灵枢AutoBrain
Plugin+skill hybrid pack for OpenClaw: memory, anti-hallucination, self-evolution, workflow orchestration, daily maintenance, auto-scan, version check. Exclusive plugin slot + compat layer.
Install
openclaw plugins install clawhub:crusheart-autobrain-turbo
🦞 灵枢AutoBrain
Give your OpenClaw agent a brain — long-term memory, anti-hallucination, self-evolution, and workflow orchestration, out of the box.
✨ What It Does
AutoBrain is a plugin + skill hybrid pack that upgrades any OpenClaw agent from a stateless chatbot to a persistent, self-improving AI companion. It hooks into the agent lifecycle and deploys 62 Python engines across 8 engine groups + 3 subsystems — no manual setup required.
| Capability | What You Get |
|---|---|
| 🧠 Long-term Memory | 5-layer memory (session → short-term → dream consolidation → archive → vector retrieval). Remembers who you are between sessions. |
| 🛡️ Anti-Hallucination | Authority domain whitelist, knowledge assertion validation, multi-source cross-verification (16 engines). |
| 🔄 Self-Evolution | LLM-as-Judge self-scoring + Reflexion reflection (failure pattern, root cause, fix strategy). |
| 🎯 Dual-Mode + R-CCAM | Fast path for simple Q&A, deep reasoning for complex tasks. R-CCAM classifier for query complexity routing. |
| 🩺 Health Check | Daily cron — engine status, disk space, gateway health, anomaly detection (0-100 scoring). |
| 🔌 Failover + Error Isolation | Auto-switch to backup model when primary fails. Circuit breaker with timeout protection, auto-retry, and checkpoint resume. |
| 🔀 Workflow Orchestration | Multi-skill coordination, conflict detection, task routing, rule engine. |
| 📋 Context Capsule (DAG) | DAG-based context management with incremental summarization. SQLite-backed, retains message dependencies. |
| 🔍 Enhanced Retrieval | Query rewriting + RRF fusion + retrieval confidence evaluation for higher recall accuracy. |
| 🧵 Background Sub-Agents | Async task dispatch + subagent spawn with heartbeat, timeout recovery, and SQLite persistence. |
🚀 Quick Start
Prerequisites
- OpenClaw ≥ 2026.5.0
- Node.js ≥ 18
- Python ≥ 3.10
Install
# ⚠️
openclaw plugins install --dangerously-force-unsafe-install ./crusheart-plugin/
# Restart gateway
supervisorctl restart openclaw-gateway
Why
--dangerously-force-unsafe-install? The plugin'sindex.jscallschild_processto execute Python engines during bootstrap. This is a false positive — the code is local, not remote.
Verify
openclaw plugins list | grep crusheart
# Bootstrap log should show:
# ✅ Engine deployment complete
# ✅ Init wizard: 8 steps passed
# ✅ 2 cron jobs registered
🏗️ Architecture
openclaw-gateway
│
├── crusheart-autobrain-turbo (plugin)
│ ├── index.js ← Node.js bridge to 4 lifecycle hooks
│ ├── bundle/crusheart-core.tar.gz ← 62 Python engines (deployed at bootstrap)
│ └── skill/ ← OpenClaw skill metadata
│
├── core/engines/ ← Deployed to workspace (8 groups)
│ ├── init/ (12) — Config, session, context capsule, auto-loader
│ ├── memory/ (7) — 5-layer memory, vector index, dynamic profile
│ ├── quality/ (11) — Anti-hallucination, judge engine, anomaly detection
│ ├── operations/ (7) — Health check, decision core, autonomy cycle
│ ├── workflow/ (6) — Orchestrator, rule engine, serial lanes
│ ├── tools/ (13) — Failover, DB, template library, insight engine
│ ├── hooks/ (4) — Dual-mode classifier, self-evolution
│ └── compat/ (2) — Third-party engine adapter & registry
│
├── core/pipeline/ (10) — 10-stage message pipeline
├── core/planner/ (6) — Goal parsing & task decomposition
└── core/capability/ (1) — Task graph models
📦 What's Included
| Artifact | Path | Purpose |
|---|---|---|
| Plugin entry | index.js | Bridges Python engines into OpenClaw lifecycle hooks |
| Plugin manifest | openclaw.plugin.json | OpenClaw plugin registration |
| Engine bundle | bundle/crusheart-core.tar.gz | 62 Python engines + pipeline + planner |
| Skill metadata | skill/_meta.json | Skill marketplace registration |
| Skill doc | skill/SKILL.md | Skill documentation |
| Readme (this file) | README.md | English readme |
| Architecture reference | bundle/ARCHITECTURE.md | Full architecture with file lookup |
| System rules | bundle/SOUL.md | Iron rules for agent behavior (deployed to workspace) |
| Install guide | bundle/INSTALL_GUIDE.md | Installation wizard documentation |
| Auto-deployed scripts | bundle/*.py, bundle/*.sh | 8 scripts deployed to workspace scripts/ |
🔧 Configuration
Environment Variables (optional)
| Variable | Purpose | Default |
|---|---|---|
EMBEDDING_API_URL | Remote embedding service URL | (local TF-IDF fallback) |
EMBEDDING_API_KEY | Bearer token for embedding API | (none) |
FALLBACK_MODEL | Backup model when primary fails | (user-configured) |
CRUSHEART_PYTHON | Python interpreter path | python3 |
Without these, the system falls back to local TF-IDF vector search — slightly less accurate but fully functional.
Cron Jobs (auto-registered)
| Time | Name | Description |
|---|---|---|
0 1 * 0 0 | Unified maintenance + memory maintenance | Health check + memory consolidation + system cleanup + dream scan + replay distill + execution review + memory scan/archive/index rebuild + skill scan |
0 5 * 0 0 | Engine re-init + version check | init_engines.py --bootstrap + version_check.py check for new release |
Feedback: HIM603070@gmail.com