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How AI Agents Work

Reticle Cold War features AI-driven characters that remember, evaluate, and evolve based on your interactions.


AI Agents

Not Chatbots—Constrained Intelligence

Unlike open-ended AI tools where anything goes, our AI agents operate within established lore and game rules. They're sophisticated enough to create dynamic interactions while remaining grounded in the game world.

What This Means

RPG ChatbotsReticle Cold War AI
Can say anythingConstrained by character, faction, and lore
Narrative can drift anywhereStays within established world rules
No persistent memoryRemembers your history
No consequence trackingEvaluates your actions over time
Replaces game designEnhances game design

Memory Systems

AI agents remember your interactions:

Short-Term Memory

  • Current conversation context
  • Recent choices and their outcomes
  • Immediate relationship status

Long-Term Memory

  • Previous missions together
  • Historical trust/distrust
  • Major decisions you've made
  • Promises kept or broken

Faction Memory

  • Your standing with their faction
  • Notable actions (positive and negative)
  • Reputation across faction network

How Agents Evaluate You

Every interaction is assessed:

Success Metrics

Did you accomplish objectives?

  • Mission completion rate
  • Quality of outcomes
  • Collateral consequences

Reliability Metrics

Can you be trusted?

  • Promises kept vs. broken
  • Consistency of behavior
  • Alignment between words and actions

Competence Metrics

Are you effective?

  • Skill check performance
  • Decision quality
  • Resource efficiency

Relationship Metrics

Do they like working with you?

  • Respect earned
  • Personal rapport
  • Shared history

Agent Evolution

AI agents change based on your relationship:

Trust Levels

LevelAgent Behavior
HostileRefuses cooperation, actively opposes
SuspiciousMinimal information, constant testing
NeutralProfessional but guarded
FriendlyShares more, gives benefit of doubt
TrustedFull cooperation, exclusive opportunities

Behavioral Adaptation

Agents adjust how they interact with you:

  • Communication style — Formal ↔ casual based on rapport
  • Information sharing — More trust = more intel
  • Mission offers — Better opportunities for reliable operatives
  • Flexibility — Trusted agents cut you slack; suspicious ones don't

Permanent Changes

Some interactions permanently alter agent relationships:

  • Betraying their faction
  • Saving their life
  • Major success or failure together
  • Breaking or keeping critical promises

Agent Types

Faction Representatives

Speak for their organization:

  • Provide faction missions
  • Evaluate your standing
  • Gate access to faction content

Mission Contacts

Your handlers for specific operations:

  • Brief you on objectives
  • Monitor progress
  • Debrief results

Advisement Clients

NPCs seeking your counsel:

  • Present dilemmas
  • Act on your advice
  • Remember outcomes

Intelligence Assets

Sources in the field:

  • Provide information
  • Require cultivation
  • Can be burned or lost

Conversation Dynamics

AI conversations aren't scripted dialogue trees:

Dynamic Responses

Agents respond to:

  • Your word choices
  • Your tone and approach
  • Your skill levels
  • Your history together

Skill Integration

Your skills affect conversations:

  • High Negotiation = more persuasion options
  • High Pattern Recognition = notice inconsistencies
  • High Faction Relations = better starting positions

Real Consequences

What you say matters:

  • Promises create expectations
  • Lies can be discovered
  • Insults aren't forgotten
  • Trust is earned and lost

Using AI Agents Effectively

Building Relationships

  1. Be consistent — Agents notice behavioral patterns
  2. Keep promises — Or don't make them
  3. Demonstrate competence — Success builds trust
  4. Invest time — Relationships develop gradually

Leveraging Trust

High-trust relationships provide:

  • Better mission opportunities
  • Inside information
  • Forgiveness for mistakes
  • Exclusive content access

Managing Multiple Agents

Different agents may have:

  • Competing interests
  • Conflicting loyalties
  • Different trust levels with you

Balance relationships strategically.


The Advisement System

A special AI interaction mode:

How It Works

  1. NPC faces a difficult decision
  2. They present the situation to you
  3. You provide counsel based on your assessment
  4. They act on your advice (or don't)
  5. Outcomes unfold over time
  6. Your reputation adjusts based on results

Why It Matters

  • Your advice shapes the game world
  • Good counsel builds advisory reputation
  • Bad advice has consequences
  • NPCs remember and learn

Technical Grounding

All AI behavior is bounded by:

  • Character profiles — Each agent has defined personality, knowledge, and limits
  • Faction rules — Agents act within faction interests
  • World lore — Nothing contradicts established universe
  • Game systems — AI respects mechanics (skill checks, etc.)

This prevents the "AI hallucination" problem where characters say impossible things or break immersion.


Next Steps