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agentic-systems

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Operationalizes PM insights through working agents grounded in GRC best practices. Provides prompt libraries and tools to identify governance and compliance risks before scaling programs, analytics initiatives, or AI systems.

  • Updated Jan 9, 2026
  • Jupyter Notebook

Hardened Public Release of KAIROS invocation governance framework. Includes invocation terms, ethical compliance clauses, regulatory mapping, and sample outputs. Licensed under CC BY-NC-ND 4.0. License: Do not auto-generate via GitHub. Use hardened License.txt

  • Updated Jul 10, 2025
  • Python

TRuCAL: Truth-Recursive universal Correction Attention Layer An open-source PyTorch toolkit for real-time AI alignment and adversarial robustness. TRuCAL works via recursive attention masking, entropy-based vulnerability detection, and coherence loops to mitigate hallucinations and deceptive outputs without retraining. Maintained by The Clean Room.

  • Updated Dec 17, 2025
  • Jupyter Notebook

Lybrary can be dropped into any AI-assisted development workspace. It gives humans and agents a shared, well-structured home for Markdown documents, prompts, specs, and playbooks so context stays organized across experiments, sessions, and handoffs.

  • Updated Nov 9, 2025

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