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README.md

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+---
+license: apache-2.0
+tags:
+  - security
+  - ai-agents
+  - mcp
+  - nanomind
+  - opena2a
+  - threat-detection
+datasets:
+  - opena2a/nanomind-training
+metrics:
+  - accuracy
+  - f1
+model-index:
+  - name: nanomind-security-classifier
+    results:
+      - task:
+          type: text-classification
+          name: AI Agent Threat Classification
+        metrics:
+          - name: Eval Accuracy
+            type: accuracy
+            value: 0.9701
+---
+
+# nanomind-security-classifier v0.3.0
+
+Base 9-class threat classifier for AI agent security scanning
+
+Part of the [OpenA2A](https://opena2a.org) security ecosystem.
+Used by [HackMyAgent](https://github.com/opena2a-org/hackmyagent) for AI agent security scanning.
+
+## Metrics
+
+| Metric | Value |
+|--------|-------|
+| Eval accuracy | 97.01% |
+| Training samples | None |
+| Eval samples | None |
+| Attack classes | 9 |
+| Training corpus | sft-v5 |
+
+## Architecture
+
+- **Type:** Mamba TME (8 blocks, d_model=128, d_state=64)
+- **Inference:** ONNX (Node.js via onnxruntime-node) or NPZ weights
+- **Latency:** Sub-2ms on CPU
+
+## Attack Classes (9)
+
+exfiltration, injection, privilege_escalation, persistence, credential_abuse, lateral_movement, social_engineering, policy_violation, benign
+
+## Usage
+
+```bash
+# Install HackMyAgent (includes NanoMind inference)
+npm install -g hackmyagent
+
+# Scan an MCP server or AI agent project
+hackmyagent scan ./my-agent --deep
+
+# Or use via OpenA2A CLI
+npx opena2a scan ./my-agent
+```
+
+## Training
+
+Trained on Apple Silicon (MLX) using curated security corpus from:
+- [DVAA](https://github.com/opena2a-org/damn-vulnerable-ai-agent) attack payloads
+- [AgentPwn](https://agentpwn.com) honeypot captures
+- [OASB](https://oasb.org) benchmark dataset
+- OpenA2A Registry skill descriptions
+
+## License
+
+Apache-2.0. Free for commercial and non-commercial use.
+
+## Citation
+
+```bibtex
+@software{nanomind,
+  title = {NanoMind Security Classifier},
+  author = {OpenA2A},
+  url = {https://github.com/opena2a-org/nanomind},
+  version = {0.3.0},
+  year = {2026}
+}
+```