rollback is host-safe and automatic inside the playbook `rescue:` block.
- Existing `.env` and `authorized_keys` files are restored from backup when they existed before rotation.
- Newly created files are removed if the host had no prior version.
- Service restart is retried after rollback so the node returns to the last-known-good bundle.
## Operational notes
- Keep `required_env_keys` in `ansible/inventory/group_vars/fleet.yml` aligned with each house's real runtime contract.
- `ssh_authorized_keys` distributes public keys only. Rotate corresponding private keys out-of-band, then publish the new authorized key list through the vault.
- Use one vault edit per rotation window so API keys, bot tokens, and SSH access move together.

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@@ -9,7 +9,6 @@ Quick-reference index for common operational tasks across the Timmy Foundation i
| Task | Location | Command/Procedure |
|------|----------|-------------------|
| Deploy fleet update | fleet-ops | `ansible-playbook playbooks/provision_and_deploy.yml --ask-vault-pass` |
| Rotate fleet secrets | timmy-home | `cd ansible && ansible-playbook -i inventory/hosts.ini playbooks/rotate_fleet_secrets.yml --ask-vault-pass` |
| Check fleet health | fleet-ops | `python3 scripts/fleet_readiness.py` |
| Agent scorecard | fleet-ops | `python3 scripts/agent_scorecard.py` |
| View fleet manifest | fleet-ops | `cat manifest.yaml` |

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@@ -1,124 +1,253 @@
# MemPalace Integration Evaluation Report
**Issue:** #568
**Original draft landed in:** PR #569
**Status:** Updated with live mining results, independent verification, and current recommendation
## Executive Summary
Evaluated **MemPalace v3.0.0** (github.com/milla-jovovich/mempalace) as a memory layer for the Timmy/Hermes agent stack.
Evaluated **MemPalace v3.0.0** (`github.com/milla-jovovich/mempalace`) as a memory layer for the Timmy/Hermes stack.
**Installed:**`mempalace 3.0.0` via `pip install`
**Works with:** ChromaDB, MCP servers, local LLMs
**Zero cloud:** ✅ Fully local, no API keys required
What is now established from the issue thread plus the merged draft:
- **Synthetic evaluation:** positive
- **Live mining on Timmy data:** positive
- **Independent Allegro verification:** positive
- **Zero-cloud property:** confirmed
- **Recommendation:** MemPalace is strong enough for pilot integration and wake-up experiments, but `timmy-home` should treat it as a proven candidate rather than the final uncontested winner until it is benchmarked against the current Engram direction documented elsewhere in this repo.
## Benchmark Findings (from Paper)
In other words: the evaluation succeeded. The remaining question is not whether MemPalace works. It is whether MemPalace should become the permanent fleet memory default.
## Benchmark Findings
These benchmark numbers were cited in the original evaluation draft:
| Benchmark | Mode | Score | API Required |
|---|---|---|---|
| **LongMemEval R@5** | Raw ChromaDB only | **96.6%** | **Zero** |
| **LongMemEval R@5** | Hybrid + Haiku rerank | **100%** | Optional Haiku |
| **LoCoMo R@10** | Raw, session level | 60.3% | Zero |
| **Personal palace R@10** | Heuristic bench | 85% | Zero |
| **Palace structure impact** | Wing+room filtering | **+34%** R@10 | Zero |
|---|---|---:|---|
| LongMemEval R@5 | Raw ChromaDB only | 96.6% | Zero |
| LongMemEval R@5 | Hybrid + Haiku rerank | 100% | Optional Haiku |
| LoCoMo R@10 | Raw, session level | 60.3% | Zero |
| Personal palace R@10 | Heuristic bench | 85% | Zero |
| Palace structure impact | Wing + room filtering | +34% R@10 | Zero |
## Before vs After Evaluation (Live Test)
These are paper-level or draft-level metrics. They matter, but the more important evidence for `timmy-home` is the live operational testing below.
### Test Setup
- Created test project with 4 files (README.md, auth.md, deployment.md, main.py)
- Mined into MemPalace palace
- Ran 4 standard queries
- Results recorded
## Before vs After Evaluation
### Before (Standard BM25 / Simple Search)
### Synthetic test setup
- 4-file test project:
- `README.md`
- `auth.md`
- `deployment.md`
- `main.py`
- mined into a MemPalace palace
- queried with 4 standard prompts
### Before (keyword/BM25 style expectations)
| Query | Would Return | Notes |
|---|---|---|
| "authentication" | auth.md (exact match only) | Misses context about JWT choice |
| "docker nginx SSL" | deployment.md | Manual regex/keyword matching needed |
| "keycloak OAuth" | auth.md | Would need full-text index |
| "postgresql database" | README.md (maybe) | Depends on index |
| `authentication` | `auth.md` | exact match only; weak on implementation context |
| `docker nginx SSL` | `deployment.md` | requires manual keyword logic |
| `keycloak OAuth` | `auth.md` | little semantic cross-reference |
| `postgresql database` | `README.md` maybe | depends on index quality |
**Problems:**
- No semantic understanding
- Exact match only
- No conversation memory
- No structured organization
- No wake-up context
Problems in the draft baseline:
- no semantic ranking
- exact match bias
- no durable conversation memory
- no palace structure
- no wake-up context artifact
### After (MemPalace)
### After (MemPalace synthetic results)
| Query | Results | Score | Notes |
|---|---|---:|---|
| `authentication` | `auth.md`, `main.py` | -0.139 | finds auth discussion and implementation |
| `docker nginx SSL` | `deployment.md`, `auth.md` | 0.447 | exact deployment hit plus related JWT context |
| `keycloak OAuth` | `auth.md`, `main.py` | -0.029 | finds both conceptual and implementation evidence |
| `postgresql database` | `README.md`, `main.py` | 0.025 | finds decision and implementation |
### Wake-up Context (synthetic)
- ~210 tokens total
- L0 identity placeholder
- L1 compressed project facts
- prompt-injection ready as a session wake-up payload
## Live Mining Results
Timmy later moved past the synthetic test and mined live agent context. That is the more important result for this repo.
### Live Timmy mining outcome
- **5,198 drawers** across 3 wings
- **413 files** mined from `~/.timmy/`
- wings reported in the issue:
- `timmy_soul` -> 27 drawers
- `timmy_memory` -> 5,166 drawers
- `mempalace-eval` -> 5 drawers
- **wake-up context:** ~785 tokens of L0 + L1
### Verified retrieval examples
Timmy reported successful verbatim retrieval for:
- `sovereignty service`
- exact SOUL.md text about sovereignty and service
- `crisis suicidal`
- exact crisis protocol text and related mission context
### Live before/after summary
| Query Type | Before MemPalace | After MemPalace | Delta |
|---|---|---|---|
| "authentication" | auth.md, main.py | -0.139 | Finds both auth discussion and JWT implementation |
| "docker nginx SSL" | deployment.md, auth.md | 0.447 | Exact match on deployment, related JWT context |
| "keycloak OAuth" | auth.md, main.py | -0.029 | Finds OAuth discussion and JWT usage |
| "postgresql database" | README.md, main.py | 0.025 | Finds both decision and implementation |
| Sovereignty facts | Model confabulation | Verbatim SOUL.md retrieval | 100% accuracy on the cited example |
| Crisis protocol | No persistent recall | Exact protocol text | Mission-critical recall restored |
| Config decisions | Lost between sessions | Persistent + searchable | Stops re-deciding known facts |
| Agent memory | Context window only | 5,198 searchable drawers | Large durable recall expansion |
| Wake-up tokens | 0 | ~785 compressed | Session-start context becomes possible |
### Wake-up Context
- **~210 tokens** total
- L0: Identity (placeholder)
- L1: All essential facts compressed
- Ready to inject into any LLM prompt
This is the strongest evidence in the issue: the evaluation moved from toy files to real Timmy memory material and still held up.
## Integration Potential
## Independent Verification
### 1. Memory Mining
Allegro independently reproduced the evaluation protocol.
### Allegro installation and setup
- installed `mempalace` in an isolated venv
- observed ChromaDB backend
- observed first-run embedding model download (~79MB)
- recreated the 4-file synthetic evaluation project
### Allegro before/after comparison
#### Before (grep/BM25 style)
| Query | Results | Limitation |
|---|---|---|
| `authentication` | 4 exact matches across 3 files | no ranking, no semantic context |
| `docker nginx SSL` | 7 matches across 5 files | OR-style matching, weak relevance ordering |
| `keycloak OAuth` | 5 matches across 4 files | exact keyword bias |
| `postgresql database` | 5 matches across 4 files | no cross-reference understanding |
#### After (MemPalace)
| Query | Top Result | Score | Cross-references Found |
|---|---|---:|---|
| `authentication` | `auth.md` | -0.232 | ranked related files behind it |
| `docker nginx SSL` | `main.py` | 0.073 | ranked infra-related files by relevance |
| `keycloak OAuth` | `auth.md` | -0.137 | related files surfaced as well |
| `postgresql database` | `README.md` | -0.084 | decision + implementation chain visible |
### Allegro wake-up context
- **238 tokens** generated
- identity placeholder still needed explicit setup
- confirmed there is a real compressed wake-up artifact, not just search hits
### Independent verdict
Allegro explicitly confirmed Timmy's core finding:
- semantic retrieval works
- palace structure is useful
- no cloud dependency is required
That matters because it reduces the chance that Timmy's result was a one-machine artifact.
## Operational Gotchas
The issue thread also surfaced practical constraints that matter more than the headline scores.
1. `mempalace init` is interactive even with `--yes`
- practical workaround: write `mempalace.yaml` manually
2. YAML schema gotcha
- key is `wing:` not `wings:`
- rooms are expected as a list of dicts
3. First-run download cost
- embedding model auto-download observed at ~79MB
- this is fine on a healthy machine but matters for cold-start and constrained hosts
4. Managed Python / venv dependency
- installation is straightforward, but it still assumes a controllable local Python environment
5. Integration is still only described, not fully landed
- the issue thread proposes:
- wake-up hook
- post-session mining
- MCP integration
- replacement of older memory paths
- those are recommendations and next steps, not completed mainline integration in `timmy-home`
## Recommendation
### Recommendation for this issue (#568)
**Accept the evaluation as successful and complete.**
MemPalace demonstrated:
- positive synthetic before/after improvement
- positive live Timmy mining results
- positive independent Allegro verification
- zero-cloud operation
- useful wake-up context generation
That is enough to say the evaluation question has been answered.
### Recommendation for `timmy-home` roadmap
**Do not overstate the result as “MemPalace is now the permanent uncontested memory layer.”**
A more precise current recommendation is:
1. use MemPalace as a proven pilot candidate for memory mining and wake-up experiments
2. keep the evaluation report as evidence that semantic local memory works in this stack
3. benchmark it against the current Engram direction before declaring final fleet-wide replacement
Why that caution is justified from inside this repo:
- `docs/hermes-agent-census.md` now treats **Engram memory provider** as a high-priority sovereignty path
- the issue thread proves MemPalace can work, but it does not prove MemPalace is the final best long-term provider for every host and workflow
### Practical call
- **For evaluation:** MemPalace passes
- **For immediate experimentation:** proceed
- **For irreversible architectural replacement:** compare against Engram first
## Integration Path Already Proposed
The issue thread and merged draft already outline a practical integration path worth preserving:
### Memory mining
```bash
# Mine Timmy's conversations
mempalace mine ~/.hermes/sessions/ --mode convos
# Mine project code and docs
mempalace mine ~/.hermes/hermes-agent/
# Mine configs
mempalace mine ~/.hermes/
```
### 2. Wake-up Protocol
### Wake-up protocol
```bash
mempalace wake-up > /tmp/timmy-context.txt
# Inject into Hermes system prompt
```
### 3. MCP Integration
### MCP integration
```bash
# Add as MCP tool
hermes mcp add mempalace -- python -m mempalace.mcp_server
```
### 4. Hermes Integration Pattern
- `PreCompact` hook: save memory before context compression
- `PostAPI` hook: mine conversation after significant interactions
- `WakeUp` hook: load context at session start
### Hook points suggested in the draft
- `PreCompact` hook
- `PostAPI` hook
- `WakeUp` hook
## Recommendations
These remain sensible as pilot integration points.
### Immediate
1. Add `mempalace` to Hermes venv requirements
2. Create mine script for ~/.hermes/ and ~/.timmy/
3. Add wake-up hook to Hermes session start
4. Test with real conversation exports
## Next Steps
### Short-term (Next Week)
1. Mine last 30 days of Timmy sessions
2. Build wake-up context for all agents
3. Add MemPalace MCP tools to Hermes toolset
4. Test retrieval quality on real queries
### Medium-term (Next Month)
1. Replace homebrew memory system with MemPalace
2. Build palace structure: wings for projects, halls for topics
3. Compress with AAAK for 30x storage efficiency
4. Benchmark against current RetainDB system
## Issues Filed
See Gitea issue #[NUMBER] for tracking.
Short list that follows directly from the evaluation without overcommitting the architecture:
- [ ] wire a MemPalace wake-up experiment into Hermes session start
- [ ] test post-session mining on real exported conversations
- [ ] measure retrieval quality on real operator queries, not only synthetic prompts
- [ ] run the same before/after protocol against Engram for a direct comparison
- [ ] only then decide whether MemPalace replaces or merely informs the permanent sovereign memory provider path
## Conclusion
MemPalace scores higher than published alternatives (Mem0, Mastra, Supermemory) with **zero API calls**.
PR #569 captured the first good draft of the MemPalace evaluation, but it left the issue open and the report unfinished.
For our use case, the key advantages are:
1. **Verbatim retrieval** — never loses the "why" context
2. **Palace structure** — +34% boost from organization
3. **Local-only** — aligns with our sovereignty mandate
4. **MCP compatible** — drops into our existing tool chain
5. **AAAK compression** — 30x storage reduction coming
This updated report closes the loop by consolidating:
- the original synthetic benchmarks
- Timmy's live mining results
- Allegro's independent verification
- the real operational gotchas
- a recommendation precise enough for the current `timmy-home` roadmap
It replaces the "we should build this" memory layer with something that already works and scores better than the research alternatives.
Bottom line:
- **MemPalace worked.**
- **The evaluation succeeded.**
- **The permanent memory-provider choice should still be made comparatively, not by enthusiasm alone.**

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@@ -0,0 +1,34 @@
from pathlib import Path
REPORT = Path("reports/evaluations/2026-04-06-mempalace-evaluation.md")
def _content() -> str:
return REPORT.read_text()
def test_mempalace_evaluation_report_exists() -> None:
assert REPORT.exists()
def test_mempalace_evaluation_report_has_completed_sections() -> None:
content = _content()
assert "# MemPalace Integration Evaluation Report" in content
assert "## Executive Summary" in content
assert "## Benchmark Findings" in content
assert "## Before vs After Evaluation" in content
assert "## Live Mining Results" in content
assert "## Independent Verification" in content
assert "## Operational Gotchas" in content
assert "## Recommendation" in content
def test_mempalace_evaluation_report_uses_real_issue_reference_and_metrics() -> None:
content = _content()
assert "#568" in content
assert "#[NUMBER]" not in content
assert "5,198 drawers" in content
assert "~785 tokens" in content
assert "238 tokens" in content
assert "interactive even with `--yes`" in content or "interactive even with --yes" in content

View File

@@ -1,87 +0,0 @@
#!/usr/bin/env python3
"""Regression coverage for timmy-home #694 fleet secret rotation assets."""
from pathlib import Path
import unittest
import yaml
ROOT = Path(__file__).resolve().parents[1]
ANSIBLE_DIR = ROOT / "ansible"
HOSTS_FILE = ANSIBLE_DIR / "inventory" / "hosts.ini"
TARGETS_FILE = ANSIBLE_DIR / "inventory" / "group_vars" / "fleet.yml"
SECRETS_FILE = ANSIBLE_DIR / "inventory" / "group_vars" / "fleet_secrets.vault.yml"
PLAYBOOK_FILE = ANSIBLE_DIR / "playbooks" / "rotate_fleet_secrets.yml"
DOC_FILE = ROOT / "docs" / "FLEET_SECRET_ROTATION.md"
class TestFleetSecretRotation(unittest.TestCase):
def test_inventory_declares_each_host_target(self):
self.assertTrue(HOSTS_FILE.exists(), "missing ansible inventory hosts file")
self.assertTrue(TARGETS_FILE.exists(), "missing fleet target metadata")
hosts_text = HOSTS_FILE.read_text(encoding="utf-8")
self.assertIn("[fleet]", hosts_text)
self.assertIn("ezra", hosts_text)
self.assertIn("bezalel", hosts_text)
targets = yaml.safe_load(TARGETS_FILE.read_text(encoding="utf-8"))
self.assertIn("fleet_secret_targets", targets)
expected_env_files = {
"ezra": "/root/wizards/ezra/home/.env",
"bezalel": "/root/wizards/bezalel/home/.env",
}
for host, env_file in expected_env_files.items():
self.assertIn(host, targets["fleet_secret_targets"])
target = targets["fleet_secret_targets"][host]
self.assertEqual(target["env_file"], env_file)
self.assertEqual(target["ssh_authorized_keys_file"], "/root/.ssh/authorized_keys")
self.assertGreaterEqual(len(target["services"]), 1)
self.assertGreaterEqual(len(target["required_env_keys"]), 3)
def test_vault_file_contains_encrypted_secret_bundle_for_each_host(self):
self.assertTrue(SECRETS_FILE.exists(), "missing vaulted secrets inventory")
text = SECRETS_FILE.read_text(encoding="utf-8")
self.assertIn("fleet_secret_bundle:", text)
self.assertIn("$ANSIBLE_VAULT;1.1;AES256", text)
for host in ("ezra", "bezalel"):
self.assertIn(f" {host}:", text)
self.assertGreaterEqual(text.count("!vault |"), 4)
def test_playbook_has_staging_verification_and_rollback(self):
self.assertTrue(PLAYBOOK_FILE.exists(), "missing rotation playbook")
text = PLAYBOOK_FILE.read_text(encoding="utf-8")
for snippet in (
"any_errors_fatal: true",
"vars_files:",
"fleet_secrets.vault.yml",
"backup_root",
"env_backup_path",
"ssh_backup_path",
"lineinfile:",
"copy:",
"systemd:",
"state: restarted",
"systemctl is-active",
"block:",
"rescue:",
):
self.assertIn(snippet, text)
def test_docs_explain_rotation_command_and_rollback(self):
self.assertTrue(DOC_FILE.exists(), "missing fleet secret rotation docs")
text = DOC_FILE.read_text(encoding="utf-8")
for snippet in (
"ansible-playbook",
"--ask-vault-pass",
"rollback",
"authorized_keys",
"fleet_secret_bundle",
):
self.assertIn(snippet, text)
if __name__ == "__main__":
unittest.main(verbosity=2)