io.github.leocelis/horizon-fidelity-monitor

MCPcommunitylive
v0.2.1io.github.leocelisUnknownUpdated 5mo 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…

Endpoint healthlive
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ClaudeCursorCopilotGemini

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5mo 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 · 3mo agoHow well does this scan work?
EvalsNone
IndexedJun 13, 2026

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Tools

No tool declarations found in the source3mo ago

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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
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