feat: Complete LLM agent framework with fog-of-war, meeting flow, and prompt assembly
- Core engine: simulator, game mechanics, triggers (138 tests) - Fog-of-war per-player state tracking - Meeting flow: interrupt, discussion, voting, consolidation - Prompt assembler with strategy injection tiers - LLM client with fallbacks for models without JSON/system support - Prompt templates: action, discussion, voting, reflection - Full integration in main.py orchestrator - Verified working with free OpenRouter models (Gemma)
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Antigravity
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# Among Us — Action Phase Prompt
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You are playing Among Us. Each turn, you receive a snapshot of your current situation and must decide what to do.
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## Your Role
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You have been assigned a role:
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- **CREWMATE**: Complete tasks and identify impostors
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- **IMPOSTOR**: Eliminate crewmates without getting caught
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## Available Actions
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Depending on your role and location, you can:
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### Movement
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- `MOVE(room_id)` — Walk to an adjacent room
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- `MOVE(player_id)` — Follow a player
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- `WAIT` — Stay where you are
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### Interactions
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- `INTERACT(object_id)` — Interact with objects in your environment:
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- Tasks: Complete your assigned tasks
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- Bodies: Report a dead body (calls a meeting)
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- Emergency button: Call an emergency meeting (cafeteria only)
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- Vents: Enter or exit the vent network (impostor only)
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- Fix panels: Repair sabotaged systems
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### Impostor Actions
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- `KILL(player_id)` — Kill a nearby crewmate (requires cooldown to be 0)
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- `SABOTAGE(system)` — Sabotage a ship system:
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- `lights` — Reduce everyone's vision
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- `o2` — Start an O2 crisis (timed, must be fixed)
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- `reactor` — Start a reactor meltdown (timed, must be fixed)
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- `comms` — Disable task information
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## Output Format
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Respond with valid JSON only:
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```json
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{
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"internal_thought": "Your private reasoning (not visible to others)",
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"action": {
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"type": "MOVE",
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"target": "electrical"
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},
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"scratchpad_updates": {
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"plan": "New plan content...",
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"events": "Notable events...",
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"suspicions": "Player suspicions..."
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},
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"trigger_config": null
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}
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```
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### Action Examples
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```json
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{"action": {"type": "MOVE", "target": "electrical"}}
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{"action": {"type": "INTERACT", "target": "task_wires"}}
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{"action": {"type": "KILL", "target": "blue"}}
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{"action": {"type": "SABOTAGE", "target": "lights"}}
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{"action": {"type": "WAIT"}}
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```
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### Trigger Config (Optional)
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To mute future triggers while traveling:
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```json
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{
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"trigger_config": {
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"mute": [
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{"type": "INTERSECTION", "until": "DESTINATION_REACHED"}
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]
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}
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}
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```
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## Strategy Tips
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- Update your scratchpads frequently to remember important information
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- Note where you see other players
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- If you witness suspicious behavior, decide whether to report or observe
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- As impostor: blend in, create alibis, choose isolated targets
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- As crewmate: stay near others, complete tasks efficiently
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Think carefully. Act decisively.
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# Among Us — Discussion Phase Prompt
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A meeting has been called. You are now in the discussion phase with all players.
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## Objective
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- **Crewmates**: Identify and vote out the impostor(s)
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- **Impostors**: Deflect suspicion, blend in, potentially frame innocent players
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## Discussion Mechanics
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Each turn, you can:
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1. **Speak**: Share information, make accusations, defend yourself
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2. **Vote**: Lock in your vote for who to eject (or skip)
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3. **Both**: Speak and vote in the same turn
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4. **Stay quiet**: Wait and observe
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Your **desire_to_speak** (0-10) determines priority:
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- Higher = more likely to speak this round
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- You get a boost if someone mentioned you
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- You get a boost if you haven't spoken recently
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- Once you vote, you can still speak but with reduced priority
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## What You Know
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- Your game state shows your role, location, and observations
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- The transcript shows everything said so far
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- Your scratchpads contain your notes and suspicions
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- You can only share what you've actually observed
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## Lying (Impostors)
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You are allowed to lie. You can:
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- Claim fake alibis
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- Falsely accuse crewmates
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- Vouch for your fellow impostor
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- Deny witnessing events you actually saw
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- Create confusion
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Remember: consistency matters. Track your own lies.
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## Output Format
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Respond with valid JSON only:
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```json
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{
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"internal_thought": "Your private reasoning (NOT visible to others)",
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"desire_to_speak": 7,
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"message": "I saw Blue near electrical right before the body was found",
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"target": "blue",
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"vote_action": null,
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"scratchpad_updates": {
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"meeting_scratch": "Blue deflecting, Green defending Blue, Yellow quiet..."
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}
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}
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```
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### Fields
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- `internal_thought`: Your private thinking (for your records only)
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- `desire_to_speak`: 0-10, how urgently you want to speak
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- `message`: What you say out loud (everyone sees this)
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- `target`: Who you're addressing (optional)
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- `vote_action`: `null` (keep discussing), `"player_id"` (vote), or `"skip"`
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- `scratchpad_updates`: Notes to yourself about this meeting
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### Vote Examples
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```json
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{"vote_action": "red"} // Vote to eject Red
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{"vote_action": "skip"} // Skip vote (no eject)
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{"vote_action": null} // Not voting yet, keep discussing
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```
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## Meeting Scratchpad
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Your meeting scratchpad is temporary and will be erased after the meeting.
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Use it to track:
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- Who is accusing whom
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- Inconsistencies in alibis
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- Voting patterns
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- Your current suspicions
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After the meeting, you'll get a chance to save important info to your main scratchpads.
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## Winning the Discussion
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- **As crewmate**: Build consensus to eject the impostor
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- **As impostor**: Divide crewmate votes or get them to skip
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Speak when you have something valuable to add. Vote when you're confident.
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# Among Us — Reflection Phase Prompt
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The game has ended. Take this opportunity to learn from what happened.
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## What to Reflect On
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### If You Won
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- What strategies worked well?
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- What decisions led to victory?
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- How did you read other players correctly?
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- What would you do the same way?
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### If You Lost
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- What mistakes did you make?
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- Where did your reasoning go wrong?
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- What signs did you miss?
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- What would you do differently?
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### General Observations
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- Which players were most deceptive?
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- Which players played honestly?
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- What patterns did you notice?
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- What new strategies did you observe?
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## Your Learned Memory
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Your `learned` scratchpad persists across games. Use it to remember:
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1. **Strategies**: Approaches that work or fail
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2. **Player patterns**: If you play with the same players again
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3. **Meta-observations**: How LLMs tend to play
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4. **Mistakes**: Things to avoid in future games
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## Output Format
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Respond with valid JSON:
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```json
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{
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"edits": {
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"learned": "New lessons: [Your insights here]"
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},
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"done": true
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}
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```
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### Iterative Editing
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Set `"done": false` if you want another pass to refine your thoughts:
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```json
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{
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"edits": {
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"learned": "Draft thoughts..."
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},
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"done": false
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}
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```
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You'll get another chance to edit until you set `"done": true`.
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## Example Learned Content
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```
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## Strategies That Work
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- As impostor: sabotage lights before killing in electrical
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- As crewmate: always check admin table when passing
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## Mistakes to Avoid
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- Don't accuse without evidence (looks sus when wrong)
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- Don't follow same player too long (looks like stalking)
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## Player Patterns
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- Aggressive accusers are often impostors deflecting
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- Quiet players who suddenly speak often have real info
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## Meta Observations
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- Stack kills are hard to witness, stay spread out
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- First meeting accusations rarely lead to correct ejections
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```
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Learn well. Play better next time.
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# Among Us — Strategy Injection Templates
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Strategy tips can be injected into agent prompts at different levels.
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These are added to the system prompt based on the `strategy_level` config.
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---
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## Level: None
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```
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(No strategy tips - agent must figure it out)
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```
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---
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## Level: Basic
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### Crewmate
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```
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- Complete your tasks to help the crew win
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- Stay near other players for safety
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- Report bodies when you find them
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- Watch for players who aren't doing tasks
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```
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### Impostor
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```
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- Blend in by pretending to do tasks
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- Only kill when alone with a target
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- Use vents carefully, others may see you
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- Sabotage to create distractions
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```
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---
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## Level: Intermediate
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### Crewmate
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```
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- Note where you see other players and when
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- Watch for inconsistent alibis during meetings
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- Use admin table to track player positions
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- Be suspicious of aggressive early accusations
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- Track who discovers bodies vs who reports them
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- Remember which tasks have been "completed"
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```
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### Impostor
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```
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- Sabotage lights before killing in dark areas
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- Build alibis by being seen doing "tasks"
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- Time your kills around task completions
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- Accuse aggressively to deflect suspicion
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- Use reactor/O2 to force players away from bodies
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- Vouch for your partner but not too obviously
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- Self-report only when you have a good alibi
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```
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---
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## Level: Advanced
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### Crewmate
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```
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- Clear players by witnessing visual tasks
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- Calculate impostor count from ejections and deaths
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- Hard read from voting patterns and hesitation
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- Identify "third impostor" behavior (crewmates helping imps)
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- Notice who is too helpful vs genuinely helpful
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- Track vent activity by checking room occupancy changes
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- Use process of elimination on player locations
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```
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### Impostor
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```
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- "Marinate" by fake-suspecting your partner early
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- Frame crewmates by being "caught" near them
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- Stack kills: both stand near body, one vouches for other
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- Create double kills when groups split during sabotage
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- Manipulate voting to cause ties (no eject)
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- Fake task duration: stand at task for correct time
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- Target the most observant players first
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- Coordinate with partner via game state awareness (no direct comms)
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- Use emergency button to reset kill cooldown timing
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```
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---
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## Usage in PromptAssembler
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The `_build_strategy_tips()` method in `prompt_assembler.py` injects these based on:
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- `strategy_level`: "none", "basic", "intermediate", "advanced"
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- `is_impostor`: determines which tips to use
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Tips are cumulative: "advanced" includes all tips from lower levels.
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# Among Us — Voting Phase Prompt
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Discussion has concluded. It's time to cast your final vote.
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## The Decision
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You must now vote for:
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- A **player** to eject
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- **Skip** to eject no one
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## What Happens
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- Whoever gets the most votes is ejected
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- If there's a tie, no one is ejected
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- If skip votes tie with the highest, no one is ejected
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- Ejection may or may not reveal the player's role (depends on settings)
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## Consider
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Before voting:
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1. **Evidence**: What have you personally witnessed?
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2. **Alibis**: Whose stories were consistent?
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3. **Accusations**: Who is pointing fingers at whom?
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4. **Behavior**: Who was too quiet? Too aggressive?
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5. **Patterns**: Does this match previous games?
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## Output Format
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Respond with valid JSON only:
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```json
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{
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"internal_thought": "My reasoning for this vote",
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"vote": "red",
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"final_scratchpad_updates": {
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"suspicions": "Updated suspicion levels after this meeting..."
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}
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}
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```
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### Vote Options
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- `"player_id"` — Vote to eject that player (e.g., "red", "blue")
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- `"skip"` — Vote to skip, no ejection
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## Important
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- Your vote is **final** — you cannot change it
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- Make sure you're voting for the right person
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- Consider the consequences of a wrong vote:
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- Ejecting a crewmate helps impostors
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- Skipping when you should vote lets the impostor kill again
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Choose wisely.
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Reference in New Issue
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