We build a Graph of public Skills
Details
- External ID
- 47245513
- Source
- HN
- Company
- —
- Product
- We build a Graph of public Skills
- Website domain
- skillinsight.io
- Launched
- March 4, 2026
- Cohort
- —
- Upvotes
- 11
- Upvotes percentile
- 0.6113161131611317
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- indie puzzle games and learning toys
- Vertical
- Horizontal
- Function
- Marketplace
- Audience
- B2B
- AI stance
- Not AI
- Project type
- Commercial product
- Normalized one-liner
- graph of public skills
- Manually corrected
- False
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 — 263 launches clear the similarity bar, closest 8 shown.
Attention rank: #85 of 264 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 120 days after the earliest competitor.
- pi-skills-public · github · 2026-09-14 · 10 upvotes · similarity 0.58
- muse-skills · github · 2026-09-28 · 8 upvotes · similarity 0.51
- Flostep · hn · 2026-08-24 · 27 upvotes · similarity 0.49
- skills · github · 2026-09-23 · 31 upvotes · similarity 0.47
- Skill Gen: A meta skill for auto-generating skills from docs · hn · 2026-02-05 · 6 upvotes · similarity 0.47
- job-skill · github · 2026-09-11 · 6 upvotes · similarity 0.46
- dataviz-skills · github · 2026-09-24 · 7 upvotes · similarity 0.45
- Kyomu · hn · 2026-04-13 · 5 upvotes · similarity 0.45
Other launches for this product
- No other launches for this product.