builder-map

Identify and summarize active builders and ecosystem signals around watched repositories.

Updated Jun 3, 2026

Search Tags:#automation #github #momentum #ecosystem #forks #watchlist #builder-map

Ready to run

npx skills add https://github.com/swarm-ai-research/aeon --skill builder-map-swarm-ai-research

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: builder-map
Source: https://github.com/swarm-ai-research/aeon/tree/main/skills/builder-map
Command: npx skills add https://github.com/swarm-ai-research/aeon --skill builder-map-swarm-ai-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Weekly map of who's building on top of watched repos — forks, third-party ecosystem repos, builder announcements. Answers the "who's building on top" question.

Core Features & Use Cases

Maintains a weekly discovery run to identify new builders and signal growth in the ecosystem.
Tracks forks, third-party projects, and announced adaptations to the watched stack.
Provides momentum insights and notifications for decision-makers.

Quick Start

Run the builder-map skill to scan watched repos and generate this week's builder map.

Frequently Asked Questions about builder-map

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

FAQPage Schema

How do I track builder activity and ecosystem momentum around my GitHub repositories?▼

Track builder activity by scanning watched GitHub repositories weekly to identify active forks, classify builders, and compute ecosystem momentum signals. This generates a weekly map summarizing who is building on top of your repos and third-party ecosystem projects.

What is a builder map and how does it monitor repository ecosystems?▼

A builder map is a weekly summary of active builders and ecosystem signals around watched repositories. It monitors repository ecosystems by computing fork activity, tracking third-party repos, and classifying builders to answer who is building on top of your stack.

Do I need the gh CLI to monitor GitHub fork activity and third-party builders?▼

Yes, you need the gh CLI installed and configured to access GitHub data. The builder map requires gh CLI to read watched repos, compute fork activity, and generate weekly ecosystem momentum insights for decision-makers.

How to discover new builders and third-party projects building on top of watched repos?▼

Run a weekly discovery scan that reads watched repositories via GitHub, computes fork activity, and identifies third-party projects and announced adaptations. This process classifies builders and updates ecosystem memory to maintain an ongoing watchlist.

Can I get weekly notifications for builder momentum and ecosystem growth on GitHub?▼

Yes, the builder map provides momentum insights and notifications for decision-makers on a weekly basis. It tracks forks, third-party projects, and announced adaptations to signal growth in the ecosystem around your watched repositories.