kaizen-research

Aggregate weekly AWS Bedrock, AgentCore, Strands, and MCP signals into a dated research document and PR.

16|27|Updated Nov 29, 2025

Search Tags:#automation #research #mcp #bedrock #kaizen #agentcore #frontier

Ready to run

npx skills add https://github.com/Boise-State-Development/agentcore-public-stack --skill kaizen-research

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: kaizen-research
Source: https://github.com/Boise-State-Development/agentcore-public-stack/tree/main/.claude/skills/kaizen-research
Command: npx skills add https://github.com/Boise-State-Development/agentcore-public-stack --skill kaizen-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Weekly automation for scanning external and internal signals to inform product and UX decisions for AgentCore Public Stack, surfacing actionable trends and risks.

Core Features & Use Cases

Automated weekly signal scanning across AWS Bedrock, AgentCore, Strands Agents, MCP ecosystem, and frontier-model announcements.
Output document generation: produces a dated Kaizen research doc and queues ideas in docs/kaizen/review-queue.md.
PR workflow integration: opens a PR into develop with the generated material for review and iteration.

Quick Start

Provide the weekly kaizen scan input and let the skill produce a research doc and queue updates.

Frequently Asked Questions about kaizen-research

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

FAQPage Schema

How do I automate weekly research scans for AWS Bedrock and AgentCore updates?▼

It scopes internal signals like commits, PRs, CI, and version pin lag alongside external signals such as frontier-model releases and architecture patterns. These aggregated signals surface actionable trends and risks to inform your roadmap decisions.

How does automated signal scanning integrate with my develop branch PR workflow?▼

Automated signal scanning integrates with your develop branch by generating a dated Kaizen research document, appending ideas to docs/kaizen/review-queue.md, and opening a PR directly into develop for review and iteration.

Can I track MCP ecosystem and Strands Agents releases using automated research tools?▼

Yes, you can track MCP ecosystem and Strands Agents releases. The skill performs a weekly signal scan across these sources to capture new releases, architecture patterns, and version pin lag relevant to your stack.

What is the best way to surface actionable trends and risks from frontier-model announcements?▼

The best way to surface actionable trends and risks from frontier-model announcements is to aggregate them weekly alongside internal CI and PR signals. This generates a dated research document that informs product and UX decisions for your stack.

Do I need a specific repository structure to generate a Kaizen research document and review queue?▼

Yes, you need a repository structure supporting a docs/kaizen/review-queue.md file. The skill appends queued ideas to this path and generates a dated Kaizen research document before opening a PR into your develop branch.