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.