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Author SHA1 Message Date
Alexander Whitestone
f3cef2e4dc feat: deploy Nexus to proper URL with nginx
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## Summary
Implements proper HTTP deployment for the Nexus to fix module import issues
when accessing via file:// or raw Forge URLs.

## Changes
1. **Nginx Configuration** (`nginx.conf`)
   - Serves static files with gzip compression
   - Proper CORS headers for development
   - WebSocket proxy to Python server
   - Security headers
   - SPA routing support

2. **Docker Setup** (`Dockerfile.nginx`, `docker-compose.nginx.yml`)
   - Multi-stage build: nginx + Python
   - Health check endpoint
   - Production and staging environments
   - Proper logging volumes

3. **Deployment Scripts**
   - `deploy.sh` — Updated to support nginx deployment
   - `docker-entrypoint.sh` — Starts both nginx and Python server
   - `setup-vps.sh` — VPS initial setup script

4. **CI/CD** (`.gitea/workflows/deploy-nginx.yml`)
   - Automated deployment on push to main
   - VPS deployment via SSH
   - Health check verification

5. **Documentation** (`DEPLOYMENT.md`)
   - Quick start guide
   - DNS configuration
   - Troubleshooting
   - Architecture overview

## URLs
- **Local:** http://localhost (main), http://localhost:8080 (staging)
- **Production:** http://nexus.alexanderwhitestone.com (after DNS setup)
- **Direct IP:** http://143.198.27.163

## Testing
- Module imports work over HTTP (no more file:// errors)
- WebSocket connection to Python server
- Health check endpoint responds
- Both nginx and Python server start correctly

## Acceptance Criteria
 Deployed to proper URL for preview
 Module imports work correctly
 WebSocket server functional
 CI/CD workflow configured
 Documentation provided

Issue: #1339
2026-04-13 18:50:24 -04:00
13 changed files with 543 additions and 1244 deletions

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name: Deploy Nexus (Nginx)
on:
push:
branches:
- main
paths:
- 'index.html'
- 'app.js'
- 'style.css'
- 'nginx.conf'
- 'Dockerfile.nginx'
- 'docker-compose.nginx.yml'
- 'server.py'
- 'requirements.txt'
jobs:
deploy:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Preflight secrets check
env:
H: ${{ secrets.DEPLOY_HOST }}
U: ${{ secrets.DEPLOY_USER }}
K: ${{ secrets.DEPLOY_SSH_KEY }}
run: |
if [ -z "$H" ] || [ -z "$U" ] || [ -z "$K" ]; then
echo "ERROR: Missing deploy secret. Configure DEPLOY_HOST/DEPLOY_USER/DEPLOY_SSH_KEY in Settings → Actions → Secrets"
exit 1
fi
- name: Deploy to VPS via SSH
uses: appleboy/ssh-action@v1.0.3
with:
host: ${{ secrets.DEPLOY_HOST }}
username: ${{ secrets.DEPLOY_USER }}
key: ${{ secrets.DEPLOY_SSH_KEY }}
script: |
echo "Deploying Nexus with nginx..."
# Clone or update repo
if [ ! -d ~/the-nexus ]; then
git clone http://143.198.27.163:3000/Timmy_Foundation/the-nexus.git ~/the-nexus
fi
cd ~/the-nexus
git fetch origin main
git reset --hard origin/main
# Stop existing containers
docker compose -f docker-compose.nginx.yml down 2>/dev/null || true
# Build and start with nginx
docker compose -f docker-compose.nginx.yml build
docker compose -f docker-compose.nginx.yml up -d
# Verify deployment
sleep 5
if curl -s http://localhost/health | grep -q "OK"; then
echo "✅ Nexus deployed successfully with nginx"
echo "🌐 Access at: http://$(hostname -I | awk '{print $1}')"
else
echo "❌ Deployment failed - health check failed"
exit 1
fi
notify:
needs: deploy
runs-on: ubuntu-latest
steps:
- name: Notify on success
if: success()
run: |
echo "Nexus deployed successfully with nginx!"
echo "URL: http://nexus.alexanderwhitestone.com (if DNS configured)"

108
DEPLOYMENT.md Normal file
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# Nexus Deployment Guide
## Quick Start
### Option 1: Deploy with Nginx (Recommended)
```bash
# Deploy main (port 80)
./deploy.sh
# Deploy staging (port 8080)
./deploy.sh staging
```
### Option 2: Legacy Python Deployment
```bash
# Deploy with Python only (port 8765)
./deploy.sh legacy
```
## URL Configuration
### Local Development
- **Nginx Main:** http://localhost
- **Nginx Staging:** http://localhost:8080
- **Legacy Python:** ws://localhost:8765
### Production (Ezra VPS)
- **Main Site:** http://nexus.alexanderwhitestone.com (after DNS setup)
- **Direct IP:** http://143.198.27.163
## DNS Setup
To point a domain to the Nexus:
1. Create an A record:
```
nexus.alexanderwhitestone.com → 143.198.27.163
```
2. (Optional) Set up SSL with Let's Encrypt:
```bash
sudo certbot --nginx -d nexus.alexanderwhitestone.com
```
## Manual VPS Deployment
1. SSH into Ezra VPS:
```bash
ssh root@143.198.27.163
```
2. Clone and deploy:
```bash
cd ~
git clone http://143.198.27.163:3000/Timmy_Foundation/the-nexus.git
cd the-nexus
./deploy.sh
```
## Troubleshooting
### Module Import Errors
If you see "Failed to resolve module specifier" errors:
- Ensure you're accessing via HTTP (not file://)
- Check that nginx is serving from the correct root
- Verify CORS headers are present
### WebSocket Connection Failed
If WebSocket connection fails:
- Check that port 8765 is open
- Verify server.py is running
- Check firewall rules
### Container Won't Start
```bash
# Check logs
docker compose -f docker-compose.nginx.yml logs
# Rebuild
docker compose -f docker-compose.nginx.yml build --no-cache
```
## Architecture
```
┌─────────────────────────────────────┐
│ Nginx (port 80) │
│ ┌─────────────────────────────┐ │
│ │ Static Files (HTML/JS/CSS) │ │
│ └─────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌─────────────────────────────┐ │
│ │ Python WebSocket Server │ │
│ │ (port 8765) │ │
│ └─────────────────────────────┘ │
└─────────────────────────────────────┘
```
## Files
- `nginx.conf` — Nginx configuration
- `Dockerfile.nginx` — Multi-stage build (nginx + Python)
- `docker-compose.nginx.yml` — Docker Compose for nginx deployment
- `docker-entrypoint.sh` — Starts both nginx and Python server
- `.gitea/workflows/deploy-nginx.yml` — CI/CD workflow

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Dockerfile.nginx Normal file
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# Multi-stage build: Python backend + Nginx frontend
FROM python:3.11-slim AS backend
WORKDIR /app
# Install Python deps
COPY requirements.txt ./
RUN pip install --no-cache-dir -r requirements.txt
# Backend
COPY nexus/ nexus/
COPY server.py ./
# Frontend stage
FROM nginx:alpine AS frontend
# Remove default nginx config
RUN rm /etc/nginx/conf.d/default.conf
# Copy our nginx config
COPY nginx.conf /etc/nginx/conf.d/nexus.conf
# Copy frontend assets
COPY index.html help.html style.css app.js service-worker.js manifest.json /usr/share/nginx/html/
COPY portals.json vision.json robots.txt /usr/share/nginx/html/
# Create a simple health check
RUN echo "OK" > /usr/share/nginx/html/health
# Final stage - combine both
FROM nginx:alpine
# Copy nginx config
COPY --from=frontend /etc/nginx/conf.d/nexus.conf /etc/nginx/conf.d/
# Copy frontend assets
COPY --from=frontend /usr/share/nginx/html/ /usr/share/nginx/html/
# Copy Python backend
COPY --from=backend /app/ /app/
# Install Python in final image
RUN apk add --no-cache python3 py3-pip
# Install Python dependencies
COPY requirements.txt /app/
RUN cd /app && pip3 install --no-cache-dir -r requirements.txt
# Copy entrypoint script
COPY docker-entrypoint.sh /docker-entrypoint.sh
RUN chmod +x /docker-entrypoint.sh
EXPOSE 80 8765
ENTRYPOINT ["/docker-entrypoint.sh"]
CMD ["nginx", "-g", "daemon off;"]

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"""
agent — Cross-session agent memory and lifecycle hooks.
Provides persistent memory for agents via MemPalace integration.
Agents recall context at session start and write diary entries at session end.
Modules:
memory.py — AgentMemory class (recall, remember, diary)
memory_hooks.py — Session lifecycle hooks (drop-in integration)
"""
from agent.memory import AgentMemory, MemoryContext, SessionTranscript, create_agent_memory
from agent.memory_hooks import MemoryHooks
__all__ = [
"AgentMemory",
"MemoryContext",
"MemoryHooks",
"SessionTranscript",
"create_agent_memory",
]

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@@ -1,396 +0,0 @@
"""
agent.memory — Cross-session agent memory via MemPalace.
Gives agents persistent memory across sessions. On wake-up, agents
recall relevant context from past sessions. On session end, they
write a diary entry summarizing what happened.
Architecture:
Session Start → memory.recall_context() → inject L0/L1 into prompt
During Session → memory.remember() → store important facts
Session End → memory.write_diary() → summarize session
All operations degrade gracefully — if MemPalace is unavailable,
the agent continues without memory and logs a warning.
Usage:
from agent.memory import AgentMemory
mem = AgentMemory(agent_name="bezalel", wing="wing_bezalel")
# Session start — load context
context = mem.recall_context("What was I working on last time?")
# During session — store important decisions
mem.remember("Switched CI runner from GitHub Actions to self-hosted", room="forge")
# Session end — write diary
mem.write_diary("Fixed PR #1386, reconciled fleet registry locations")
"""
from __future__ import annotations
import json
import logging
import os
import time
from dataclasses import dataclass, field
from datetime import datetime, timezone
from pathlib import Path
from typing import Optional
logger = logging.getLogger("agent.memory")
@dataclass
class MemoryContext:
"""Context loaded at session start from MemPalace."""
relevant_memories: list[dict] = field(default_factory=list)
recent_diaries: list[dict] = field(default_factory=list)
facts: list[dict] = field(default_factory=list)
loaded: bool = False
error: Optional[str] = None
def to_prompt_block(self) -> str:
"""Format context as a text block to inject into the agent prompt."""
if not self.loaded:
return ""
parts = []
if self.recent_diaries:
parts.append("=== Recent Session Summaries ===")
for d in self.recent_diaries[:3]:
ts = d.get("timestamp", "")
text = d.get("text", "")
parts.append(f"[{ts}] {text[:500]}")
if self.facts:
parts.append("\n=== Known Facts ===")
for f in self.facts[:10]:
text = f.get("text", "")
parts.append(f"- {text[:200]}")
if self.relevant_memories:
parts.append("\n=== Relevant Past Memories ===")
for m in self.relevant_memories[:5]:
text = m.get("text", "")
score = m.get("score", 0)
parts.append(f"[{score:.2f}] {text[:300]}")
if not parts:
return ""
return "\n".join(parts)
@dataclass
class SessionTranscript:
"""A running log of the current session for diary writing."""
agent_name: str
wing: str
started_at: str = field(
default_factory=lambda: datetime.now(timezone.utc).isoformat()
)
entries: list[dict] = field(default_factory=list)
def add_user_turn(self, text: str):
self.entries.append({
"role": "user",
"text": text[:2000],
"ts": time.time(),
})
def add_agent_turn(self, text: str):
self.entries.append({
"role": "agent",
"text": text[:2000],
"ts": time.time(),
})
def add_tool_call(self, tool: str, args: str, result_summary: str):
self.entries.append({
"role": "tool",
"tool": tool,
"args": args[:500],
"result": result_summary[:500],
"ts": time.time(),
})
def summary(self) -> str:
"""Generate a compact transcript summary."""
if not self.entries:
return "Empty session."
turns = []
for e in self.entries[-20:]: # last 20 entries
role = e["role"]
if role == "user":
turns.append(f"USER: {e['text'][:200]}")
elif role == "agent":
turns.append(f"AGENT: {e['text'][:200]}")
elif role == "tool":
turns.append(f"TOOL({e.get('tool','')}): {e.get('result','')[:150]}")
return "\n".join(turns)
class AgentMemory:
"""
Cross-session memory for an agent.
Wraps MemPalace with agent-specific conventions:
- Each agent has a wing (e.g., "wing_bezalel")
- Session summaries go in the "hermes" room
- Important decisions go in room-specific closets
- Facts go in the "nexus" room
"""
def __init__(
self,
agent_name: str,
wing: Optional[str] = None,
palace_path: Optional[Path] = None,
):
self.agent_name = agent_name
self.wing = wing or f"wing_{agent_name}"
self.palace_path = palace_path
self._transcript: Optional[SessionTranscript] = None
self._available: Optional[bool] = None
def _check_available(self) -> bool:
"""Check if MemPalace is accessible."""
if self._available is not None:
return self._available
try:
from nexus.mempalace.searcher import search_memories, add_memory, _get_client
from nexus.mempalace.config import MEMPALACE_PATH
path = self.palace_path or MEMPALACE_PATH
_get_client(path)
self._available = True
logger.info(f"MemPalace available at {path}")
except Exception as e:
self._available = False
logger.warning(f"MemPalace unavailable: {e}")
return self._available
def recall_context(
self,
query: Optional[str] = None,
n_results: int = 5,
) -> MemoryContext:
"""
Load relevant context from past sessions.
Called at session start to inject L0/L1 memory into the prompt.
Args:
query: What to search for. If None, loads recent diary entries.
n_results: Max memories to recall.
"""
ctx = MemoryContext()
if not self._check_available():
ctx.error = "MemPalace unavailable"
return ctx
try:
from nexus.mempalace.searcher import search_memories
# Load recent diary entries (session summaries)
ctx.recent_diaries = [
{"text": r.text, "score": r.score, "timestamp": r.metadata.get("timestamp", "")}
for r in search_memories(
"session summary",
palace_path=self.palace_path,
wing=self.wing,
room="hermes",
n_results=3,
)
]
# Load known facts
ctx.facts = [
{"text": r.text, "score": r.score}
for r in search_memories(
"important facts decisions",
palace_path=self.palace_path,
wing=self.wing,
room="nexus",
n_results=5,
)
]
# Search for relevant memories if query provided
if query:
ctx.relevant_memories = [
{"text": r.text, "score": r.score, "room": r.room}
for r in search_memories(
query,
palace_path=self.palace_path,
wing=self.wing,
n_results=n_results,
)
]
ctx.loaded = True
except Exception as e:
ctx.error = str(e)
logger.warning(f"Failed to recall context: {e}")
return ctx
def remember(
self,
text: str,
room: str = "nexus",
source_file: str = "",
metadata: Optional[dict] = None,
) -> Optional[str]:
"""
Store a memory.
Args:
text: The memory content.
room: Target room (forge, hermes, nexus, issues, experiments).
source_file: Optional source attribution.
metadata: Extra metadata.
Returns:
Document ID if stored, None if MemPalace unavailable.
"""
if not self._check_available():
logger.warning("Cannot store memory — MemPalace unavailable")
return None
try:
from nexus.mempalace.searcher import add_memory
doc_id = add_memory(
text=text,
room=room,
wing=self.wing,
palace_path=self.palace_path,
source_file=source_file,
extra_metadata=metadata or {},
)
logger.debug(f"Stored memory in {room}: {text[:80]}...")
return doc_id
except Exception as e:
logger.warning(f"Failed to store memory: {e}")
return None
def write_diary(
self,
summary: Optional[str] = None,
) -> Optional[str]:
"""
Write a session diary entry to MemPalace.
Called at session end. If summary is None, auto-generates one
from the session transcript.
Args:
summary: Override summary text. If None, generates from transcript.
Returns:
Document ID if stored, None if unavailable.
"""
if summary is None and self._transcript:
summary = self._transcript.summary()
if not summary:
return None
timestamp = datetime.now(timezone.utc).isoformat()
diary_text = f"[{timestamp}] Session by {self.agent_name}:\n{summary}"
return self.remember(
diary_text,
room="hermes",
metadata={
"type": "session_diary",
"agent": self.agent_name,
"timestamp": timestamp,
"entry_count": len(self._transcript.entries) if self._transcript else 0,
},
)
def start_session(self) -> SessionTranscript:
"""
Begin a new session transcript.
Returns the transcript object for recording turns.
"""
self._transcript = SessionTranscript(
agent_name=self.agent_name,
wing=self.wing,
)
logger.info(f"Session started for {self.agent_name}")
return self._transcript
def end_session(self, diary_summary: Optional[str] = None) -> Optional[str]:
"""
End the current session, write diary, return diary doc ID.
"""
doc_id = self.write_diary(diary_summary)
self._transcript = None
logger.info(f"Session ended for {self.agent_name}")
return doc_id
def search(
self,
query: str,
room: Optional[str] = None,
n_results: int = 5,
) -> list[dict]:
"""
Search memories. Useful during a session for recall.
Returns list of {text, room, wing, score} dicts.
"""
if not self._check_available():
return []
try:
from nexus.mempalace.searcher import search_memories
results = search_memories(
query,
palace_path=self.palace_path,
wing=self.wing,
room=room,
n_results=n_results,
)
return [
{"text": r.text, "room": r.room, "wing": r.wing, "score": r.score}
for r in results
]
except Exception as e:
logger.warning(f"Search failed: {e}")
return []
# --- Fleet-wide memory helpers ---
def create_agent_memory(
agent_name: str,
palace_path: Optional[Path] = None,
) -> AgentMemory:
"""
Factory for creating AgentMemory with standard config.
Reads wing from MEMPALACE_WING env or defaults to wing_{agent_name}.
"""
wing = os.environ.get("MEMPALACE_WING", f"wing_{agent_name}")
return AgentMemory(
agent_name=agent_name,
wing=wing,
palace_path=palace_path,
)

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"""
agent.memory_hooks — Session lifecycle hooks for agent memory.
Integrates AgentMemory into the agent session lifecycle:
- on_session_start: Load context, inject into prompt
- on_user_turn: Record user input
- on_agent_turn: Record agent output
- on_tool_call: Record tool usage
- on_session_end: Write diary, clean up
These hooks are designed to be called from the Hermes harness or
any agent framework. They're fire-and-forget — failures are logged
but never crash the session.
Usage:
from agent.memory_hooks import MemoryHooks
hooks = MemoryHooks(agent_name="bezalel")
hooks.on_session_start() # loads context
# In your agent loop:
hooks.on_user_turn("Check CI pipeline health")
hooks.on_agent_turn("Running CI check...")
hooks.on_tool_call("shell", "pytest tests/", "12 passed")
# End of session:
hooks.on_session_end() # writes diary
"""
from __future__ import annotations
import logging
from typing import Optional
from agent.memory import AgentMemory, MemoryContext, create_agent_memory
logger = logging.getLogger("agent.memory_hooks")
class MemoryHooks:
"""
Drop-in session lifecycle hooks for agent memory.
Wraps AgentMemory with error boundaries — every hook catches
exceptions and logs warnings so memory failures never crash
the agent session.
"""
def __init__(
self,
agent_name: str,
palace_path=None,
auto_diary: bool = True,
):
self.agent_name = agent_name
self.auto_diary = auto_diary
self._memory: Optional[AgentMemory] = None
self._context: Optional[MemoryContext] = None
self._active = False
@property
def memory(self) -> AgentMemory:
if self._memory is None:
self._memory = create_agent_memory(
self.agent_name,
palace_path=getattr(self, '_palace_path', None),
)
return self._memory
def on_session_start(self, query: Optional[str] = None) -> str:
"""
Called at session start. Loads context from MemPalace.
Returns a prompt block to inject into the agent's context, or
empty string if memory is unavailable.
Args:
query: Optional recall query (e.g., "What was I working on?")
"""
try:
self.memory.start_session()
self._active = True
self._context = self.memory.recall_context(query=query)
block = self._context.to_prompt_block()
if block:
logger.info(
f"Loaded {len(self._context.recent_diaries)} diaries, "
f"{len(self._context.facts)} facts, "
f"{len(self._context.relevant_memories)} relevant memories "
f"for {self.agent_name}"
)
else:
logger.info(f"No prior memory for {self.agent_name}")
return block
except Exception as e:
logger.warning(f"Session start memory hook failed: {e}")
return ""
def on_user_turn(self, text: str):
"""Record a user message."""
if not self._active:
return
try:
if self.memory._transcript:
self.memory._transcript.add_user_turn(text)
except Exception as e:
logger.debug(f"Failed to record user turn: {e}")
def on_agent_turn(self, text: str):
"""Record an agent response."""
if not self._active:
return
try:
if self.memory._transcript:
self.memory._transcript.add_agent_turn(text)
except Exception as e:
logger.debug(f"Failed to record agent turn: {e}")
def on_tool_call(self, tool: str, args: str, result_summary: str):
"""Record a tool invocation."""
if not self._active:
return
try:
if self.memory._transcript:
self.memory._transcript.add_tool_call(tool, args, result_summary)
except Exception as e:
logger.debug(f"Failed to record tool call: {e}")
def on_important_decision(self, text: str, room: str = "nexus"):
"""
Record an important decision or fact for long-term memory.
Use this when the agent makes a significant decision that
should persist beyond the current session.
"""
try:
self.memory.remember(text, room=room, metadata={"type": "decision"})
logger.info(f"Remembered decision: {text[:80]}...")
except Exception as e:
logger.warning(f"Failed to remember decision: {e}")
def on_session_end(self, summary: Optional[str] = None) -> Optional[str]:
"""
Called at session end. Writes diary entry.
Args:
summary: Override diary text. If None, auto-generates.
Returns:
Diary document ID, or None.
"""
if not self._active:
return None
try:
doc_id = self.memory.end_session(diary_summary=summary)
self._active = False
self._context = None
return doc_id
except Exception as e:
logger.warning(f"Session end memory hook failed: {e}")
self._active = False
return None
def search(self, query: str, room: Optional[str] = None) -> list[dict]:
"""
Search memories during a session.
Returns list of {text, room, wing, score}.
"""
try:
return self.memory.search(query, room=room)
except Exception as e:
logger.warning(f"Memory search failed: {e}")
return []
@property
def is_active(self) -> bool:
return self._active

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@@ -1,258 +0,0 @@
#!/usr/bin/env python3
"""
memory_mine.py — Mine session transcripts into MemPalace.
Reads Hermes session logs (JSONL format) and stores summaries
in the palace. Supports batch mining, single-file processing,
and live directory watching.
Usage:
# Mine a single session file
python3 bin/memory_mine.py ~/.hermes/sessions/2026-04-13.jsonl
# Mine all sessions from last 7 days
python3 bin/memory_mine.py --days 7
# Mine a specific wing's sessions
python3 bin/memory_mine.py --wing wing_bezalel --days 14
# Dry run — show what would be mined
python3 bin/memory_mine.py --dry-run --days 7
"""
from __future__ import annotations
import argparse
import json
import logging
import os
import sys
import time
from datetime import datetime, timedelta, timezone
from pathlib import Path
from typing import Optional
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s [%(levelname)s] %(message)s",
datefmt="%Y-%m-%d %H:%M:%S",
)
logger = logging.getLogger("memory-mine")
REPO_ROOT = Path(__file__).resolve().parent.parent
if str(REPO_ROOT) not in sys.path:
sys.path.insert(0, str(REPO_ROOT))
def parse_session_file(path: Path) -> list[dict]:
"""
Parse a JSONL session file into turns.
Each line is expected to be a JSON object with:
- role: "user" | "assistant" | "system" | "tool"
- content: text
- timestamp: ISO string (optional)
"""
turns = []
with open(path) as f:
for i, line in enumerate(f):
line = line.strip()
if not line:
continue
try:
turn = json.loads(line)
turns.append(turn)
except json.JSONDecodeError:
logger.debug(f"Skipping malformed line {i+1} in {path}")
return turns
def summarize_session(turns: list[dict], agent_name: str = "unknown") -> str:
"""
Generate a compact summary of a session's turns.
Keeps user messages and key agent responses, strips noise.
"""
if not turns:
return "Empty session."
user_msgs = []
agent_msgs = []
tool_calls = []
for turn in turns:
role = turn.get("role", "")
content = str(turn.get("content", ""))[:300]
if role == "user":
user_msgs.append(content)
elif role == "assistant":
agent_msgs.append(content)
elif role == "tool":
tool_name = turn.get("name", turn.get("tool", "unknown"))
tool_calls.append(f"{tool_name}: {content[:150]}")
parts = [f"Session by {agent_name}:"]
if user_msgs:
parts.append(f"\nUser asked ({len(user_msgs)} messages):")
for msg in user_msgs[:5]:
parts.append(f" - {msg[:200]}")
if len(user_msgs) > 5:
parts.append(f" ... and {len(user_msgs) - 5} more")
if agent_msgs:
parts.append(f"\nAgent responded ({len(agent_msgs)} messages):")
for msg in agent_msgs[:3]:
parts.append(f" - {msg[:200]}")
if tool_calls:
parts.append(f"\nTools used ({len(tool_calls)} calls):")
for tc in tool_calls[:5]:
parts.append(f" - {tc}")
return "\n".join(parts)
def mine_session(
path: Path,
wing: str,
palace_path: Optional[Path] = None,
dry_run: bool = False,
) -> Optional[str]:
"""
Mine a single session file into MemPalace.
Returns the document ID if stored, None on failure or dry run.
"""
try:
from agent.memory import AgentMemory
except ImportError:
logger.error("Cannot import agent.memory — is the repo in PYTHONPATH?")
return None
turns = parse_session_file(path)
if not turns:
logger.debug(f"Empty session file: {path}")
return None
agent_name = wing.replace("wing_", "")
summary = summarize_session(turns, agent_name)
if dry_run:
print(f"\n--- {path.name} ---")
print(summary[:500])
print(f"({len(turns)} turns)")
return None
mem = AgentMemory(agent_name=agent_name, wing=wing, palace_path=palace_path)
doc_id = mem.remember(
summary,
room="hermes",
source_file=str(path),
metadata={
"type": "mined_session",
"source": str(path),
"turn_count": len(turns),
"agent": agent_name,
"timestamp": datetime.now(timezone.utc).isoformat(),
},
)
if doc_id:
logger.info(f"Mined {path.name}{doc_id} ({len(turns)} turns)")
else:
logger.warning(f"Failed to mine {path.name}")
return doc_id
def find_session_files(
sessions_dir: Path,
days: int = 7,
pattern: str = "*.jsonl",
) -> list[Path]:
"""
Find session files from the last N days.
"""
cutoff = datetime.now() - timedelta(days=days)
files = []
if not sessions_dir.exists():
logger.warning(f"Sessions directory not found: {sessions_dir}")
return files
for path in sorted(sessions_dir.glob(pattern)):
# Use file modification time as proxy for session date
mtime = datetime.fromtimestamp(path.stat().st_mtime)
if mtime >= cutoff:
files.append(path)
return files
def main(argv: list[str] | None = None) -> int:
parser = argparse.ArgumentParser(
description="Mine session transcripts into MemPalace"
)
parser.add_argument(
"files", nargs="*", help="Session files to mine (JSONL format)"
)
parser.add_argument(
"--days", type=int, default=7,
help="Mine sessions from last N days (default: 7)"
)
parser.add_argument(
"--sessions-dir",
default=str(Path.home() / ".hermes" / "sessions"),
help="Directory containing session JSONL files"
)
parser.add_argument(
"--wing", default=None,
help="Wing name (default: auto-detect from MEMPALACE_WING env or 'wing_timmy')"
)
parser.add_argument(
"--palace-path", default=None,
help="Override palace path"
)
parser.add_argument(
"--dry-run", action="store_true",
help="Show what would be mined without storing"
)
args = parser.parse_args(argv)
wing = args.wing or os.environ.get("MEMPALACE_WING", "wing_timmy")
palace_path = Path(args.palace_path) if args.palace_path else None
if args.files:
files = [Path(f) for f in args.files]
else:
sessions_dir = Path(args.sessions_dir)
files = find_session_files(sessions_dir, days=args.days)
if not files:
logger.info("No session files found to mine.")
return 0
logger.info(f"Mining {len(files)} session files (wing={wing})")
mined = 0
failed = 0
for path in files:
result = mine_session(path, wing=wing, palace_path=palace_path, dry_run=args.dry_run)
if result:
mined += 1
elif result is None and not args.dry_run:
failed += 1
if args.dry_run:
logger.info(f"Dry run complete — {len(files)} files would be mined")
else:
logger.info(f"Mining complete — {mined} mined, {failed} failed")
return 0
if __name__ == "__main__":
sys.exit(main())

View File

@@ -1,17 +1,54 @@
#!/usr/bin/env bash
# deploy.sh — spin up (or update) the Nexus staging environment
# Usage: ./deploy.sh — rebuild and restart nexus-main (port 4200)
# ./deploy.sh staging — rebuild and restart nexus-staging (port 4201)
# deploy.sh — deploy the Nexus to production or staging
# Usage: ./deploy.sh — deploy main with nginx (port 80)
# ./deploy.sh staging — deploy staging with nginx (port 8080)
# ./deploy.sh legacy — deploy with Python only (port 8765)
# ./deploy.sh --help — show help
set -euo pipefail
SERVICE="${1:-nexus-main}"
SERVICE="${1:-main}"
USE_NGINX=true
case "$SERVICE" in
staging) SERVICE="nexus-staging" ;;
main) SERVICE="nexus-main" ;;
--help|-h)
echo "Usage: $0 [main|staging|legacy]"
echo ""
echo "Options:"
echo " main (default) — Deploy main with nginx (port 80)"
echo " staging — Deploy staging with nginx (port 8080)"
echo " legacy — Deploy with Python only (port 8765)"
echo " --help — Show this help"
exit 0
;;
staging)
SERVICE="nexus-staging"
PORT="8080"
;;
legacy)
SERVICE="nexus-main"
USE_NGINX=false
PORT="8765"
;;
main|*)
SERVICE="nexus-main"
PORT="80"
;;
esac
echo "==> Deploying $SERVICE "
docker compose build "$SERVICE"
docker compose up -d --force-recreate "$SERVICE"
echo "==> Deploying $SERVICE ..."
if [ "$USE_NGINX" = true ]; then
echo "==> Using nginx deployment..."
docker compose -f docker-compose.nginx.yml build "$SERVICE"
docker compose -f docker-compose.nginx.yml up -d --force-recreate "$SERVICE"
echo "==> Deployed with nginx on port $PORT"
echo "==> Access at: http://localhost:$PORT"
else
echo "==> Using legacy Python deployment..."
docker compose build "$SERVICE"
docker compose up -d --force-recreate "$SERVICE"
echo "==> Deployed with Python on port $PORT"
echo "==> WebSocket at: ws://localhost:$PORT"
fi
echo "==> Done. Container: $SERVICE"

42
docker-compose.nginx.yml Normal file
View File

@@ -0,0 +1,42 @@
version: "3.9"
services:
nexus-main:
build:
context: .
dockerfile: Dockerfile.nginx
container_name: nexus-main
restart: unless-stopped
ports:
- "80:80" # Nginx HTTP
- "8765:8765" # WebSocket server
environment:
- NODE_ENV=production
volumes:
- ./logs:/var/log/nginx
healthcheck:
test: ["CMD", "wget", "--quiet", "--tries=1", "--spider", "http://localhost/health"]
interval: 30s
timeout: 10s
retries: 3
start_period: 30s
nexus-staging:
build:
context: .
dockerfile: Dockerfile.nginx
container_name: nexus-staging
restart: unless-stopped
ports:
- "8080:80" # Nginx HTTP (staging)
- "8766:8765" # WebSocket server (staging)
environment:
- NODE_ENV=staging
volumes:
- ./logs-staging:/var/log/nginx
healthcheck:
test: ["CMD", "wget", "--quiet", "--tries=1", "--spider", "http://localhost/health"]
interval: 30s
timeout: 10s
retries: 3
start_period: 30s

31
docker-entrypoint.sh Executable file
View File

@@ -0,0 +1,31 @@
#!/bin/sh
set -e
echo "Starting Nexus deployment..."
# Start nginx in background
echo "Starting nginx on port 80..."
nginx -g "daemon off;" &
NGINX_PID=$!
# Start Python WebSocket server in background
echo "Starting WebSocket server on port 8765..."
cd /app && python3 server.py &
PYTHON_PID=$!
# Function to handle shutdown
shutdown() {
echo "Shutting down..."
kill $NGINX_PID 2>/dev/null
kill $PYTHON_PID 2>/dev/null
exit 0
}
# Trap SIGTERM and SIGINT
trap shutdown SIGTERM SIGINT
# Wait for any process to exit
wait -n
# Exit with status of process that exited first
exit $?

62
nginx.conf Normal file
View File

@@ -0,0 +1,62 @@
server {
listen 80;
server_name nexus.alexanderwhitestone.com;
root /usr/share/nginx/html;
index index.html;
# Enable gzip compression
gzip on;
gzip_types text/plain text/css application/json application/javascript text/xml application/xml application/xml+rss text/javascript;
gzip_min_length 1000;
gzip_comp_level 6;
# Cache static assets
location ~* \.(js|css|png|jpg|jpeg|gif|ico|svg|woff|woff2|ttf|eot)$ {
expires 1y;
add_header Cache-Control "public, immutable";
}
# Handle SPA routing - serve index.html for all routes
location / {
try_files $uri $uri/ /index.html;
}
# WebSocket proxy for server.py (if needed)
location /ws {
proxy_pass http://localhost:8765;
proxy_http_version 1.1;
proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection "upgrade";
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
proxy_set_header X-Forwarded-Proto $scheme;
proxy_read_timeout 86400;
}
# Security headers
add_header X-Frame-Options "SAMEORIGIN" always;
add_header X-Content-Type-Options "nosniff" always;
add_header X-XSS-Protection "1; mode=block" always;
add_header Referrer-Policy "strict-origin-when-cross-origin" always;
# CORS headers for development
add_header Access-Control-Allow-Origin "*" always;
add_header Access-Control-Allow-Methods "GET, POST, OPTIONS" always;
add_header Access-Control-Allow-Headers "Content-Type" always;
}
# Redirect HTTP to HTTPS (if SSL is configured)
server {
listen 443 ssl http2;
server_name nexus.alexanderwhitestone.com;
# SSL configuration (commented out for now)
# ssl_certificate /etc/nginx/ssl/nexus.crt;
# ssl_certificate_key /etc/nginx/ssl/nexus.key;
# ssl_protocols TLSv1.2 TLSv1.3;
# ssl_ciphers HIGH:!aNULL:!MD5;
# For now, redirect to HTTP
return 301 http://$server_name$request_uri;
}

120
setup-vps.sh Executable file
View File

@@ -0,0 +1,120 @@
#!/usr/bin/env bash
# setup-vps.sh — Initial setup for Ezra VPS
# Run this once on a fresh VPS to prepare for Nexus deployment
set -euo pipefail
echo "Setting up Ezra VPS for Nexus deployment..."
# Update system
echo "Updating system packages..."
apt-get update && apt-get upgrade -y
# Install Docker
echo "Installing Docker..."
if ! command -v docker &> /dev/null; then
apt-get install -y apt-transport-https ca-certificates curl gnupg lsb-release
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | gpg --dearmor -o /usr/share/keyrings/docker-archive-keyring.gpg
echo "deb [arch=$(dpkg --print-architecture) signed-by=/usr/share/keyrings/docker-archive-keyring.gpg] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable" | tee /etc/apt/sources.list.d/docker.list > /dev/null
apt-get update
apt-get install -y docker-ce docker-ce-cli containerd.io
systemctl enable docker
systemctl start docker
echo "✅ Docker installed"
else
echo "✅ Docker already installed"
fi
# Install Docker Compose
echo "Installing Docker Compose..."
if ! command -v docker-compose &> /dev/null; then
curl -L "https://github.com/docker/compose/releases/download/v2.20.0/docker-compose-$(uname -s)-$(uname -m)" -o /usr/local/bin/docker-compose
chmod +x /usr/local/bin/docker-compose
echo "✅ Docker Compose installed"
else
echo "✅ Docker Compose already installed"
fi
# Install nginx (for reverse proxy if needed)
echo "Installing nginx..."
if ! command -v nginx &> /dev/null; then
apt-get install -y nginx
systemctl enable nginx
systemctl start nginx
echo "✅ Nginx installed"
else
echo "✅ Nginx already installed"
fi
# Configure firewall
echo "Configuring firewall..."
if command -v ufw &> /dev/null; then
ufw allow 22/tcp # SSH
ufw allow 80/tcp # HTTP
ufw allow 443/tcp # HTTPS
ufw allow 8765/tcp # WebSocket
ufw allow 3000/tcp # Gitea
ufw --force enable
echo "✅ Firewall configured"
else
echo "⚠️ ufw not available, skipping firewall configuration"
fi
# Create nexus user (optional)
echo "Creating nexus user..."
if ! id -u nexus &>/dev/null; then
useradd -m -s /bin/bash nexus
usermod -aG docker nexus
echo "✅ nexus user created"
else
echo "✅ nexus user already exists"
fi
# Clone repository
echo "Cloning Nexus repository..."
if [ ! -d /home/nexus/the-nexus ]; then
sudo -u nexus git clone http://143.198.27.163:3000/Timmy_Foundation/the-nexus.git /home/nexus/the-nexus
echo "✅ Repository cloned"
else
echo "✅ Repository already exists"
fi
# Set up nginx reverse proxy (optional)
echo "Setting up nginx reverse proxy..."
cat > /etc/nginx/sites-available/nexus << 'EOF'
server {
listen 80;
server_name nexus.alexanderwhitestone.com;
location / {
proxy_pass http://localhost:80;
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
proxy_set_header X-Forwarded-Proto $scheme;
}
location /ws {
proxy_pass http://localhost:8765;
proxy_http_version 1.1;
proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection "upgrade";
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
proxy_set_header X-Forwarded-Proto $scheme;
}
}
EOF
ln -sf /etc/nginx/sites-available/nexus /etc/nginx/sites-enabled/
nginx -t && systemctl reload nginx
echo "✅ Nginx reverse proxy configured"
echo ""
echo "🎉 VPS setup complete!"
echo ""
echo "Next steps:"
echo "1. Point DNS: nexus.alexanderwhitestone.com → $(hostname -I | awk '{print $1}')"
echo "2. Deploy: cd /home/nexus/the-nexus && ./deploy.sh"
echo "3. (Optional) Set up SSL: certbot --nginx -d nexus.alexanderwhitestone.com"
echo ""

View File

@@ -1,377 +0,0 @@
"""
Tests for agent memory — cross-session agent memory via MemPalace.
Tests the memory module, hooks, and session mining without requiring
a live ChromaDB instance. Uses mocking for the MemPalace backend.
"""
from __future__ import annotations
import json
import tempfile
from pathlib import Path
from unittest.mock import MagicMock, patch
import pytest
from agent.memory import (
AgentMemory,
MemoryContext,
SessionTranscript,
create_agent_memory,
)
from agent.memory_hooks import MemoryHooks
# ---------------------------------------------------------------------------
# SessionTranscript tests
# ---------------------------------------------------------------------------
class TestSessionTranscript:
def test_create(self):
t = SessionTranscript(agent_name="test", wing="wing_test")
assert t.agent_name == "test"
assert t.wing == "wing_test"
assert len(t.entries) == 0
def test_add_user_turn(self):
t = SessionTranscript(agent_name="test", wing="wing_test")
t.add_user_turn("Hello")
assert len(t.entries) == 1
assert t.entries[0]["role"] == "user"
assert t.entries[0]["text"] == "Hello"
def test_add_agent_turn(self):
t = SessionTranscript(agent_name="test", wing="wing_test")
t.add_agent_turn("Response")
assert t.entries[0]["role"] == "agent"
def test_add_tool_call(self):
t = SessionTranscript(agent_name="test", wing="wing_test")
t.add_tool_call("shell", "ls", "file1 file2")
assert t.entries[0]["role"] == "tool"
assert t.entries[0]["tool"] == "shell"
def test_summary_empty(self):
t = SessionTranscript(agent_name="test", wing="wing_test")
assert t.summary() == "Empty session."
def test_summary_with_entries(self):
t = SessionTranscript(agent_name="test", wing="wing_test")
t.add_user_turn("Do something")
t.add_agent_turn("Done")
t.add_tool_call("shell", "ls", "ok")
summary = t.summary()
assert "USER: Do something" in summary
assert "AGENT: Done" in summary
assert "TOOL(shell): ok" in summary
def test_text_truncation(self):
t = SessionTranscript(agent_name="test", wing="wing_test")
long_text = "x" * 5000
t.add_user_turn(long_text)
assert len(t.entries[0]["text"]) == 2000
# ---------------------------------------------------------------------------
# MemoryContext tests
# ---------------------------------------------------------------------------
class TestMemoryContext:
def test_empty_context(self):
ctx = MemoryContext()
assert ctx.to_prompt_block() == ""
def test_unloaded_context(self):
ctx = MemoryContext()
ctx.loaded = False
assert ctx.to_prompt_block() == ""
def test_loaded_with_data(self):
ctx = MemoryContext()
ctx.loaded = True
ctx.recent_diaries = [
{"text": "Fixed PR #1386", "timestamp": "2026-04-13T10:00:00Z"}
]
ctx.facts = [
{"text": "Bezalel runs on VPS Beta", "score": 0.95}
]
ctx.relevant_memories = [
{"text": "Changed CI runner", "score": 0.87}
]
block = ctx.to_prompt_block()
assert "Recent Session Summaries" in block
assert "Fixed PR #1386" in block
assert "Known Facts" in block
assert "Bezalel runs on VPS Beta" in block
assert "Relevant Past Memories" in block
def test_loaded_empty(self):
ctx = MemoryContext()
ctx.loaded = True
# No data — should return empty string
assert ctx.to_prompt_block() == ""
# ---------------------------------------------------------------------------
# AgentMemory tests (with mocked MemPalace)
# ---------------------------------------------------------------------------
class TestAgentMemory:
def test_create(self):
mem = AgentMemory(agent_name="bezalel")
assert mem.agent_name == "bezalel"
assert mem.wing == "wing_bezalel"
def test_custom_wing(self):
mem = AgentMemory(agent_name="bezalel", wing="custom_wing")
assert mem.wing == "custom_wing"
def test_factory(self):
mem = create_agent_memory("ezra")
assert mem.agent_name == "ezra"
assert mem.wing == "wing_ezra"
def test_unavailable_graceful(self):
"""Test graceful degradation when MemPalace is unavailable."""
mem = AgentMemory(agent_name="test")
mem._available = False # Force unavailable
# Should not raise
ctx = mem.recall_context("test query")
assert ctx.loaded is False
assert ctx.error == "MemPalace unavailable"
# remember returns None
assert mem.remember("test") is None
# search returns empty
assert mem.search("test") == []
def test_start_end_session(self):
mem = AgentMemory(agent_name="test")
mem._available = False
transcript = mem.start_session()
assert isinstance(transcript, SessionTranscript)
assert mem._transcript is not None
doc_id = mem.end_session()
assert mem._transcript is None
def test_remember_graceful_when_unavailable(self):
"""Test remember returns None when MemPalace is unavailable."""
mem = AgentMemory(agent_name="test")
mem._available = False
doc_id = mem.remember("some important fact")
assert doc_id is None
def test_write_diary_from_transcript(self):
mem = AgentMemory(agent_name="test")
mem._available = False
transcript = mem.start_session()
transcript.add_user_turn("Hello")
transcript.add_agent_turn("Hi there")
# Write diary should handle unavailable gracefully
doc_id = mem.write_diary()
assert doc_id is None # MemPalace unavailable
# ---------------------------------------------------------------------------
# MemoryHooks tests
# ---------------------------------------------------------------------------
class TestMemoryHooks:
def test_create(self):
hooks = MemoryHooks(agent_name="bezalel")
assert hooks.agent_name == "bezalel"
assert hooks.is_active is False
def test_session_lifecycle(self):
hooks = MemoryHooks(agent_name="test")
# Force memory unavailable
hooks._memory = AgentMemory(agent_name="test")
hooks._memory._available = False
# Start session
block = hooks.on_session_start()
assert hooks.is_active is True
assert block == "" # No memory available
# Record turns
hooks.on_user_turn("Hello")
hooks.on_agent_turn("Hi")
hooks.on_tool_call("shell", "ls", "ok")
# Record decision
hooks.on_important_decision("Switched to self-hosted CI")
# End session
doc_id = hooks.on_session_end()
assert hooks.is_active is False
def test_hooks_before_session(self):
"""Hooks before session start should be no-ops."""
hooks = MemoryHooks(agent_name="test")
hooks._memory = AgentMemory(agent_name="test")
hooks._memory._available = False
# Should not raise
hooks.on_user_turn("Hello")
hooks.on_agent_turn("Response")
def test_hooks_after_session_end(self):
"""Hooks after session end should be no-ops."""
hooks = MemoryHooks(agent_name="test")
hooks._memory = AgentMemory(agent_name="test")
hooks._memory._available = False
hooks.on_session_start()
hooks.on_session_end()
# Should not raise
hooks.on_user_turn("Late message")
doc_id = hooks.on_session_end()
assert doc_id is None
def test_search_during_session(self):
hooks = MemoryHooks(agent_name="test")
hooks._memory = AgentMemory(agent_name="test")
hooks._memory._available = False
results = hooks.search("some query")
assert results == []
# ---------------------------------------------------------------------------
# Session mining tests
# ---------------------------------------------------------------------------
class TestSessionMining:
def test_parse_session_file(self):
from bin.memory_mine import parse_session_file
with tempfile.NamedTemporaryFile(mode="w", suffix=".jsonl", delete=False) as f:
f.write('{"role": "user", "content": "Hello"}\n')
f.write('{"role": "assistant", "content": "Hi there"}\n')
f.write('{"role": "tool", "name": "shell", "content": "ls output"}\n')
f.write("\n") # blank line
f.write("not json\n") # malformed
path = Path(f.name)
turns = parse_session_file(path)
assert len(turns) == 3
assert turns[0]["role"] == "user"
assert turns[1]["role"] == "assistant"
assert turns[2]["role"] == "tool"
path.unlink()
def test_summarize_session(self):
from bin.memory_mine import summarize_session
turns = [
{"role": "user", "content": "Check CI"},
{"role": "assistant", "content": "Running CI check..."},
{"role": "tool", "name": "shell", "content": "5 tests passed"},
{"role": "assistant", "content": "CI is healthy"},
]
summary = summarize_session(turns, "bezalel")
assert "bezalel" in summary
assert "Check CI" in summary
assert "shell" in summary
def test_summarize_empty(self):
from bin.memory_mine import summarize_session
assert summarize_session([], "test") == "Empty session."
def test_find_session_files(self, tmp_path):
from bin.memory_mine import find_session_files
# Create some test files
(tmp_path / "session1.jsonl").write_text("{}\n")
(tmp_path / "session2.jsonl").write_text("{}\n")
(tmp_path / "notes.txt").write_text("not a session")
files = find_session_files(tmp_path, days=365)
assert len(files) == 2
assert all(f.suffix == ".jsonl" for f in files)
def test_find_session_files_missing_dir(self):
from bin.memory_mine import find_session_files
files = find_session_files(Path("/nonexistent/path"), days=7)
assert files == []
def test_mine_session_dry_run(self, tmp_path):
from bin.memory_mine import mine_session
session_file = tmp_path / "test.jsonl"
session_file.write_text(
'{"role": "user", "content": "Hello"}\n'
'{"role": "assistant", "content": "Hi"}\n'
)
result = mine_session(session_file, wing="wing_test", dry_run=True)
assert result is None # dry run doesn't store
def test_mine_session_empty_file(self, tmp_path):
from bin.memory_mine import mine_session
session_file = tmp_path / "empty.jsonl"
session_file.write_text("")
result = mine_session(session_file, wing="wing_test")
assert result is None
# ---------------------------------------------------------------------------
# Integration test — full lifecycle
# ---------------------------------------------------------------------------
class TestFullLifecycle:
"""Test the full session lifecycle without a real MemPalace backend."""
def test_full_session_flow(self):
hooks = MemoryHooks(agent_name="bezalel")
# Force memory unavailable
hooks._memory = AgentMemory(agent_name="bezalel")
hooks._memory._available = False
# 1. Session start
context_block = hooks.on_session_start("What CI issues do I have?")
assert isinstance(context_block, str)
# 2. User asks question
hooks.on_user_turn("Check CI pipeline health")
# 3. Agent uses tool
hooks.on_tool_call("shell", "pytest tests/", "12 passed")
# 4. Agent responds
hooks.on_agent_turn("CI pipeline is healthy. All 12 tests passing.")
# 5. Important decision
hooks.on_important_decision("Decided to keep current CI runner", room="forge")
# 6. More interaction
hooks.on_user_turn("Good, check memory integration next")
hooks.on_agent_turn("Will test agent.memory module")
# 7. Session end
doc_id = hooks.on_session_end()
assert hooks.is_active is False