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README.md

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-Edit this `README.md` markdown file to author your organization card.
+<a href="https://symbiont.dev" target="_blank"><img src="https://github.com/ThirdKeyAI/Symbiont/raw/main/logo-hz.png"></a>
+
+# 🐙 Symbiont on Hugging Face
+
+**Secure AI-agent runtime + specialized SLMs for high-trust workflows.**
+We build small, safety-forward models and datasets that power **policy-gated agents**—with verifiable audit trails, strong privacy, and reproducible evaluation.
+
+> 💡 Symbiont = an agent framework + DSL designed for zero-trust, cryptographically auditable automation. This org hosts the **models, datasets, and Spaces** that plug into Symbiont (and any standard HF/Transformers stack).
+
+---
+
+Main repo: https://github.com/ThirdKeyAI/Symbiont  
+Python SDK: https://github.com/ThirdKeyAI/symbiont-sdk-python  
+JS SDK: https://github.com/ThirdKeyAI/symbiont-sdk-js  
+Symbiont-Demos: https://github.com/ThirdKeyAI/symbiont-demos  
+
+---
+
+## 🔧 What you’ll find here (COMING SOON)
+
+* **Models (SLMs & classifiers)**
+
+  * Tool-use & routing specialists (reasoning-forward, small context).
+  * Safety & policy classifiers (e.g., tool-call SAFE/UNSAFE).
+  * Domain mini-experts (e.g., OSINT, compliance screening, data wrangling).
+
+* **Datasets**
+
+  * **Tool-calling** JSONL corpora (inputs → tools → expected calls).
+  * **Safety** corpora (policy violations, redaction targets, PII/secret patterns).
+  * **Domain** sets (financial filings snippets, entity linking, sanctions lexicons).
+
+* **Spaces (demos)**
+
+  * Policy-gated agent sandboxes (no secrets stored; ephemeral sessions).
+  * Evaluation dashboards (benchmarks, error taxonomies, confusion matrices).
+
+---
+
+## 🛡️ Principles
+
+* **Zero-trust by default:** models are small, auditable, and wrapped in policy.
+* **No training leakage:** org models don’t learn from your inputs.
+* **Reproducibility:** fixed seeds, dataset versions, and training cards per release.
+* **Privacy first:** redaction pipelines + opt-in logging with content digests only.
+* **Cryptographic traceability:** signed artifacts and hash-chained audit logs.
+
+---
+
+## 📣 Stay in touch
+
+* Website/Docs: [https://symbiont.dev](https://symbiont.dev) *(or your preferred site)*
+* Email: [team@symbiont.dev](mailto:team@symbiont.dev)
+
+---
+
+## 📜 Citation
+
+If you use our models or datasets in research, please cite:
+
+```
+@software{symbiont_ai_agents,
+  title  = {Symbiont: A Secure, Policy-Gated AI-Agent Runtime and SLM Suite},
+  year   = {2025},
+  url    = {https://symbiont.dev},
+  author = {ThirdKey.ai}
+}
+```
+
+---
+
+> Questions or special licensing needs (enterprise/redistribution)? Reach out—happy to help you deploy models inside **policy-enforced, auditable** agent workflows.
+