
social-graph-ranker
Weighted social-graph ranking for warm intro discovery, bridge scoring
by affaan-mFree
Description
social-graph-ranker is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It is the weighted graph-ranking layer for network-aware outreach across X and LinkedIn. It ranks a person's existing mutual contacts or connections by how valuable they are as introductions, maps warm paths to a list of target people, measures bridge value across first and second-degree connections, and helps decide which targets deserve a warm introduction and which should be approached directly. It is the ranking engine on its own, separate from the lead-intelligence and connections-optimizer skills, which build on it. It applies when someone wants the graph mathematics behind warm introductions, rather than a complete outreach pipeline. A skill is a SKILL.md file of instructions that an AI agent loads when a task calls for it. It is free and open source, and the skills.sh listing shows all three security audits passing.…
Highlights
- Ranks mutuals by introduction value
- Maps warm paths to target lists
- Bridge scoring across two degrees
- Decides warm intro versus cold outreach
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social-graph-ranker FAQ
What does the social-graph-ranker skill do?
It scores and ranks your contacts by how useful they are for warm introductions and maps the routes to your targets.
How is it different from lead-intelligence?
This skill is the ranking engine alone, while lead-intelligence and connections-optimizer build complete workflows on top of it.
Which networks does it cover?
X and LinkedIn.
How do I install it?
Run: npx skills add https://github.com/affaan-m/ecc --skill social-graph-ranker
Is it free?
Yes. It is free and open source.
Are there security findings?
The skills.sh listing shows Gen Agent Trust Hub, Socket and Snyk all passing.
What are the best social-graph-ranker alternatives?
Popular alternatives to social-graph-ranker include lead-intelligence, cisco-ios-patterns and connections-optimizer. See all social-graph-ranker alternatives




