expert-improve

Automate iterative expert refinement of drafts through multi-round reviews.

Updated Aug 23, 2026

Search Tags:#workflow #versioning #feedback #improve #rounds #expert-review

Ready to run

npx skills add https://github.com/beam-ai-team/beam-next-skills --skill expert-improve

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: expert-improve
Source: https://github.com/beam-ai-team/beam-next-skills/tree/main/skills/general/expert-improve
Command: npx skills add https://github.com/beam-ai-team/beam-next-skills --skill expert-improve

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Iteratively refine work with expert feedback until it reaches excellence. Multiple passes, applies fixes, tracks improvement.

Core Features & Use Cases

Structured, multi-round critique from multiple experts to progressively improve drafts.
Auto-scoring and prioritization of changes based on consensus to focus effort.
Versioned deliverables with preserved originals and a clear improvement trail.
Use Case: Refine a whitepaper, proposal, or product plan by cycling through expert reviews until quality targets are met.

Quick Start

Provide the initial content and specify preferred expert personas and the number of rounds to run.

Frequently Asked Questions about expert-improve

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

FAQPage Schema

How do I automate expert feedback rounds on a draft proposal?▼

To automate expert feedback on a draft proposal, the Skill applies iterative, multi-round critiques from configurable expert personas. It progressively refines the document by applying fixes and tracking improvements until quality targets are met.

Can I preserve the original document while applying multi-round expert reviews?▼

Yes, the multi-round expert review process auto-versions all deliverables while preserving the original document. This creates a clear improvement trail, allowing you to compare each refined version against the initial draft.

How does multiple expert critique consensus work for strategy documents?▼

Multiple expert critique consensus works by aggregating feedback from various expert personas on your strategy documents. The Skill then auto-scores and prioritizes changes based on this consensus, focusing effort on the most impactful improvements.

What's the best way to iteratively refine a whitepaper with expert personas?▼

The best way to iteratively refine a whitepaper is to provide the initial content, specify your preferred expert personas, and set a round limit. The Skill will cycle through structured multi-round critiques until the document reaches excellence.

How many rounds of expert review do I need to improve a product plan?▼

The number of expert review rounds needed to improve a product plan is fully configurable. You specify the round limit upfront, and the Skill will cycle through multiple passes of expert critique and auto-scoring until targets are met.

Does this iterative refinement process support custom expert personas?▼

Yes, the iterative refinement process supports configurable expert personas. You can specify your preferred expert profiles before starting the multi-round reviews to ensure the feedback aligns with your document's domain.