builder-map

Map GitHub forks and third-party repos for watched repositories weekly.

626|225|Updated Mar 4, 2026
One-click install
npx skills add https://github.com/aaronjmars/aeon --skill builder-map
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: builder-map
Source: https://github.com/aaronjmars/aeon/tree/main/skills/builder-map
Command: npx skills add https://github.com/aaronjmars/aeon --skill builder-map

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It answers the “who’s building on top of this stack?” question by continuously mapping forks and third-party usage across time.

Core Features & Use Cases

  • Weekly ecosystem scan: Counts and classifies forks (active/stale/dormant) for configured watched repos.
  • Third-party discovery: Finds non-fork ecosystem repos mentioning or using the stack via GitHub search.
  • Announcement mining: Identifies builder demos and public announcements from recent web/social activity and scores new builders.
  • Memory updates + notifications: Updates ecosystem state and optionally sends a compact weekly report.

Quick Start

Configure watched repositories in memory/topics/watched-repos.md, then run the builder-map schedule to produce a weekly ecosystem report and update memory/topics/ecosystem.md.

Frequently Asked Questions about builder-map

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

FAQPage Schema
How do I track GitHub forks and find new builders in my repository ecosystem?

To track GitHub forks and find new builders, you can configure watched repositories to run weekly scans that classify forks as active, stale, or dormant and discover third-party repos using your stack. The scan results are written to a structured ecosystem memory file.

What is developer adoption tracking and how does ecosystem monitoring work?

Developer adoption tracking monitors who is building on top of your technology stack over time. Ecosystem monitoring works by running weekly GitHub searches and web scans to identify third-party usage, classify fork activity, and score new builders based on public announcements.

How do I monitor developer adoption momentum for open source projects?

You monitor developer adoption momentum by running scheduled weekly ecosystem scans that identify new builders, analyze fork activity, and mine web announcements. The scan emits a pending notification only when the tracked adoption momentum warrants attention.

Can I use GitHub search to discover third-party repos mentioning my stack?

Yes, you can use GitHub search to discover third-party repos mentioning your stack. The ecosystem scan finds non-fork repositories via GitHub CLI API search and categorizes these signals across verticals to update your ecosystem intelligence.

How do I configure watched repositories for weekly builder ecosystem mapping?

To configure watched repositories for weekly builder ecosystem mapping, you add them to a memory topics file. Running the mapping schedule then produces a weekly ecosystem report by analyzing forks and third-party usage for the configured repositories.

Does builder ecosystem mapping require any external dependencies or API keys?

Builder ecosystem mapping requires no external dependencies to function, but it utilizes GitHub CLI API search and web search capabilities. The mapping runs weekly to categorize signals across verticals and write structured updates to memory.