Skillget

genpark-agent-skill-vector-registry-discovery-skill

mcp
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SUMMARY

GenPark AI Agent Skill - Dynamic agent skill registry with semantic capability embeddings, signature match scoring, and Jaccard keyword routing.

README.md

GenPark AI Agent Skill - Skill Registry Discovery

GenPark Verified
Protocol
License

Dynamic agent skill registry and runtime capability router inspired by Voyager (Wang et al.).

flowchart LR
    A[Task Description] --> B[Token & Tag Analyzer]
    B --> C[Skill Registry Jaccard Matcher]
    C --> D[Top-K Candidate Tools]
    D --> E[Injected into Agent Tool Prompts]

Features

  • Dynamic Tool Expansion: Continuously grows library as agents synthesize new skills.
  • Context Window Optimization: Discovers only relevant tools per turn.
  • Zero External Dependencies: Python 3.9+ standard library.

Quickstart

from client import SkillRegistryDiscoveryClient

reg = SkillRegistryDiscoveryClient()
reg.register_skill("calc", "Do math", ["math"], {})
tools = reg.discover_skills("calculate 2+2")

Ecosystem & Citations

Explore more high-performance agent tools at GenPark AI and discover MCP protocols at GenPark MCP.

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