Built during the Mistral hackathon
Neurosymbolic governance layer for autonomous AI agents. SafeClaw validates every tool call, message, and action against OWL ontologies and SHACL constraints before execution.
SafeClaw/
├── safeclaw-service/ # Python FastAPI service (the brain)
│ ├── safeclaw/ # Core library
│ │ ├── ontologies/ # OWL + SHACL definitions
│ │ ├── constraints/ # 9-step validation pipeline
│ │ ├── engine/ # Hybrid reasoning engine
│ │ ├── cloud/ # Multi-tenant + API key auth
│ │ ├── api/ # FastAPI routes
│ │ ├── audit/ # Append-only JSONL logging
│ │ └── cli/ # CLI commands
│ └── tests/ # 330 tests
├── openclaw-safeclaw-plugin/ # TypeScript bridge for OpenClaw
│ ├── index.ts # Plugin hooks (~80 lines)
│ └── SKILL.md # ClawHub distribution docs
└── safeclaw-landing/ # FastHTML landing site + user dashboard
├── main.py # Routes, docs page, landing page
├── db.py # SQLite user/key models
└── dashboard/ # Dashboard pages (onboard, keys, prefs, agents)
Sign up at safeclaw.eu, get your API key from the onboarding wizard, then:
npm install -g openclaw-safeclaw-plugin
safeclaw connect sc_your_key_heresafeclaw connect writes your key to ~/.safeclaw/config.json — no environment variables needed.
cd safeclaw-service
python -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"
safeclaw init --user-id yourname
safeclaw serve
# → http://localhost:8420Then install and connect the plugin:
npm install -g openclaw-safeclaw-plugin
safeclaw connect sc_your_key --service-url http://localhost:8420/api/v1- Blocks dangerous actions - force push, deleting root, exposing secrets
- Enforces dependencies - tests must pass before git push
- Checks user preferences - confirmation for irreversible actions
- Governs messages - blocks sensitive data leaks, enforces contact rules
- Full audit trail - every decision logged with ontological justification
Every action passes through a 9-step validation:
- Agent Governance (token auth, kill switch, delegation detection)
- Action Classification (OWL reasoning + LLM)
- Role-Based Access (allowed/denied actions and resources)
- SHACL Shape Validation
- Policy Check
- Preference Check
- Dependency Check
- Temporal + Rate Limit
- Derived Rules
cd safeclaw-service
source .venv/bin/activate
python -m pytest tests/ -vMIT