zouroboros-prescribe

Community

Autonomously generate safe improvement prescriptions

Authormarlandoj
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Converts introspection scorecards into actionable remediation artifacts so teams can close system health gaps without manual spec drafting and reduces time to remediate weakest subsystems.

Core Features & Use Cases

  • Seed YAML generation: Produces a spec-first seed YAML that defines goals, constraints, and acceptance criteria for an improvement cycle.
  • Autoloop program creation: Emits a program.md in autoloop format to drive autonomous metric optimization and orchestration.
  • Governor safety gating: Flags high-risk prescriptions for human approval based on schema, file, routing, and ambiguity thresholds.
  • Use Case: Run on an introspection scorecard to identify a memory subsystem regression, map it to a playbook, and generate fixtures plus an autoloop program for automated repair.

Quick Start

Run the prescriber on a scorecard or live introspection to generate a seed YAML and autoloop program for the identified weakest metric.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: zouroboros-prescribe
Download link: https://github.com/marlandoj/zouroboros/archive/main.zip#zouroboros-prescribe

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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