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AI agent skill searches pivot to expert names over tools

Searches for AI agent skills are shifting from tool capabilities to individual expert names, with Andrej Karpathy and Corey Haines seeing significant increases in search volume. This trend suggests that reputation and personal branding are becoming key discovery mechanisms for AI tooling. Developers are increasingly seeking executable playbooks and distilled advice from trusted individuals, indicating a move towards personalized AI assistance that mirrors established expertise. AI

IMPACT Suggests a shift towards reputation-based discovery for AI tools, potentially influencing how developers find and use AI capabilities.

RANK_REASON The item discusses a trend in AI skill searches and its implications, rather than announcing a new product or research.

Read on dev.to — Claude Code tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI agent skill searches pivot to expert names over tools

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
The item discusses a trend in AI skill searches and its implications, rather than announcing a new product or research.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, opinion
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
45 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. dev.to — Claude Code tag TIER_1 English(EN) · Skillselion ·

    The fastest-rising Claude Code searches this week are names, not tools

    <p>Two search terms broke out on <a href="https://skillselion.com/?utm_source=devto&amp;utm_medium=social&amp;utm_campaign=people-not-tools" rel="noopener noreferrer">Skillselion</a>'s trending rail this week. "Andrej Karpathy skills" is up 1,900 percent. "Corey Haines marketing …