feat: initial TrueRecall Base v1.0

Core components:
- Real-time memory capture daemon
- Qdrant memories_tr collection storage
- Systemd service for auto-start
- Configuration templates with placeholders

Features:
- Full conversation context capture
- Deduplication via content hashing
- User-tagged memories
- Compatible with Gems and Blocks addons

README.md

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+# TrueRecall Base (v1)
+
+**Purpose:** Real-time memory capture → Qdrant `memories_tr`
+
+**Status:** ✅ Standalone capture system
+
+---
+
+## Overview
+
+TrueRecall Base is the **foundation**. It watches OpenClaw sessions in real-time and stores every turn to Qdrant's `memories_tr` collection.
+
+This is **required** for both addons: **Gems** and **Blocks**.
+
+**Features:**
+- ✅ Full context conversations saved (not just summaries)
+- ✅ Automatically stripped of markdown, tables, and extra characters
+- ✅ Fully searchable via semantic + exact match
+- ✅ Compatible with other AI tools and agents
+
+**Base does NOT include:**
+- ❌ Curation (gem extraction)
+- ❌ Topic clustering (blocks)
+- ❌ Injection (context recall)
+
+**For those features, install an addon after base.**
+
+---
+
+## Three-Tier Architecture
+
+```
+true-recall-base (REQUIRED)
+├── Core: Watcher daemon
+└── Stores: memories_tr
+    │
+    ├──▶ true-recall-gems (ADDON)
+    │   ├── Curator extracts gems → gems_tr
+    │   └── Plugin injects gems into prompts
+    │
+    └──▶ true-recall-blocks (ADDON)
+        ├── Topic clustering → topic_blocks_tr
+        └── Contextual block retrieval
+
+Note: Gems and Blocks are INDEPENDENT addons.
+They both require Base, but don't work together.
+Choose one: Gems OR Blocks (not both).
+```
+
+---
+
+## Quick Start
+
+### 1. Install
+
+```bash
+cd /root/.openclaw/workspace/.local_projects/true-recall-base
+
+# Copy service file
+sudo cp watcher/mem-qdrant-watcher.service /etc/systemd/system/
+
+# Reload and start
+sudo systemctl daemon-reload
+sudo systemctl enable --now mem-qdrant-watcher
+```
+
+### 2. Verify
+
+```bash
+# Check service
+sudo systemctl status mem-qdrant-watcher
+
+# Check collection
+curl -s http://10.0.0.40:6333/collections/memories_tr | jq '.result.points_count'
+```
+
+---
+
+## Files
+
+| File | Purpose |
+|------|---------|
+| `watcher/realtime_qdrant_watcher.py` | Capture daemon |
+| `watcher/mem-qdrant-watcher.service` | Systemd service |
+| `config.json` | v1 configuration |
+
+---
+
+## Configuration
+
+Edit `config.json` or set environment variables:
+
+| Variable | Default | Description |
+|----------|---------|-------------|
+| `QDRANT_URL` | `http://10.0.0.40:6333` | Qdrant endpoint |
+| `OLLAMA_URL` | `http://10.0.0.10:11434` | Ollama endpoint |
+| `EMBEDDING_MODEL` | `snowflake-arctic-embed2` | Embedding model |
+| `USER_ID` | `rob` | User identifier |
+
+---
+
+## Next Step
+
+Install **TrueRecall v2** for curation and injection:
+
+```bash
+# v2 adds:
+# - Curator (extracts gems from memories)
+# - Injection (recalls gems into context)
+```
+
+v2 requires v1 to be running first.
+
+---
+
+**Version:** 1.0  
+**Prerequisite for:** TrueRecall v2