Auto-Punish Feature Added

Ⓜ️Minor Update

• Website Added

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Ⓜ️Minor Update

• The command alias /xray deleted.

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👀 Clairvoyant v1.0.0 - Advanced Anti-X-ray

Welcome to the official release of Clairvoyant v1.0.0!

Clairvoyant is a powerful, modern anti-x-ray plugin designed for PaperMC servers. It moves beyond simple ore obfuscation and instead focuses on intelligent data analysis to identify suspicious player behavior. By meticulously logging every mining action and analyzing patterns, Clairvoyant provides server administrators with the clear, evidence-based insights needed to catch cheaters and maintain a fair gameplay environment.

The goal of Clairvoyant is not to automatically ban players, but to empower administrators. It calculates a "Suspicion Score" for each player, allowing you to make informed decisions based on detailed reports and interactive in-game visualizations.

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✨ Key Features

• Detailed Action Logging: Logs every block break, block place, and specific interactions to a local SQLite database for later analysis.
• Advanced Heuristic Engine: Analyzes player data against multiple configurable heuristics (e.g., ore-to-stone ratio, tunneling patterns, mining at suspicious Y-levels) to calculate an overall suspicion score.
• Interactive In-Game Visualization: The /cv trace command generates interactive, admin-only visual markers in the world, showing exactly where a player has mined. Right-click a marker to get detailed information about the action.
• Comprehensive Reports: The /cv check command provides a detailed report, breaking down the player's suspicion score by each heuristic, complete with color-coded status levels ([NORMAL], [SUSPICIOUS], [DANGEROUS]).
• Highly Configurable: Almost every aspect of the analysis engine—from heuristic weights to what ores are considered valuable—can be customized in the config.yml file. This includes full support for adding modded or custom items.
• Performance-Focused: Built with an asynchronous architecture to minimize impact on server performance (TPS).

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🛠️ Commands & Permissions

The main command is /clairvoyant, with aliases /cv and /xray. All commands require the permission clairvoyant.admin by default.

Command	Arguments	Description
/cv stats	<player>	Shows detailed mining statistics for the specified player, including counts for each block type broken.
/cv trace	<player>	Generates an interactive, in-game visualization of the player's recent mining activity. Only you can see the markers.
/cv check	<player>	Runs a full heuristic analysis on the player and displays a detailed suspicion report with an overall score and status.
/cv help		Displays the list of available commands.

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⚙️ Installation

1. Download the Clairvoyant-v1.0.0.jar file.
2. Place the JAR file into your server's /plugins directory.
3. Start or restart your server.
4. The plugin will generate a Clairvoyant folder containing the config.yml and clairvoyant.db files.

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🔧 Configuration Guide (config.yml)

All configuration is handled in the plugins/Clairvoyant/config.yml file. This guide explains each section in detail.

weights

This section controls how much influence each heuristic has on the final suspicion score. It's recommended to keep the sum of all weights equal to 1.0.

• Example: If you think tunneling-pattern is a more reliable indicator of cheating than torch-usage, you can increase its weight and decrease the other.

weights:
  high-value-ore-ratio: 0.15
  tunneling-pattern: 0.25 # Increased weight
  torch-usage: 0.05
  # ... and so on

ore-lists

This is where you define which blocks the plugin should care about. You can add items from mods or custom plugins here using their unique namespaced ID (e.g., mod_id:item_id).

• high-value: A list of rare and valuable ores. Mining these ores in unusual ways will significantly impact the suspicion score.
• common: A map of common ores. Used by some heuristics to detect if a player is abnormally focusing on one type of common ore.
• stones: A list of common blocks that are typically ignored during mining (like stone, dirt, deepslate). This list is crucial for calculating ore-to-stone ratios.

visualization-mapping

This section customizes the visual feedback for the /cv trace command.

• default-marker: The block that will be used for any mined block not specified in the ores list below.
• ores: A map that defines which block to show for a specific mined ore. For example, when a DIAMOND_ORE is mined, the trace will show a DIAMOND_BLOCK.

thresholds

This section allows you to fine-tune the sensitivity of each heuristic.

• min-blocks-for-analysis: The minimum number of blocks a player must break before their data can be analyzed. This prevents inaccurate reports for new players.
• high-value-ratio: The ore-to-stone ratio above which the heuristic will start adding to the suspicion score.
• suspicious-y-levels: Defines the Y-level ranges that are considered optimal for finding valuable ores. Players who spend an unusual amount of time mining in these specific zones will get a higher score.

suspicion-levels

This section sets the score boundaries for the status levels displayed in the /cv check report.

• suspicious: Any score above this value will be flagged as [SUSPICIOUS].
• dangerous: Any score above this value will be flagged as [DANGEROUS].

suspicion-levels:
  suspicious: 40.0
  dangerous: 70.0