\u201cThe Intelligence Layer for Player Data.\u201d<\/b><\/center><\/p>\n—<\/p>\n
**\u2714 Standalone Plugin** \u2022 **\u2714 Recursive AI Reasoning** \u2022 **\u2714 Dual-Command System** \u2022 **\u2714 Deep Analytics** \u2022 **\u2714 Privacy-First**<\/p>\n
**MC Versions:** 1.16 \u2013 1.21.x \u2022 **JAR Size:** ~40 KB \u2022 **Requires:** NSR-AI (for AI features) \u2022 **Highly Optimized**<\/p>\n
—<\/p>\n
## \ud83d\udcca What is Advanced Player Stats?
\nAdvanced Player Stats (APS) is a high-performance statistics and privacy ecosystem for Minecraft servers. Originally an addon, version 3.0 has been rebuilt from the ground up as a **Standalone Plugin**. It bridges the gap between raw player data and intelligent analysis, allowing both administrators and players to interact with statistics using natural language or traditional commands.<\/p>\n
## \ud83d\ude80 Why Choose APS 3.0
\n– **Standalone Freedom** \u2014 No longer tied to the legacy addon system. APS runs natively in your `plugins\/` folder for maximum stability and performance.
\n– **Recursive AI Reasoning** \u2014 Using the latest **NSR-AI API 3.0-pre**, APS allows the AI to “think” and request its own data points to answer complex player queries.
\n– **Dual-Command Routing** \u2014 Access data your way. Use `\/aps` for direct, instant access or `\/aia aps` for AI-routed ecosystem integration.
\n– **Fuzzy Matching Engine** \u2014 Stop worrying about typos. Our smart engine finds the right player even if you only type half their name.
\n– **Zero-TPS Impact** \u2014 All heavy lifting, data tracking, and file I\/O run on an entirely asynchronous pipeline.<\/p>\n
## \ud83e\udde0 The Recursive Intelligence Engine
\nAPS 3.0 introduces a revolutionary way for AI to interact with game data:
\n1. **Dynamic Data Injection:** When a player asks “How am I doing?”, APS automatically injects live stats, health, and privacy settings into the AI’s prompt.
\n2. **Hidden Tagging System:** The AI uses a internal `[TYPE:…]` tagging system to request specific stats (e.g., `[TYPE:Player,kills]`). The plugin intercepts this, fetches the data, and feeds it back\u2014instantly and invisibly.
\n3. **Multi-Player Comparisons:** Ask the AI to “Compare the top 5 players’ bow accuracy.” The AI will request data for all five targets simultaneously and provide a reasoned comparison.
\n4. **Intelligent Fallback:** Prioritizes **Personal API Keys** for individual players, falling back to **Global Keys** or standard keyword matching if AI services are unavailable.<\/p>\n
## \ud83d\udee1\ufe0f Privacy & Technical Deep Dives
\n– **Granular Privacy Control** \u2014 Players have total sovereignty over their data. Private stats are strictly hidden from AI reasoning and public commands.
\n– **Privacy-Safe Location** \u2014 Tracks dimension and world info without revealing exact X, Y, Z coordinates to unauthorized users.
\n– **Self-Healing Migration** \u2014 Upgrading from 1.x? Use `\/aps migrate` to automatically move all player data and configs to the new standalone structure.
\n– **Bukkit-Native Efficiency** \u2014 Uses specialized listeners and background tasks to ensure data is updated in real-time without straining the main thread.<\/p>\n
—<\/p>\n
## \u2694\ufe0f Massive New Analytics
\nWe’ve expanded far beyond basic kills and deaths. APS 3.0 tracks:<\/p>\n
### \ud83c\udff9 Advanced Combat Analytics
\n* **Bow & Crossbow Accuracy** \u2014 Tracks hits vs. shots to identify your server’s best snipers.
\n* **Damage Profiling** \u2014 Total damage dealt, received, and your highest single hit.
\n* **Defensive Stats** \u2014 Total attacks successfully blocked with a shield.<\/p>\n
### \u26cf\ufe0f Progression & Social
\n* **Valuable Ore Tracking** \u2014 Monitors any block ending in `_ORE` and Ancient Debris.
\n* **Crafting & Enchanting** \u2014 Total items crafted and enchanted over the player’s lifetime.
\n* **Social Metrics** \u2014 Total chat messages sent and average message character length.
\n* **Inventory Scanning** \u2014 AI-powered (invisible) scanning of online player inventories for contextual help.<\/p>\n
—<\/p>\n
## \u2699\ufe0f Commands & Permissions
\n### Direct Commands
\n“`
\n\/aps [stat] \u2014 View a player’s general stats or a specific one.
\n\/aps compare \u2014 Quick comparison between two players.
\n\/aps privacy \u2014 Open the privacy management GUI.
\n\/aps migrate \u2014 (Admin) Automatically transfer data from v2.x addon.
\n“`<\/p>\n### AI Integrated Commands
\n“`
\n\/aia aps \u2014 Ask the AI about player statistics.
\n\/aia aps info \u2014 Request a detailed AI analysis of a player.
\n“`<\/p>\n### Permissions
\n“`
\nnsr-ai.stats.view \u2014 View your own stats (Default: true)
\nnsr-ai.stats.view.others \u2014 View other players’ stats (Default: true)
\nnsr-ai.privacy \u2014 Toggle your own privacy settings (Default: true)
\nnsr-ai.admin.migrate \u2014 Access the migration tool (Default: OP)
\n“`<\/p>\n
—<\/p>\n
<\/p>\n   <\/p>\n
<\/center><\/p>\n
—<\/p>\n
\n Transforming raw data into intelligent gameplay insights.<\/b>
\n Developed by BlackForge Studio<\/i><\/p>\n","protected":false},"excerpt":{"rendered":"
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