🎲 Added probabilistic scheduler and 📋 future roadmap checklist for Delta AI bot

README.md

@@ -89,7 +89,7 @@ A structured build plan for developing and deploying the AlphaBot Discord compan
 - [x] Build `!roast @user` with AI-generated replies
 - [x] Style roast output with selected personality
 - [x] Add cooldown to prevent spam (optional)
-- [ ] Fix Emojis (optional)
+- [x] Fix Emojis (optional) --- I think this is now fixed
   - Emojis from the settings.yml file are broken. Please fix 
 
 ---
@@ -100,14 +100,14 @@ A structured build plan for developing and deploying the AlphaBot Discord compan
 
 #### ✅ Core Features
 
-- [ ] Replace static messages in `scheduler.py` with AI-generated ones via `get_ai_response()`
+- [x] Replace static messages in `scheduler.py` with AI-generated ones via `get_ai_response()`
   - Use prompt like: *“Post something sassy, attention-grabbing, or chaotic to wake up the server.”*
   - Maintain current persona system for tone consistency
-- [ ] Add `settings.yml` option to control post mode:
+- [x] Add `settings.yml` option to control post mode:
   - `mode: preset` – static messages only
   - `mode: ai` – generate new message via LLM
-  - `mode: mixed` – random chance between the two
+  - ~~`mode: mixed` – random chance between the two~~
-- [ ] Log each scheduled post and mode used for debugging
+- [ ] ~~Log each scheduled post and mode used for debugging~~ - Pushed back, not a critical feature right now
 
 ---
 
@@ -115,16 +115,16 @@ A structured build plan for developing and deploying the AlphaBot Discord compan
 
 > Post when it feels "natural" – low chance at first, rising over time.
 
-- [ ] Add `probabilistic_scheduler.py` or integrate into `scheduler.py`
+- [x] Add `probabilistic_scheduler.py` or integrate into `scheduler.py`
-- [ ] Configurable parameters:
+- [x] Configurable parameters:
   - `start_chance: 0.05` (5% per hour)
   - `increase_per_hour: 0.05`
   - `decay_on_post: 0.02`
-- [ ] Reset chance after post, store `last_post_time`
+- [x] ~~Reset chance after post, store `last_post_time`~~ (this is using probability decay which is a bit better)
 
 ---
 
-#### 💤 Inactivity-Aware Scheduler (Mode 3 – Stretch Goal)
+~~#### 💤 Inactivity-Aware Scheduler (Mode 3 – Stretch Goal)~~ (Temporarily Passed, Probabilistic scheduler is really good for now)
 
 > Posts when the **server** or a **user** has been inactive for too long.
 
@@ -191,25 +191,46 @@ This final step removes the need for runtime prompt injection by turning Delta i
 
 ---
 
-### 🎨 Polish & Bonus features
+### ✅ MVP Features (Core Bot Experience)
+These are the must-have features to make the bot functional, fun, and engaging.
 
-- [ ] Bot appears on the server like a "user" (ability to @delta instead of "!chat")
+- [ ] **Bot appears on the server like a "user"** (ability to @delta instead of `!chat`)
-  - helps the "sell" the idea to others that the bot is a "friend"
+- [ ] **Bot is user aware**
-  - All user interactions apply to the bot so other users dont need to remmember special commands
+  - Usernames are passed to the bot along with prompts
-- [ ] Have the bot be content aware
+- [ ] **Have the bot be content aware**
-  - pulls the existing conversation and talks about stuff that is inline with the topics
+  - Pulls ongoing conversations to respond in context
-- [ ] Give bot ability to react to mesages like users would
+- [ ] **Give bot ability to react to messages like users would**
-  - adds a personal touch and helps sell the idea of it being your "friend" more
+- [ ] 🗓️ **Scheduled specific times/dates**
-  - does need some sort of content awareness
+  - Daily messages, birthdays, holidays, etc.
-- [ ] Bot can be given some power to change the server a bit
+- [ ] 💤 **Inactivity-based triggers**
-  - keeps thing fresh, makes it so that there is some change happening in servers
+  - Post when the server gets too quiet to re-engage users
-  - the idea being it makes the bot more unique by providing more tailored experiences
-- [ ] Bot is user aware
-  - usernames are passed to the bot along side the users prompt
-- [ ] Image interpretation
-  - bot can read images like GPT this allows for more personalised interactions
-- [ ] Web usage
-  - Bot can search the web like GPT or OpenWebUI
-  - Opens up a ton of interactivity for memes, media discussion, an be easily integrated with multiple platforms
 
-*Progress last updated: May 8, 2025*
+---
+## 🎨 Polish & Bonus features
+
+### 🛠️ Phase 2 Features (Personality, Social Layer, Engagement)
+These enhance immersion and build emotional or social connection.
+
+- [ ] **Bot can be given some power to change the server a bit**
+  - Occasional channel renames, topic changes, etc.
+- [ ] 🧠 **Context-aware scheduling**
+  - Posts based on ongoing server activity
+- [ ] 📊 **Rate-based adjustment**
+  - Increase frequency during hype, back off when people are chatting naturally
+- [ ] **Web usage**
+  - Search memes, respond to trending topics, pull from APIs like Reddit/Twitter
+
+---
+
+### 🧠 Advanced AI & Multimodal Features
+For immersion and automation lovers. These make Delta truly feel alive.
+
+- [ ] **Image interpretation**
+  - Understands memes, screenshots, or selfies (local AI or API-driven)
+- [ ] **Content-aware moderation assist**
+  - Alert mods or intervene when heated discussions arise
+- [ ] **Integrated personality shift**
+  - Switch behavior based on server activity, holidays, or mood triggers
+
+
+*Progress last updated: May 9, 2025*

src/scheduler/__init__.py

@@ -1,6 +1,10 @@
+# __init__.py formaly know as scheduler.py
+
 import os
 import yaml
 import asyncio
+import random
+from ai import get_ai_response
 from . import simple, probabilistic, inactivity
 
 def load_settings():
@@ -18,12 +22,39 @@ async def start_scheduler(bot):
         return
 
     mode = scheduler_settings.get("mode", "simple").lower()
+    print(f"🕒 Delta Scheduler started in {mode.upper()} mode.")
 
     if mode == "simple":
         await simple.run(bot, scheduler_settings, settings)
+
     elif mode == "probabilistic":
-        await probabilistic.run(bot, scheduler_settings, settings)
+        # Setup and loop
+        probabilistic.setup(scheduler_settings["probabilistic"])
+
+        interval = scheduler_settings.get("interval_minutes", 5)
+        use_ai = scheduler_settings.get("use_ai", True)
+        channel = bot.get_channel(scheduler_settings["channel_id"])
+
+        await bot.wait_until_ready()
+
+        while not bot.is_closed():
+            if probabilistic.should_post(scheduler_settings["probabilistic"]):
+                if use_ai:
+                    prompt = "Post a short chaotic or motivational message in the voice of Delta, the RGB catgirl."
+                    message = get_ai_response(prompt)
+                else:
+                    message = random.choice(scheduler_settings.get("messages", ["Hello from Delta."]))
+
+                await channel.send(message)
+                print(f"📤 Scheduled message sent to #{channel.name}: {message}")
+
+                probabilistic.on_post(scheduler_settings["probabilistic"])
+
+            await asyncio.sleep(interval * 60)
+
+
     elif mode == "inactivity":
         await inactivity.run(bot, scheduler_settings, settings)
+
     else:
         print(f"❓ Unknown scheduler mode: {mode}")

src/scheduler/probabilistic.py

@@ -0,0 +1,24 @@
+import random
+import datetime
+from ai import get_ai_response
+
+last_post_time = None
+post_chance = None
+
+def setup(settings):
+    global last_post_time, post_chance
+    last_post_time = datetime.datetime.utcnow()
+    post_chance = settings.get("start_chance", 0.05)
+
+def should_post(settings):
+    global post_chance
+    if random.random() < post_chance:
+        return True
+    post_chance += settings.get("increase_per_interval", 0.05)
+    return False
+
+def on_post(settings):
+    global post_chance, last_post_time
+    post_chance -= settings.get("decay_on_post", 0.02)
+    post_chance = max(post_chance, 0.01)
+    last_post_time = datetime.datetime.utcnow()

src/settings.yml

@@ -8,8 +8,8 @@ messages:
 
 scheduler:
   enabled: true
-  mode: simple                    # <- this activates simple mode
+  mode: probabilistic                    # <- this activates simple mode
-  interval_minutes: 0.25          # <- post every 60 minutes
+  interval_minutes: 1          # <- post every 60 minutes
   use_ai: true                   # <- true = use LLM, false = use static messages
   channel_id: 1370420592360161393 # <- your Discord text channel ID