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szl-cookbook — Governed AI Engineering Recipes

License: Apache 2.0 DOI

Source mirror of github.com/szl-holdings/szl-cookbook. 9 SKILL.md patterns for building governed AI systems on the SZL substrate, covering the Anthropic MCP pattern, DSSE receipt integration, and OTel span emission.

Signal Value
Recipe patterns 9 SKILL.md files
MCP pattern Anthropic-compatible
License Apache-2.0

Contents

Recipe Description
SKILL_01 MCP receipt emit pattern
SKILL_02 DSSE envelope construction
SKILL_03 OTel span attachment
SKILL_04 Λ-axis policy gate
SKILL_05 SLSA attestation
SKILL_06 Bekenstein context budget
SKILL_07 PAC-Bayes stability check
SKILL_08 Reidemeister audit closure
SKILL_09 Cross-component receipt chain

Cross-links

Citation (BibTeX)

@misc{lutar2026ouroboros,
  title  = {Ouroboros: Formal Verification of Agentic AI Governance — v18.0},
  author = {Lutar, Stephen P.},
  year   = {2026},
  doi    = {10.5281/zenodo.20434276},
  url    = {https://doi.org/10.5281/zenodo.20434276}
}

Contact

Stephen P. Lutar · stephen@szlholdings.com
ORCID
github.com/szl-holdings · huggingface.co/SZLHOLDINGS


Doctrine v6 strict — no marketing superlatives — every claim verifiable.

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