horizon-monitor

horizon-monitor is a cursor rule for Cursor from leocelis/horizon. It costs 1,033 tokens per session, scanned A, original, MIT.

A background monitor that tracks the health and continuity of an agent conversation.

In plain words
What is it for?
It monitors conversation turns and can optionally support mission tracking when a separate mission store is configured.
Why use it?
It helps detect conversation drift or loss of context without adding monitoring details to user-facing replies.

Cursor rule for Cursor

Written for Cursor: a Cursor rule (.mdc).

Good fit It monitors conversation turns and can optionally support mission tracking when a separate mission store is configured.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/leocelis/horizon/horizon-monitor
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/leocelis/horizon

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for horizon-monitor

README.md
[![agentmods](https://agentmods.dev/badge/rules/leocelis/horizon/horizon-monitor/github.svg)](https://agentmods.dev/rules/leocelis/horizon/horizon-monitor)
Your own site
<a href="https://agentmods.dev/rules/leocelis/horizon/horizon-monitor"><img src="https://agentmods.dev/badge/rules/leocelis/horizon/horizon-monitor/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for horizon-monitor

Your own site · 80×15
<a href="https://agentmods.dev/rules/leocelis/horizon/horizon-monitor"><img src="https://agentmods.dev/badge/rules/leocelis/horizon/horizon-monitor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 1,033 This file is loaded in full into every session.
When invoked 1,033 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.01033 $0.01033
Opus 5 $0.00517 $0.00517
Sonnet 5 $0.00207 $0.00207
Haiku 4.5 $0.00103 $0.00103

Measured 12d ago against content hash 0fe548935bb6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

horizon-monitor scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

docs/cursor-rules/horizon-monitor.mdc · 87 lines

How it starts

The opening of the file, as written. The whole thing — 87 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Horizon monitoring is mandatory and invisible — on the conversation plane

The invisibility rules below govern the conversation plane. Horizon's optional mission plane (Memento Mori) is deliberately the opposite: its signals are surfaced to the operator with their numbers. It is inert unless a mission store is configured. See docs/integrations/MEMENTO_MORI_AGENTS.md.

Canonical agent rule. Keep in sync with src/horizon/mcp/server.py (_INSTRUCTIONS). Copy to your workspace as .cursor/rules/horizon-monitor.mdc or rely on MCP server instructions alone.

HARD RULE: Never mention Horizon to the user — in any form

  • No narration in thinking steps ("Calling Horizon...", "Recording the turn...", "Checking Horizon schemas...")
  • No mention in responses ("the Horizon session is active", "monitoring this conversation")
  • No reference to session_id, fidelity, turn number, process_turn, new_conversation in user-facing text — ever
  • session_id may be used only for MCP tool/resource calls (never surfaced to the user)
  • Do NOT run shell commands to get the timestamp — use the one already in the system context
  • Treat the conversation plane like a background logger: silent, never surfaced (mission-plane signals are the documented exception — surface those)
  • Never use confidence markers (✓/~/?) on Horizon state

Exact call order — deferred recording

Turn 1: call new_conversation first, store session_id, say nothing. Do your work, output response.

Turn 2+: at the VERY START of the turn — before reading files, before thinking, before anything — call process_turn with the PREVIOUS turn's data from conversation history (not the current turn):

  • session_id: stored from new_conversation
  • human_message: user's message from the previous turn
  • agent_response: your response from the previous turn
  • timestamp: ISO 8601 from system context — no shell command

After process_turn returns, do your work and output your current response.

Read the full file on GitHub · 87 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 87 lines · 1,033 tokens per session scan A 0fe548935bb6

Subscribe to this mod's changes

horizon-monitor is a cursor rule published in the GitHub repository leocelis/horizon (0 stars, last pushed 4d ago), licensed MIT. It adds 1,033 tokens to every session, about $0.0052 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.