evolve

Create an evolution plan from source plan artifacts without rewriting code.

1|Updated Apr 6, 2026
One-click install
npx skills add https://github.com/Honigbart/honeyflow --skill evolve-honigbart
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: evolve
Source: https://github.com/Honigbart/honeyflow/tree/main/evolve
Command: npx skills add https://github.com/Honigbart/honeyflow --skill evolve-honigbart

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Evolve helps teams extend an already implemented feature, module, workflow, MVP, or product into a more capable v2 without starting from scratch, preserving working parts and learning from what exists.

Core Features & Use Cases

  • Creates a new evolution plan slug referencing the source plan.
  • Produces .ai/plans/<new-slug>/evolution_plan.md with a project-aware assessment, high-leverage improvements, a phased roadmap, and concrete next steps.
  • Reads source plan artifacts (final_plan.md, execution_state.md, claude_brainstorm.md, codex_critique.md) to ground the evolution in reality.
  • Keeps the source plan intact and does not trigger execution during evolution.

Quick Start

Create a new evolution plan slug referencing the source plan and generate an evolution_plan.md with a grounded, phased roadmap.

Frequently Asked Questions about evolve

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

FAQPage Schema
How do I plan a feature improvement for an existing MVP without rewriting the codebase?

To plan feature improvement without a rewrite, you need an evolution plan that reads existing source artifacts and generates a phased roadmap. This approach preserves working implementation parts while targeting high-leverage upgrades for your next version.

What is the best way to create a v2 roadmap from existing product development plans?

Creating a v2 roadmap from existing plans involves grounding the evolution in source artifacts like final plans and execution states. This produces a new project-aware evolution plan with concrete next steps rather than starting development from scratch.

Can I evolve an implemented module into a stronger version without triggering execution?

Yes, you can evolve an implemented module without triggering execution. The evolution process keeps the source plan intact and only generates a new evolution_plan.md document, ensuring no automated execution occurs during the planning phase.

Do I need source plan artifacts to ground my product evolution roadmap?

Yes, source plan artifacts are required to ground your product evolution roadmap. The process reads files like final_plan.md, execution_state.md, and brainstorm documents to ensure the v2 evolution plan is based on the actual implemented reality.

How does generating an evolution plan help with MVP feature development?

Generating an evolution plan helps MVP feature development by assessing the current implementation and identifying high-leverage improvements. It outputs a phased roadmap document that maintains traceability to the original source plan for your v2 upgrade.

When should I not use an evolution plan for my next product version?

You should not use an evolution plan when a complete system rewrite is necessary. This approach is designed to extend and improve already implemented features, modules, or workflows by preserving working parts rather than replacing the entire architecture.