sdk-adoption-tracker

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Install

npx "@opendirectory.dev/skills" install sdk-adoption-tracker --target claude

npx skills add Varnan-Tech/opendirectory --skill sdk-adoption-tracker

/plugin marketplace add Varnan-Tech/opendirectory
/plugin install opendirectory-gtm-skills@opendirectory-marketplace

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What It Does

• Searches GitHub code for all public repos that import or require the SDK
• Supports npm, Python, Go, Ruby, and generic import patterns — auto-detected from the SDK name
• Filters forks, tutorials, examples, and archived repos from results
• Classifies each repo: company org, affiliated developer, solo developer, or tutorial noise
• Scores by adoption signal: org type, company field, stars, recency, fork status
• Fetches owner profile and top contributor for each high-signal repo
• Tracks adoption velocity: new repos in last 7, 14, and 30 days
• Compares to previous snapshot for exact new-adopter count on repeat runs
• Generates an outreach brief per high-signal company repo: what they are building, who introduced the SDK, and what to say
• Saves output to docs/sdk-adopters/[sdk-name]-[date].md

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Requirements

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Setup

cp .env.example .env
# Add GITHUB_TOKEN

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How to Use

"Who is using my SDK on GitHub? @company/my-sdk"
"Find companies building on my library: stripe"
"Track adoption of my Python package: requests"
"Which orgs import my SDK: @clerk/nextjs"
"Show me who uses my library and rank by company signal"
"Find warm leads from SDK adopters: my-package"

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Why Score Instead of Just List

• A company org repo with recent commits and 200 stars scores 130+
• A tutorial named “learn-stripe-payments” scores below 20 and is excluded

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The Adoption Score

• Org type (50 points): GitHub Organization accounts are almost always a company or serious team
• Company field (20 points): user has a company listed on their GitHub profile
• Stars (up to 50 points): capped at 500 stars to prevent established open-source from dominating
• Recency (up to 50 points): pushed in last 7 or 30 days
• Quality (up to 40 points): not a fork, not archived, not a tutorial

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Velocity Tracking

New repos last 7 days: 3
New repos last 30 days: 11
New since last run (7 days ago): 3

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Cost Per Run

• GitHub Code Search API: free with token
• GitHub User, Org, Contributors API: free with token
• AI analysis: uses the model already running the skill; no additional cost
• Total: free

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Standalone Script

# Basic usage
python3 scripts/fetch.py stripe

# Python SDK
python3 scripts/fetch.py requests --ecosystem python

# With product context for outreach
python3 scripts/fetch.py @company/my-sdk --context "We build observability for DevTools"

# Exclude the SDK publisher's own repos
python3 scripts/fetch.py stripe --exclude stripe

# Print to stdout
python3 scripts/fetch.py stripe --stdout | jq '.summary'

GITHUB_TOKEN=your_token python3 scripts/fetch.py stripe --output results.json

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Project Structure

sdk-adoption-tracker/
├── SKILL.md
├── README.md
├── .env.example
├── scripts/
│   └── fetch.py           standalone fetcher (Steps 3-5, no Claude needed)
├── evals/
│   └── evals.json
└── references/
    ├── import-patterns.md
    └── scoring-guide.md

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License