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CevenJKnowles/README.md

Ceven Jupiter Knowles

AI Workflow Designer · Prompt Engineering · Systems Architecture

I design governed AI systems that convert complex cognitive processes into reliable, auditable, and repeatable structures.
My work focuses on prompt engineering, LLM operations, documentation governance, and AI-enabled workflow design for real-world environments.

🏛 Core Infrastructure

  • CJK KnowledgeHub
    Structured AI portfolio system demonstrating governed prompt engineering, evaluation frameworks, and applied documentation architecture.

  • cjk-knowledgehub-governance
    Internal control and governance layer for the KnowledgeHub. Defines ADRs, phase freezes, control gates, deterministic naming conventions, and structural invariants.

🧠 Systems & Frameworks

  • Prompt Pattern Library
    Open-source library of structured, metadata-rich prompt patterns with evaluation criteria and failure-mode documentation.

  • Io Persona Blueprint
    Architecture framework for disciplined, mode-aware interaction with LLM systems, including governance protocols and reasoning controls.

🛠 Capabilities

  • AI Workflow Architecture
  • Prompt Engineering & LLM Operations
  • Multi-Stage Prompt Chains
  • Governance & Documentation Systems
  • Process Automation
  • Python for AI Applications

🌍 Connect

Pinned Loading

  1. cjk-knowledgehub cjk-knowledgehub Public

    Portfolio bridging media design background into current AI/tech work. Showcases interdisciplinary projects, skill examples, and professional trajectory.

    Shell

  2. cjk-knowledgehub-governance cjk-knowledgehub-governance Public

    Documentation for the creation and project management of the git repo "CJK_KnowledgeHub"

  3. io-architecture io-architecture Public

    Building a governance-first control-plane for portable, locally orchestrated LLM systems with deterministic routing and bounded execution.

    Python

  4. prompt-pattern-library prompt-pattern-library Public

    Developing a comprehensive taxonomy system for prompt patterns (18 domains, 150+ categories). Includes definitions, use cases, error handling, and inter-pattern compatibility. Active work in progress.

    1