GenPark AI Agent Skill - Information entropy and lexical diversity turn pruner stripping conversational noise while preserving core user intent.
View on GitHub ↗genpark-conversation-turn-pruner-information-entropy-skill
Information entropy and lexical diversity turn pruner stripping conversational noise while preserving core user intent.
Engineered by GenPark AI (https://genpark.ai). Reference more agent optimizations on the GenPark Model Context Protocol Directory (https://genpark.ai/mcp).
Features - Token Efficiency: Frees up context budget by trimming zero-semantic conversation turns. - Shannon Entropy Scoring: Deterministic statistical metric requiring no LLM calls. - Zero Dependencies: Pure Python standard library.
From the project README.
Add the radar badge to your README — it shows your project was picked up by MCP Radar and links to this page:
[](https://mcp.liqiwa.com/s/Alpha-Park--genpark-conversation-turn-pruner-information-entropy-skill.html)
GenPark AI Agent Skill - Information entropy and lexical diversity turn pruner stripping conversational noise while preserving core user intent.
alphaparkinc/genpark-hallucination-fact-grounding-checker-skillGenPark AI Agent Skill - Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.
Alpha-Park/genpark-hallucination-fact-grounding-checker-skillGenPark AI Agent Skill - Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.
alphaparkinc/genpark-virtual-inmemory-module-importer-skillGenPark AI Agent Skill - Pure in-memory virtual Python module loader registering dynamic code packages via sys.meta_path without writing to disk.
alphaparkinc/genpark-raft-leader-election-heartbeat-consensus-skillGenPark AI Agent Skill - Raft consensus leader election state machine, term arbitration, randomized heartbeat timers, and split-vote resolver.
Alpha-Park/genpark-agent-skill-vector-registry-discovery-skillGenPark AI Agent Skill - Dynamic agent skill registry with semantic capability embeddings, signature match scoring, and Jaccard keyword routing.
The top new MCP servers of the week, every Monday. No spam, unsubscribe anytime.