feedback-loop

Automate selection, lifecycle, and health monitoring of runtime verification loops.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/nclandrei/dotfiles --skill feedback-loop-nclandrei
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: feedback-loop
Source: https://github.com/nclandrei/dotfiles/tree/main/config/skills/feedback-loop
Command: npx skills add https://github.com/nclandrei/dotfiles --skill feedback-loop-nclandrei

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires git, jj, lsof, curl, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Coordinating multiple verification loops and keeping them alive across tasks can be error-prone and slow. This skill provides a structured way to select the most appropriate loop, initialize shared state, and monitor health, so you can focus on task accuracy rather than orchestration.

Core Features & Use Cases

  • Centralized loop orchestration: automatically select, initialize, and reuse the best available loop for a task.
  • Shared runtime state: tracks PID, port, health URL, and health checks to detect stale loops.
  • Delegate lifecycle: supports delegating runtime ownership to other verification skills and maintaining a single source of truth for loop state.

Quick Start

Initialize the loop state in your repository and monitor its health status.

Frequently Asked Questions about feedback-loop

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

FAQPage Schema
How do I automate verification loops for software tasks without losing track of stale processes?

Automating verification loops requires a structured approach to select, initialize, and monitor runtime health. This skill orchestrates these loops by maintaining a lightweight state file, tracking PID, port, and health URL to ensure a trustworthy live verification surface across web UI, CLI/TUI, and API contexts.

What is the best way to manage shared runtime state for multiple devops verification loops?

Managing shared runtime state for multiple devops verification loops involves tracking process lifecycle signals like PID, port, and health URL. This skill maintains a single source of truth in a lightweight state file, allowing you to detect stale loops and reuse existing processes instead of duplicating orchestration efforts.

Can I delegate runtime ownership of a verification loop to other monitoring skills?

Yes, delegating runtime ownership of a verification loop to other monitoring skills is supported. This skill provides explicit ownership delegation, allowing other verification tools to take over the runtime lifecycle while maintaining a centralized state file for health monitoring and process continuity.

Does this feedback loop orchestration tool require specific dependencies like git or jj?

Yes, this feedback loop orchestration tool requires git, jj, lsof, and curl as dependencies. These command-line utilities are utilized to manage version control state, inspect open files and ports, and perform health checks against running verification loops.

How do I monitor the health of a runtime verification loop using bash scripts?

To monitor the health of a runtime verification loop using bash scripts, the system records specific health signals such as the process PID, active port, and a designated health URL. It then performs automated health checks against these endpoints to detect and clean up stale loops.

Why does my runtime verification loop keep losing track of the active port and process state?

Runtime verification loops lose track of active port and process state when orchestration lacks centralized tracking. This skill solves the issue by maintaining a lightweight state file that records the PID, port, and health URL, ensuring a single source of truth for loop health and preventing stale processes.