What triggers the skill to run?

The skill is automatically triggered whenever a markdown file is written or updated in your logs/reviews or logs/brainstorm directories.

What format are the output backlog items in?

Each item includes a title, problem description, measurable outcome, three solution directions, effort estimation (S/M/L), impact score (1-5), and suggested owner.

Does it create duplicate tasks?

No, the skill includes a deduplication step that checks against the last 30 days of backlog outputs to keep your task list clean and organized.

How does the Idea Backlog Curator identify new tasks?

It monitors specific log directories for reviews and brainstorming notes, parsing them for recurring issues, hotspots, and repeated recommendations.

Can I use this for technical debt tracking?

Absolutely. It is specifically designed to convert recurring review findings and logged risks into actionable improvement tasks for your development team.

Idea Backlog Curator

Name: Idea Backlog Curator
Author: LieBieS

byLieBieS

•

生产力与工作流

Transforms raw brainstorm logs and review findings into actionable, structured project backlog items.

The Idea Backlog Curator is an automated workflow tool designed to bridge the gap between unstructured feedback and actionable project planning. By parsing review logs and brainstorming documents, it identifies recurring patterns and pain points, converting them into comprehensive Opportunity Statements. It goes beyond simple extraction by proposing solution directions, estimating effort and impact, and generating detailed backlog items complete with acceptance criteria, ensuring that valuable insights never get lost in documentation and are ready for implementation.

主要功能

011 GitHub stars

02Deduplication against recent outputs to maintain a clean backlog

03Structured Opportunity Statement generation with clear outcomes

04Pattern recognition for recurring hotspots and repeated problems

05Automated parsing of review and brainstorming logs

06Proactive solution direction suggestions for every opportunity

使用场景

01Converting post-sprint review findings into prioritized next-sprint tasks

02Turning messy brainstorming sessions into structured product requirements

03Automatically identifying technical debt or risks from periodic log entries

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add liebies/newt idea-backlog-curator

For use in Claude.ai and ChatGPT