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butterfreezone

Generate a provenance-tagged, checksum-verified BUTTERFREEZONE.md with cited sources.

Updated Aug 23, 2026
Search Tags:#documentation#validation#provenance#checksum#source-citation#butterfreezone#agent-readme
One-click install
npx skills add https://github.com/project-purupuru/world-purupuru --skill butterfreezone-project-purupuru
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: butterfreezone
Source: https://github.com/project-purupuru/world-purupuru/tree/main/.claude/skills/butterfreezone-gen
Command: npx skills add https://github.com/project-purupuru/world-purupuru --skill butterfreezone-project-purupuru

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill automates the creation of a provenance-tagged, checksum-verified agent README (BUTTERFREEZONE.md) that anchors claims to cited sources, enabling reproducible context for AI agents.

Core Features & Use Cases

  • Provenance tagging and source citation for all claims.
  • Deterministic, checksum-verified generated README.
  • Use case: attach a grounded context to a project for AI agents to reference during planning and execution.

Quick Start

Run the butterfreezone-gen script to generate BUTTERFREEZONE.md for the project.

Frequently Asked Questions about butterfreezone

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

FAQPage Schema
How do I generate a provenance-tagged agent README for my code project?▼

Provenance tagging anchors all claims in your documentation to cited sources, ensuring reproducible context for AI agents. It enables deterministic agent workflows by verifying the exact origin of data used during planning and execution.

How do I validate the checksum of a generated BUTTERFREEZONE.md file?▼

You validate the checksum of a generated BUTTERFREEZONE.md file by running the post-generation butterfreezone-validate.sh script, which verifies document integrity and confirms that provenance tagging is correctly applied.

Does this documentation generator redact secrets when applying source citations?▼

Yes, the documentation generation process includes the redaction of secrets. It ensures that sensitive information is removed while applying provenance tagging and checksum verification to the agent context file.

What is the best way to provide verifiable provenance for AI agent context across workflows?▼

The best way to provide verifiable provenance for AI agent context is to generate a checksum-verified BUTTERFREEZONE.md that anchors all claims to cited sources, ensuring deterministic and reproducible project documentation.

Can I use this provenance tagging tool without installing external dependencies?▼

Yes, you can use this provenance tagging tool without installing external dependencies. The metadata indicates zero dependencies, allowing you to run the generation and validation scripts directly in your environment.

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