Dynamic expertise retrieval across 1,000+ skills. Same knowledge coverage. 63% fewer tokens. Cross-domain intelligence that single skills cannot match.
"I need a pricing page for my B2B SaaS with 3 tiers and conversion optimization"
Your query is embedded and matched against knowledge chunks from all 1,000+ skills using pgvector cosine similarity.
Chunks are ranked by relevance and SupaScore quality, diversified across skills, and assembled within a 4,000 token budget.
You receive focused knowledge from 3-5 different skills: pricing strategy, conversion optimization, copywriting, and SaaS packaging. All in one response.
10 benchmark queries across Engineering, Legal, Business, and Technology. Same prompts as our existing benchmark. Concept coverage measured by ground truth.
| Dimension | Full Skill | SkillStreaming | Winner |
|---|---|---|---|
| Concept Coverage | 84% | 84% | TIE |
| Methodology Depth | 73% | 60% | FULL |
| Cross-Domain Bonus | 0% | 68% | STREAM |
| Token Efficiency | 10,207 tok | 3,806 tok | STREAM |
| Skills per Query | 1 | 3 | STREAM |
SaaS website build, B2B marketing campaign, indie game development, legal compliance setup, and data platform architecture. 38 turns total.
97%
Session Pass Rate
37/38 turns across 5 project types
90%
Token Savings
145k vs ~1.46M estimated full-load
101
Unique Skills Accessed
Across 38 turns, 6 domains
428ms
Avg Latency
Including embedding generation
SkillStreaming and Full Skill Load work side by side. Use the right mode for the right task.
Best for: Exploring, cross-domain questions, multi-topic projects
SkillStreaming is available to all users via the MCP protocol and REST API. No extra cost. No configuration. Just describe what you need.