butterclaw
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- License — License: Apache-2.0
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- eval() — Dynamic code execution via eval() in policy_engine.py
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A local-first agentic SOC & security watchdog for autonomous AI agents. Dual‑hemisphere Gemma 4 reasoning, behavioral drift tracking, event ledger, and kinetic response via the ButterVault. Protects OpenClaw, Hermes-Agent, and other MCP-based agents from prompt injection and rogue behavior.
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🦞 ButterClaw: The Agentic SOC
Runtime security enforcement for autonomous AI agents. Local LLM reasoning. No cloud. No telemetry. SIGKILLs rogue processes.

Local-first kinetic response system for autonomous AI. ButterClaw uses a localized reasoning engine to catch obfuscated prompt injections. Featuring the ButterVault: a zero-trust credential locker that physically shreds your API keys, OAuth tokens, and API key hashes into cryptographic garbage if a breach is detected. Now with deterministic policy guardrails, external alert dispatch, and production-ready deployment packaging — the Sentinel ships anywhere. Evaluation before Execution.
Traditional security perimeters fail when an authorized AI Agent is compromised via an Indirect Prompt Injection or Cross-Site WebSocket Hijacking (CSWH). ButterClaw acts as an "LLM-in-the-middle" Security Operations Center (SOC), actively monitoring raw OS-level telemetry.
Not affiliated with
butterclaw.ai, OpenClaw, or any OpenClaw forks.
ButterClaw Tech has its own architecture, runtime, and execution semantics.
Looking for a hosted agent framework? →butterclaw.aior OpenClaw.
Looking for a local-first kinetic security layer? → You're here.
How It Works
Incoming agent log / tool call
│
▼
┌─────────────────────────┐
│ Arsenal (pre-brain) │ ← 7 regex signatures, fires in milliseconds
│ sig_kin_01, sig_cswh_01│ SIGKILL or BLOCK on match — LLM never called
└────────────┬────────────┘
│ no match
▼
┌─────────────────────────┐
│ Guardian Brain │ ← Local Ollama, temperature 0.3, action mandate
│ (ask_guardian_agent) │ behavioral drift: last 5 MCP calls as context
└────────────┬────────────┘
│
▼
┌─────────────────────────┐
│ Auditor │ ← Same local model, temperature 0.0, skepticism mandate
│ (run_self_audit) │ independently verifies the Guardian's verdict
└────────────┬────────────┘
│ CRITICAL verdict
▼
┌─────────────────────────┐
│ Kinetic Response │ ← SIGKILL rogue process and/or Gibson credential shred
│ + Alert Dispatch │ ntfy / Discord / Telegram / SMTP / Webhook / Gotify
└─────────────────────────┘
Everything runs on your machine. SQLite for state. No outbound data.
How It Compares
| ButterClaw | Halo | LangSmith / LangFuse | Traditional WAF / IDS | |
|---|---|---|---|---|
| Deployment | Self-hosted, local | Cloud-hosted | Cloud-hosted | Self-hosted |
| LLM reasoning | Local Ollama — stays on your machine | Cloud API calls | None | None |
| Telemetry | Zero — SQLite only, no outbound data | Sent to Halo cloud | Sent to vendor cloud | Network-layer only |
| Agent framework | Model-agnostic — any agent producing log output | Specific LLM provider APIs | LangChain / LlamaIndex native | None |
| What it monitors | OS-level telemetry + MCP tool call chain | LLM API calls | LLM traces and spans | Network traffic |
| Pre-LLM gate | ✅ Arsenal — 7 regex signatures fire before inference | ❌ | ❌ | ❌ |
| Behavioral drift | ✅ Last 5 MCP tool calls as verdict context | ❌ | ✅ Tracing only — no enforcement | ❌ |
| Verdict mechanism | Dual-pass: Guardian Brain (0.3) + Auditor (0.0) | Single LLM evaluation | Logging only | Rule-based |
| Kinetic response | ✅ SIGKILL rogue process | ❌ Alert only | ❌ | ❌ Alert / block |
| Credential shredding | ✅ Active HTTP revocation + local vault wipe | ❌ | ❌ | ❌ |
| Deterministic policy engine | ✅ 15 operators, no eval(), 3 scopes | ❌ | ❌ | ✅ Varies |
| Live-fire test suite | ✅ 25/25 reproducible — clone and run | ❌ | ❌ | Varies |
| Dependencies | 7 pip packages | Managed service | Managed service | Varies |
| License | Apache 2.0 | Proprietary | Apache 2.0 | Varies |
LangSmith and LangFuse are observability tools — they log what your agent did.
ButterClaw is a security enforcement layer — it intervenes and executes kinetic responses.
These solve different problems.
The Arsenal — 7 Signatures (v0.6.7)
All 7 patterns rebuilt sanitizer-aware in v0.6.7. Validated against the exact characterswatcher.py's sanitize_log_line() strips before payloads reach the engine.
| ID | Name | Severity | Scope | Response |
|---|---|---|---|---|
sig_cswh_01 |
CSWH WebSocket Port Scanning | 🔴 CRITICAL | pre_brain | SIGKILL |
sig_exfil_01 |
Credential Exfiltration via Network Tool | 🔴 CRITICAL | pre_brain | SIGKILL |
sig_exfil_02 |
Base64 Exfiltration Pipeline | 🟡 WARNING | pre_brain | BLOCK |
sig_inj_01 |
System Prompt Override / Jailbreak | 🟡 WARNING | pre_brain | BLOCK |
sig_kin_01 |
Reverse Shell Indicators | 🔴 CRITICAL | pre_brain | SIGKILL |
sig_exfil_03 🆕 |
Cloud Metadata Service Probe | 🔴 CRITICAL | pre_tool | SIGKILL |
sig_kin_02 🆕 |
Persistence Mechanism Injection | 🔴 CRITICAL | pre_brain | SIGKILL |
Quick Start
Requires: Docker · Ollama running on the host · a consumer GPU (CPU fallback works, slower)
Option A: One-Click Autonomous Install (<60s)
curl -sSL https://raw.githubusercontent.com/butterclaw-tech/butterclaw/main/install.sh | bash
Option B: Manual Docker Compose Stack
git clone https://github.com/butterclaw-tech/butterclaw.git
cd butterclaw
# Pull the model
ollama pull gemma4:e4b
ollama create butterclaw-optimized -f Modelfile.example
# Configure
cp .env.example .env
# Edit .env — set BUTTERCLAW_INSTANCE_ID and BUTTERCLAW_ALERT_NTFY_TOPIC at minimum
# 2. Generate Local TLS Certificates (for nginx)
mkdir -p nginx/certs
docker run --rm -v "${PWD}/nginx/certs:/certs" alpine/openssl req -x509 -nodes \
-days 365 -newkey rsa:2048 \
-keyout /certs/butterclaw.key -out /certs/butterclaw.crt -subj "/CN=localhost"
# 3. Ignite the Exoskeleton
docker compose up -d --build
# 4. Grab your Bootstrap Admin API Key (look for the 🔐 [AUTH] line)
docker compose logs -f butterclaw
On first boot, look for the 🔑 [AUTH] line in docker compose logs -f butterclaw — that's your bootstrap admin API key. Shown once.
# Launch the live TUI dashboard
./dash
Dashboard → https://localhost · ntfy UI → http://localhost:2586
→ Full deployment guide (systemd, bare-metal, TLS): docs/DEPLOYMENT.md
Live-Fire Test Suite
# 1. Inject custom test signature into the live engine
python scripts/add_rule.py
# 2. Fire the simulated attack suite against the Arsenal
python scripts/test_attack.py
=================================================================
RESULT: 25/25 passed | 0 failed | 0 connection errors
=================================================================
25 attack variants across all 7 signatures. Payloads pre-sanitized to match real engine
input. CI-compatible — exits with code 1 on any failure.
Key Features
- The Paranoia Dial — Level 1 (Observe), Level 2 (SIGKILL), Level 3 (SIGKILL + vault shred). Switch at runtime without restart.
- ButterVault + Gibson Kill Switch — Fernet-encrypted credential vault. On compromise: fires live HTTP DELETE/POST to GitHub and OAuth providers to invalidate tokens globally, then shreds local data atomically.
- Deterministic Policy Engine — 3-scope pipeline (pre-brain / post-brain / pre-tool), 15 safe operators, no
eval(). Implements the DRIFT framework pattern. - 6 Alert Channels — ntfy (self-hosted), Discord, Telegram, SMTP, Webhook (HMAC-SHA256 signed), Gotify. Fires before any kinetic action.
- 4-Tier RBAC — infrastructure / admin / operator / viewer. HMAC-SHA256 API keys and session tokens.
- 49 API routes — full programmatic control over every subsystem. →
docs/API.md
Documentation
| Doc | Contents |
|---|---|
docs/ARCHITECTURE.md |
Dual-hemisphere reasoning, behavioral drift, design decisions D-01 through D-09 |
docs/API.md |
All 49 endpoints, roles, request/response shapes |
docs/DEPLOYMENT.md |
Docker, systemd, bare-metal, nginx TLS, backup/restore |
docs/SECURITY.md |
OWASP ASI mapping, threat model |
CHANGELOG.md |
Full version history from v0.1.0 |
CONTRIBUTING.md |
Architecture decision process, PR requirements |
Contributing & Co-Maintainers
ButterClaw is applying for the Agentic AI Foundation (AAIF) Growth Stage and is actively seeking security-focused co-maintainers — particularly those working with the Model Context Protocol (MCP) — to help scale the v0.7 stdio transport layer. Grab a good first issue or read CONTRIBUTING.md and GOVERNANCE.md.
License
Apache 2.0 — see LICENSE.
🦞 ButterClaw v0.6.7 — The Agentic SOC (The Arsenal Hardening)
Deterministic guardrails for probabilistic reasoning. Evaluation before execution.
The Sentinel never goes silent. We watch the room.
Built with unautclated telemetry. Yes, unautclated. 🦞
butterclaw.tech · GitHub
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