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HN · launched Mar 4, 2026 · 11 upvotes (top 39%) · 0 views
Niche: ai agent skill registries · 411 launches, 20 in the last 7 days ▼ -41% · Explore this niche →
Category and tags
- Horizontal
- Marketplace
- Developer
- AI-native
- Commercial product
Visit website ↗ Source listing ↗
More like this: all 411 launches in ai agent skill registries →
Could you build this?
Partial Visualizing a skill graph in a web UI is standard, but extracting, disambiguating, and ontology-mapping public agent skills into a scalable graph database requires complex data pipelines.
What it would actually take: The project requires automated web scrapers parsing disparate repositories, API specifications, and tool registries, fed into an NLP/LLM pipeline for entity resolution and taxonomy classification. The data must be ingested into a graph database (like Memgraph or Neo4j) using Cypher queries optimized for transitive skill dependencies and semantic search. Expertise in knowledge graph engineering, ontologies, and distributed ETL pipelines is essential.
Discussion
5 comments analyzed.
Competitors mentioned: skillinsight.io, Cloudflare skills repo approach
Concerns raised: Agent skills as security vulnerability and LLM hallucination risk, Scaling maintenance with hundreds/thousands of skills, Skill dependency cascades when APIs change, Determining skill relevance and correlation
Feature requests: Dynamic skill search/fetch by language and project, Skill evolution and learning tracking, Skill traceability across organization
Competitors
Other products that read as similar to this one : 723 launches clear the similarity bar, closest 8 shown.
Attention rank: #244 of 724 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 120 days after the earliest competitor.
- skills · github · 2026-10-01 · 17 upvotes · similarity 0.56
- skills · github · 2026-10-09 · 73 upvotes · similarity 0.56
- skills · github · 2026-10-09 · 32 upvotes · similarity 0.56
- skills · github · 2026-10-10 · 19 upvotes · similarity 0.56
- skills · github · 2026-10-31 · 97 upvotes · similarity 0.56
- findgraph-education-tool · github · 2026-11-10 · 102 upvotes · similarity 0.55
- muse-skills · github · 2026-09-28 · 9 upvotes · similarity 0.52
- atlas-of-intelligence · github · 2026-11-02 · 18 upvotes · similarity 0.51
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.