io.github.leocelis/horizon-fidelity-monitor

MCPcommunity
v0.2.1io.github.leocelisUnknownUpdated 1mo agoGitHub

Tracks conversation health in real time — drift, desync, and causal collapse — for any AI agent.

"Quality is not a model property — it is a conversation property." Horizon is a real-time conversation health monitor for AI agents. It tracks the structural dynamics of multi-turn conversations — semantic drift, information gain, ontological gap width, temporal desynchronisation, circadian cognitive load, conversation velocity, and causal reachability — dimensions that every LLM is…

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1mo agoLast update
Package
Authorio.github.leocelis
LicenseUnknown
Version0.2.1
Sourcemcp-registry
GitHubleocelis/horizon
Trust Status
B
60/100Good
✓Listed in Forge index+10/10
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✓Static analysis · clean+20/20
—npm provenance (Sigstore)+0/5
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StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
DependenciesNot audited
Tool surface—
Security scan✓ CleanvHEAD · 19d ago
EvalsNone
IndexedJun 13, 2026

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About

"Quality is not a model property — it is a conversation property." Horizon is a real-time conversation health monitor for AI agents. It tracks the structural dynamics of multi-turn conversations — semantic drift, information gain, ontological gap width, temporal desynchronisation, circadian cognitive load, conversation velocity, and causal reachability — dimensions that every LLM is architecturally blind to. Based on the Trans-Horizon Communication Protocol (THCP) research. Three independent…

Keywords
mcp