idea-pipeline

Score startup ideas by buildability and fit to produce a weekly top-3 plan.

Updated Jun 3, 2026
One-click install
npx skills add https://github.com/swarm-ai-research/aeon --skill idea-pipeline-swarm-ai-research
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: idea-pipeline
Source: https://github.com/swarm-ai-research/aeon/tree/main/skills/idea-pipeline
Command: npx skills add https://github.com/swarm-ai-research/aeon --skill idea-pipeline-swarm-ai-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Backlogs of startup ideas accumulate and often lack visibility into which ideas are actionable this week. This skill provides a pipeline view with backlog loading, screening results, and execution tracking to surface priorities and measure progress.

Core Features & Use Cases

  • Load the startup idea backlog from memory/topics/startup-ideas.md and parse ideas with their fields.
  • Cross-reference with screening results and deployed prototypes to classify ideas as executed or unexecuted.
  • Score unexecuted ideas against narrative context and ecosystem signals to select top three for this week.

Quick Start

Use the idea-pipeline tool to generate the weekly top-3 plan.

Frequently Asked Questions about idea-pipeline

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

FAQPage Schema
How do I prioritize my startup idea backlog for this week?

Screen your startup idea backlog by cross-referencing deployed prototypes, then scoring unexecuted ideas against narrative context and ecosystem signals to rank candidates by buildability.

What is the best way to automate weekly startup idea screening?

Automate weekly startup idea screening by reading idea backlog memory topics, executing a scoring algorithm against ecosystem signals, and generating a top-3 plan with rationale.

How does the idea pipeline scoring algorithm work?

The idea pipeline scoring algorithm classifies ideas as executed or unexecuted, then scores unexecuted candidates against narrative context and ecosystem signals to determine weekly buildability fit.

Does the idea pipeline tool require specific memory topic formats?

Yes, the idea pipeline tool requires loading the backlog from memory/topics/startup-ideas.md and parsing ideas with their fields to cross-reference screening results.

Can I track which startup ideas have already been executed?

Track executed startup ideas by cross-referencing the idea backlog with screening results and deployed prototypes to classify and separate executed candidates from unexecuted ones.

When should I use an automated idea pipeline instead of manual backlog review?

Use an automated idea pipeline when startup idea backlogs accumulate and lack visibility into actionable candidates, requiring ecosystem signals and screening results to surface weekly priorities.