io.github.leocelis/horizon-fidelity-monitor

MCPcommunity
v0.2.1io.github.leocelisUnknownUpdated 3mo 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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3mo agoLast update
Package
Authorio.github.leocelis
LicenseUnknown
Version0.2.1
Sourcemcp-registry
Trust Status
B
60/100Good
Listed in Forge index+10/10
Publisher identity verified+0/30
Publisher: run `forge publish` from the repo to claim ownership
Domain verification+0/10
Not currently available for this listing type — the domain-verification check only runs for npm-backed packages today, so this row cannot be earned here yet regardless of what's hosted at the domain.
Prompt-injection scan · clean+30/30
Obfuscation / exfil scan · clean+20/20
Paste into Claude Code, Cursor, or any AI assistant to fix all gaps
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain
Provenance
DependenciesNot audited
Tool surface
Security scan✓ CleanvHEAD · 2mo ago
EvalsNone
IndexedJun 13, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.

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