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No black boxes. No probabilistic guessing. Every verdict is reproducible.\n\n---\n\n## Screenshots\n\n![DCL NO_COMMIT — jailbreak detected](screenshots/1.png)\n\n![DCL NO_COMMIT — full audit trail](screenshots/3.png)\n\n![DCL COMMIT — agent response approved](screenshots/4.png)\n\n![DCL DriftMonitor — Z-test statistical analysis](screenshots/2.png)\n\n---\n\n## Features\n\n- Policy editor with drag \u0026 drop YAML support\n- AI agent output evaluation — **COMMIT** or **NO_COMMIT**\n- Local AI agent integration via [Ollama](https://ollama.com)\n- Cryptographic audit trail with export to CSV / JSON\n- Statistical drift detection with 4 threat levels\n- Dark / Light theme\n- Works fully offline — no data leaves your machine\n\n---\n\n## Built with\n\n![Go](https://img.shields.io/badge/Go-00ADD8?style=for-the-badge\u0026logo=go\u0026logoColor=white)\n![React](https://img.shields.io/badge/React-20232A?style=for-the-badge\u0026logo=react\u0026logoColor=61DAFB)\n![Wails](https://img.shields.io/badge/Wails-FF3E00?style=for-the-badge\u0026logo=wails\u0026logoColor=white)\n![Ollama](https://img.shields.io/badge/Ollama-000000?style=for-the-badge\u0026logo=ollama\u0026logoColor=white)\n\n---\n\n## Use Cases\n\n- AI compliance for regulated industries (finance, healthcare, government)\n- Audit trail generation for regulatory reporting\n- Policy testing before AI agent deployment\n- AI safety research and monitoring\n\n---\n\n## Status\n\n![Version](https://img.shields.io/badge/version-1.0.0-blue?style=flat-square)\n![Status](https://img.shields.io/badge/status-active-brightgreen?style=flat-square)\n![License](https://img.shields.io/badge/license-proprietary-red?style=flat-square)\n\n\u003e Core architecture is under IP protection.  \n\u003e This repository contains the public application layer.\n\n---\n\n## Download\n[Windows .exe v1.0.0](https://github.com/DariRinch/dcl-app/releases)\n\n## Contact\n\nEnterprise / commercial use, custom features, on-prem support:  \n📧 KeyKeeper_42@proton.me\n\n---\n\n*© 2026 Fronesis Labs*\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdaririnch%2Fdcl-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdaririnch%2Fdcl-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdaririnch%2Fdcl-app/lists"}