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continuous-improvement

Automates a driver-tick loop for recurring project review and improvement with safety rules and dispatched reviewers.

Updated May 4, 2026
Search Tags:#project management#continuous improvement#safety rules#reviewer dispatch#driver-tick loop
One-click install
npx skills add https://github.com/cjohnhanson/almanac --skill continuous-improvement-cjohnhanson
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-improvement
Source: https://github.com/cjohnhanson/almanac/tree/main/skills/continuous-improvement
Command: npx skills add https://github.com/cjohnhanson/almanac --skill continuous-improvement-cjohnhanson

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill ensures that long-running project sessions remain productive by automating a driver-tick loop with safety rails, reviewer dispatch, and inline mechanical catches.

Core Features & Use Cases

  • Driver-Tick Loop: Automates a regular cadence of project reviews and checks.
  • Safety Rails: Enforces project-specific rules to prevent irreversible mistakes.
  • Reviewer Dispatch: Dispatches fresh-eyes reviewers across various review dimensions.
  • Mechanical Catches: Applies inline mechanical catches for quick fixes.
  • Use Case: Ideal for projects requiring continuous review coverage over extended periods.

Quick Start

Set up the cadence and schedule a recurring prompt. Run the skill to start the driver-tick loop.

Frequently Asked Questions about continuous-improvement

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

FAQPage Schema
How do I automate continuous project review and improvement loops?▼

Automate continuous project review by setting up a driver-tick loop that runs on a scheduled recurring prompt, dispatching reviewers across dimensions and applying inline mechanical catches.

What is a driver-tick loop for project management?▼

A driver-tick loop is an automated cadence mechanism for project management that regularly triggers reviews, enforces safety rails, and handles in-flight subagents to maintain long-running session productivity.

How do I enforce safety rules to prevent irreversible mistakes during automated reviews?▼

Enforce safety rules by configuring project-specific safety rails within the continuous improvement loop, which act as inline mechanical catches to prevent irreversible mistakes during automated reviews.

Can I dispatch fresh-eyes reviewers across multiple dimensions for long-running projects?▼

Yes, you can dispatch fresh-eyes reviewers across various review dimensions by running the continuous improvement skill, which handles in-flight subagents during the driver-tick loop.

What are the limitations of using an automated driver-tick loop for continuous improvement?▼

Limitations include the need to schedule a recurring prompt and manage in-flight subagents, making the driver-tick loop less suited for short, one-off tasks that do not require extended continuous review coverage.

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