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Social Graph Tracking

Track ATProtocol follows, followers, mutuals, and interactions into a local JSON graph.

23|1|Updated Jan 24, 2026
Search Tags:#network-analysis#relationship-mapping#social-graph#atproto#data-logging#engagement-tracking
One-click install
npx skills add https://github.com/just-cameron/central --skill social-graph-tracking-just-cameron
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Social Graph Tracking
Source: https://github.com/just-cameron/central/tree/main/.skills/social-graph-tracking
Command: npx skills add https://github.com/just-cameron/central --skill social-graph-tracking-just-cameron

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill enables teams to map and monitor social relationships and engagement on ATProtocol by tracking follows, followers, mutuals, and interaction counts, empowering growth strategy and relationship management.

Core Features & Use Cases

  • Tracks follows, followers, mutual connections, and interaction counts to surface engagement hotspots and growth opportunities.
  • Provides quick lookups like who a person is, with basic metadata, to inform outreach and network exploration.
  • Stores state locally in a JSON graph for auditability, reproducibility, and longitudinal analysis.

Quick Start

Run the update command to fetch the latest graph data and then inspect the summary with the show command.

Frequently Asked Questions about Social Graph Tracking

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

FAQPage Schema
How do I map my ATProtocol social graph to track follows and followers?▼

To map your ATProtocol social graph, this Skill collects follow, follower, mutual, and feed interaction data, then stores the network structure locally in a JSON graph for querying and longitudinal engagement analysis.

What is the best way to monitor network growth and engagement on ATProto?▼

Monitoring network growth on ATProto involves logging getFollows and getFollowers data to surface engagement hotspots. This Skill persists interaction counts locally to reveal growth opportunities over time.

Can I use a local JSON graph for auditing and reproducing social network analysis?▼

Yes, you can use a local JSON graph for auditing social network analysis. This Skill stores state locally, ensuring your relationship mapping and engagement tracking results remain reproducible for longitudinal review.

How do I query mutual connections and interaction counts for targeted outreach?▼

You query mutual connections and interaction counts by running the update command to fetch the latest graph data, then using the lightweight show command to inspect summaries and inform your targeted outreach strategy.

Does ATProtocol social graph tracking require external dependencies or databases?▼

No, ATProtocol social graph tracking does not require external dependencies or databases. This Skill operates independently and stores all relationship mapping and interaction logs in a local JSON file.

Why use local data logging instead of live API queries for relationship mapping?▼

Local data logging for relationship mapping prevents repetitive live API queries and provides auditability. By storing results in a JSON graph, you can analyze historical network structure and engagement trends offline.

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