iteration

Generate a Human Responsibility file and V2 governance plan from templates.

Updated Jan 30, 2026
One-click install
npx skills add https://github.com/gtylee/CodexGAS --skill iteration
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: iteration
Source: https://github.com/gtylee/CodexGAS/tree/main/modelgas/skills/iteration
Command: npx skills add https://github.com/gtylee/CodexGAS --skill iteration

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill streamlines the creation of auditable governance artifacts by generating a Human Responsibility file and a V2 plan, ensuring clear ownership, unknowns management, and delta-tracking.

Core Features & Use Cases

  • Generate a populated Human Responsibility file using the provided responsibility_template.md.
  • Produce a concrete V2 plan that captures deltas vs prior plans and flags blocking unknowns.
  • Group unknowns by document section and assign owner roles; produce actionable next steps for remediation.
  • Provide an evidence-backed delta summary when re-running on an existing project context.

Quick Start

Run the Iteration skill with required inputs (skill outputs 1–8, any prior plan, and templates under data/). The tool will output a populated Human Responsibility file and a V2 plan.

Frequently Asked Questions about iteration

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

FAQPage Schema
How do I generate a human responsibility file for model governance workflows?

To generate a human responsibility file for model governance, you populate the responsibility_template.md with explicit human declarations, ownership roles, and structured risk controls to ensure clear accountability across iterations.

How does delta tracking work when planning iterations for CodexGAS projects?

Delta tracking works by comparing the current V2 plan against prior plans to identify changes, capturing evidence-backed deltas and flagging blocking unknowns grouped by document section with assigned owner roles.

What is the best way to manage unknowns and remediation steps in a governance plan?

The best way to manage unknowns in a governance plan is to group them by document section, assign specific owner roles for accountability, and produce actionable next steps for targeted remediation.

Do I need prior skill outputs to create an auditable V2 governance plan?

Yes, you need prior skill outputs 1 through 8 and any existing prior plan as inputs. The tool consumes these to produce a ready-to-evaluate delta summary and the populated governance artifacts.

Can I align human responsibility with governance using standard planning templates?

Yes, you can align human responsibility with governance by enforcing the use of data/responsibility_template.md and data/planning_template.md to generate structured, auditable artifacts with clear ownership.