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oonyl/README.md

Oonyl

AI systems builder from the business side

I turn operational problems into tested agent systems, decision tools, and reusable workflows.

This is my public build record: working artifacts, adversarial evaluations, documented failure cases, and explicit boundaries.

Featured open-source project

Consequence Rail

A reference protocol and zero-dependency runtime for recourse-gated autonomous actions. It can require signed recovery-preflight evidence before execution, then verifies world state and produces a signed settlement receipt.

Open-source projects

Flagship systems

  • MandateBound: Evidence readiness and deterministic dispute replay for UCP/AP2 agentic commerce.

Agent infrastructure

  • Agent Team: A reusable skill for coordinating bounded specialist-agent workflows with independent auditing.
  • Constitutional Agent Testbench: A deterministic Python testbench with PrecedenceTrace for detecting outcome, evidence, and participation changes across peer-rule permutations.

Decision methods

  • Unconventional Moves: A reusable decision skill for practical, non-obvious approaches with reversible 48-hour tests.

How I build

Business problem → specification → implementation → adversarial evaluation → acceptance

Authorship

I direct problem selection, product direction, requirements, business judgment, evaluation, rights review, and final acceptance for the projects published here.

Pinned Loading

  1. consequence-rail consequence-rail Public

    Recourse-gated execution, recovery preflight, and signed settlement receipts for autonomous actions.

    JavaScript

  2. mandatebound mandatebound Public

    Evidence readiness and deterministic dispute replay for UCP/AP2 agentic commerce.

    TypeScript

  3. constitutional-agent-testbench constitutional-agent-testbench Public

    Deterministic policy evaluation and precedence tracing for structured agent responses.

    Python

  4. agent-team-os agent-team-os Public

    A Codex skill for coordinating bounded specialist-agent workflows with independent auditing.

  5. unconventional-moves unconventional-moves Public

    A Codex skill for practical, non-obvious approaches with reversible 48-hour tests.