open-loop-audit

Classify open loops from Obsidian, Notion, calendar, and Git as delegation or simulated work.

4|1|Updated Apr 11, 2026
One-click install
npx skills add https://github.com/m2ai-portfolio/m2ai-skills-pack --skill open-loop-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: open-loop-audit
Source: https://github.com/m2ai-portfolio/m2ai-skills-pack/tree/main/skills/open-loop-audit
Command: npx skills add https://github.com/m2ai-portfolio/m2ai-skills-pack --skill open-loop-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you identify and classify open loops (tasks, commitments, recurring work) as real delegation opportunities or simulated work, enabling smarter automation planning and workload governance.

Core Features & Use Cases

  • Gather open loops from multiple sources (Obsidian vault, Notion tasks, calendar recurrences, agent fleet tasks, and Git issues).
  • Classify each loop using the Land or Leave framework and produce structured results.
  • Prioritize delegation candidates and generate a clear report with ready-to-delegate items, simulated-work rationales, and decomposition guidance.

Quick Start

Provide your open-loop sources (vault, calendar, and tasks) and run the audit to generate a delegation-ready report.

Frequently Asked Questions about open-loop-audit

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

FAQPage Schema
How do I audit open loops and identify real delegation opportunities?

To audit open loops, the Skill gathers tasks and commitments from sources like Obsidian and Notion, then classifies them using the Land or Leave framework to separate ready-to-delegate items from simulated work.

What is the Land or Leave framework for task management?

The Land or Leave framework is a classification method that evaluates open loops to determine whether they represent real delegation opportunities or simulated work, helping you prioritize tasks for automation and workload governance.

Can I gather open loops from multiple sources like Obsidian, Notion, and Git issues?

Yes, you can gather open loops from an Obsidian vault, Notion task databases, calendar entries, agent fleet tasks, and Git issues or PRs, with the Skill deduplicating results to produce a single structured delegation report.

How do I generate a delegation-ready report from my task databases?

Provide your task sources and run the audit to generate a structured report that includes ready-to-delegate items, simulated-work rationales, and a hybrid section with decomposition guidance and quick wins for smarter automation planning.

What is the best way to identify simulated work in my recurring tasks?

The best way to identify simulated work is applying the Land or Leave framework to your recurring tasks, which evaluates each open loop and provides specific rationales for why items represent simulated work rather than real delegation.

Do I need an existing task management setup to classify open loops?

You need existing open-loop sources such as an Obsidian vault, Notion task databases, calendar recurrences, or Git issues, as the Skill requires these inputs to deduplicate and classify your current workload.