AI-Human Attribution Tracking Skill

Track human and AI contributions across software development phases.

1|Updated Jan 15, 2026

Search Tags:#workflow #logging #ai #ethics #transparency #attribution #human

Ready to run

npx skills add https://github.com/danicolms/ai-human-attribution-skill --skill ai-human-attribution-tracking-skill

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: AI-Human Attribution Tracking Skill
Source: https://github.com/danicolms/ai-human-attribution-skill/tree/main
Command: npx skills add https://github.com/danicolms/ai-human-attribution-skill --skill ai-human-attribution-tracking-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Transparent, auditable tracking of contributions between humans and AI across software projects, enabling honest attribution and reproducible histories.

Core Features & Use Cases

End-to-end attribution tracking across Conceptualization, Analysis, Implementation, and Validation.
Structured role matrix (Principal, Support, Equal, None) per phase with per-user deliverables and time estimates.
Easy integration with Claude Code and project docs via a ready-to-use AI-HUMAN-ATTRIBUTION.md template.

Quick Start

Import this skill into Claude Code and start documenting contributions with the included template.

Frequently Asked Questions about AI-Human Attribution Tracking Skill

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

FAQPage Schema

How do I track AI and human contributions in software development?▼

You can track AI and human contributions by defining a per-phase attribution matrix that logs deliverables, tools, time estimates, and notes. This process uses YAML frontmatter and a Markdown body to document roles across conceptualization, analysis, implementation, and validation phases.

What is the best way to document AI-assisted coding for transparent audits?▼

The best way to document AI-assisted coding is using a structured attribution template like AI-HUMAN-ATTRIBUTION.md. It enforces transparent logging of human and AI roles, ensuring reproducible project histories and honest ethical attribution across development tasks.

Can I use YAML frontmatter to log AI attribution for solo developers?▼

Yes, you can use YAML frontmatter to log AI attribution for solo developers. The tracking system is applicable to both solo and team workflows, structuring role matrices and deliverables seamlessly within your project documentation.

How does per-phase attribution work for code and documentation tasks?▼

Per-phase attribution works by assigning a role matrix of Principal, Support, Equal, or None to each development phase. It explicitly logs per-user deliverables, time estimates, commits, and notes for both code and documentation work.

Does Claude Code support automated human-AI attribution tracking?▼

Yes, Claude Code supports automated attribution tracking by loading a Markdown file with YAML frontmatter as context. This allows the assistant to enforce and document the structured human-AI contribution matrix during your software development tasks.