Sdk Adoption Tracker

Description

Given your SDK or library name, searches GitHub code search for public repos that import or require it, classifies each repo as company org, affiliated developer, solo developer, or tutorial noise, scores by adoption signal strength, detects new adopters by date, and outputs a ranked list of who is building on you with outreach context per high-signal company. Use when asked to find who uses yo...

What this skill does

1. 1Searches GitHub code for public repos that import the SDK using ecosystem-specific patterns (npm require, Python import, Go module path), collecting up to 500 unique repos.
2. 2Classifies each repo as company org, affiliated developer, solo developer, or tutorial noise, filtering forks and example repos from the lead pool.
3. 3Enriches high-signal repos with full GitHub metadata — stars, last push date, org website, top contributors, and company field — to compute an adoption score.
4. 4Generates an adoption brief per high-signal company repo with why to reach out now and a suggested first message referencing the exact file where the SDK was found.

When to use

• You built an SDK and want to know which companies are already using it in production before reaching out.
• You want to track adoption velocity and detect new company adopters week over week.
• You need warm outreach context for existing SDK users — they already chose your tech, now sell them the next layer.
• You want to find influential developers building on your library before they become publicly known.

Frequently asked questions