framework

Route tasks to appropriate workflows and apply lifecycle conventions in academicOps.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/nicsuzor/aops-dist --skill framework
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: framework
Source: https://github.com/nicsuzor/aops-dist/tree/main/aops-claude/skills/framework
Command: npx skills add https://github.com/nicsuzor/aops-dist --skill framework

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Framework Skill provides a centralized entry point for infrastructure work in academicOps, handling workflow routing, task lifecycle procedures, and categorical conventions to ensure consistent execution and auditability.

Core Features & Use Cases

  • Workflow routing: Directs tasks to the appropriate design, experiment, or maintenance workflows.
  • Task lifecycle management: Implements the full lifecycle from pre-work to post-work, including planning, execution, and QA verification.
  • Conventions enforcement: Enforces AXIOMS and related framework guardrails to ensure compliance and traceability.

Quick Start

Route a new task through the framework to activate the standard lifecycle, e.g., "invoke framework for a new task" and watch it flow through planning, execution, and review.

Frequently Asked Questions about framework

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I enforce workflow routing and guardrails for task lifecycle management?

Task lifecycle management works by routing tasks to appropriate workflows and applying formal review gates and conventions from pre-work to post-work. This enforces AXIOMS and guardrails, ensuring deterministic behavior, compliance, and auditability across academicOps infrastructure tasks.

How do I route a new task through a framework to activate the standard lifecycle?

To route a new task, invoke the framework to automatically flow the task through planning, execution, and QA verification. This activates the standard lifecycle, applying formal review gates and enforcing guardrails to ensure consistent execution and compliance.

Can I use framework conventions for debugging and testing tasks in academicOps?

Yes, framework conventions are applicable across design, debugging, testing, and governance tasks within academicOps. The framework enforces AXIOMS and categorical conventions to ensure deterministic behavior and compliance for these specific task types.

What is the best way to ensure auditability and compliance for academicOps infrastructure work?

To ensure auditability and compliance, use a centralized framework entry point that enforces AXIOMS and formal review gates. This provides traceability by applying task lifecycle procedures and categorical conventions to all infrastructure work.

When do I need to apply formal review gates and axioms to a task workflow?

You need to apply formal review gates and axioms when deterministic behavior and compliance are required for a task. The framework enforces these guardrails during the task lifecycle to guarantee consistent execution, auditability, and adherence to conventions.