🌙 dreaming-optimizer
Version: 1.0.0 Skill ID: dreaming-optimizer Status: Ready for Development
Quick Reference
| 项目 | 内容 |
|---|
| 核心原理 | OpenClaw Dreaming REM六步记忆整合（整理→评分→去重→打标→提交→摘要） |
| 主入口 | bin/optimize.sh |
| 依赖 | OpenClaw v2026.4.9+, tiktoken, sqlite3 |
Features (MVP)
- Entry scorer — LLM-based priority scoring (0–100)
- Deduplication — Semantic similarity merge against existing memories
- Fact tagger — Label as fact/opinion/preference/context
- Commit writer — Write optimized entries to persistent memory
- Dreaming summary — Traceable REM consolidation report
- Configurable threshold — Min score threshold (default: 70)
File Structure
dreaming-optimizer/
├── SKILL.md # This file
├── bin/
│ ├── optimize.sh # Main entry point
│ ├── score_entries.py # LLM-based priority scoring
│ ├── deduplicate.py # Semantic deduplication
│ └── commit.py # Write to B-layer
├── scripts/
│ └── dreaming_summary.py
├── config/
│ └── default_threshold.yaml
└── README.md
Usage
# Manual invoke
dreaming-optimizer/bin/optimize.sh
# With custom threshold
dreaming-optimizer/bin/optimize.sh --threshold 80
Integration
- Reads from:
~/.openclaw/workspace/memory/YYYY-MM-DD.md - Writes to:
~/.openclaw/memory/<agent>.sqlite (B-layer) - Summary output:
~/.openclaw/workspace/memory/dreaming-summaries/
Pricing
| Tier | Price | Features |
|---|
| Free | $0 | 10 cycles/mo, 100 entries/cycle |
| Pro | $9.90/mo | Unlimited, dedup, backfill queue, Obsidian export |
Development
See: ``
