Agent
Agent Specifications
For core specifications refer “Specifications Block Diagram"
Belief System Specification
Goal System Specification
Planning Specifications
Reasoning Specification
Exploration Specification
Adaptiveness Specification
Intent Specifications
Infrastructure Specifications
Semantics Specifications
Trust System Specifications
Social Specifications
Environment Specifications
Agentic Network Modes
Individual
Coordinated
Modeling
Simulation
Agent Core Systems
Belief System
Belief Base
Belief Schema
Belief Specification
Belief Acquisition
Belief Update
Belief Confidence Estimator
Source Attribution Module
Temporal Belief Tracker
Consistency Checker
Belief Access Interface
Belief Sharing Protocol
Goal System
Goal Repository
Goal Activator
Goal Generator
Goal Decomposer
Goal Controller
Goal Prioritization
Goal Conflict Resolver
Goal Monitoring
Goal Evaluation
Goal Adaptation
Goal Communication Interface
Goal Coordination
Planning System
Plan Generator
Plan Sourcing
Plan Registry
Plan Evaluator
Plan Selector
Approval / Consensus
Plan Monitor
Contingency Manager
Replanner
Plan Controller
Reasoning System
Knowledge Base Interface
Rule Base / Logic Model
Inference Engine
Heuristic Engine
Context Manager
Consistency Manager
Reasoning Strategy Registry
Reasoning Strategy Evaluator
Reasoning Strategy Selector
Counterfactual Simulator
Backtracking
Uncertainty Manager
Exploration System
Exploration Policy Registry
Exploration Policy Selector
Exploration Policy Manager
Novelty Detector
Budget Controller
Exploration vs. Exploitation Balancer
Exploration Logger
Risk Manager / Safety Filter
Social Exploration
Adaptiveness System
Change Detection
Feedback Integrator
Adaptation Control Logic
Plasticity Manager
Adaptive Planning Integrator
Resilience Evaluator
Behavior Modifier
Self-Tuning Engine
Adaptation Memory
Adaptation Selection
Adaptations Registry
Adaptation Constraints Module
Look Ahead System
Knowledge System
Knowledge Bases
Ontology Manager
Knowledge Acquisition Engine
Knowledge Representation Engine
Knowledge Retrieval Engine
Knowledge Revision / Removal
Contextual Knowledge Provider
Knowledge Sharing Interface
Episodic Memory Manager
Meta-Knowledge
Curriculum System
Static Curriculum
Dynamic Curriculum
Emergent Curriculum
Self Curriculum
Planning Curriculum
Reasoning Curriculum
Belief Curriculum
Exploration Curriculum
Exploitation Curriculum
Adaptiveness Curriculum
Social Curriculum
Decision Curriculum
Action Curriculum
Behaviour Curriculum
Coalition Curriculum
Negotiation Curriculum
Trust System
Trust Modeling Engine
Reputation Manager
Feedback Provider
Trust Policy Engine
Behavior Monitor
Risk Assessment Module
Evidence Collector
Alignment Verifier
Trust Propagation
Transparency Estimator
Social System
Agents Awareness Engine
Social Graph Manager
Role Manager
Norms & Protocol Compliance
Social Goal Manager
Social Inference
Coordination Engine
Communication Interface
Group Formation
Social Culture Engine
Drive System
Objectives
Drive State
Homeostasis Controller
Drive-to-Goal Translator
Drive Selector
Intrinsic Drive Engine
Extrinsic Drive Engine
Drive Adaptation
Objective Optimizer
Learning System
Reflections & Feedback
Experience Memory
Curriculum Manager
Learning Policy Selector
Model Trainer / Updater
Performance Evaluator
Meta-Learning System
Self Assessment Engine
Lifelong Learning Manager
Social Learning Interface
Action System
Actions Registry
Action Evaluator
Action Selector
Action Parameterizer
Action Execution
Action Monitor
Failure Handler
Action Constraints & Safety
Action Outcome Logger
Backtracking
Action Feedback
Decision System
Input Aggregation
Context Modeling
Reasoning Engine
Decision Logic Engine
Social Choice Engine
Multi-Agent Consensus
Dictatorial Decision
Collective Decision
Decision Memory & Feedback
Decisions Selector
Decisions Registry
Human-in-the-Loop (HIL) System
Human Interaction Interface
Human Task Assignment
Escalation Engine
Override by Human
Autonomous Level Config.
Role-Based Routing System
Human as Decision Support
Human Feedback Integration
Human Annotation Integration
Action Approval
Dual Control / Co Decision
Kill-Switch
Watch Dog
Behaviors
Operational Behaviors
Self Replication
Human In Loop
Retirement Terminate
Onboarding
Distribution
Delegation
Escalation
Memberships
Join
Migration
Self Diagnostics
Self Healing
Action Execution
Role Switching
SuspendSleep
ResumeWake
Spawn
Reconfigure
Sandbox
Authorization Authentication
Social Behaviors
Hiring Scouting
Contracting
Approvals
Exploration
Outsourcing
Application
Accepting
Rejecting
Negotiation
Feedback
Supervising
Reputation Trust
Sourcing
Agency Association
Coalition
Coordination
Cooperation
Compete
Discussion
Orchestrate
Signal
Communicate
Align
Deliberate
Cognitive Behaviors
Decision Making
Adapting
Planning
Mind Selection
Belief Update
Memory Update
Goal Selection
Intent Recognition
SelfMonitoring
Memory Management
Identity Awareness
Exploration
Perception
Reflection Critic
Reasoning
Revision
Action Selection
Personality
Belief Formation
Problem Solving
Learning
Prioritize
Skill Acquisition
Self Evolution
Self Improvement
Strategy
Memory Behaviors
Encode
Index
Update
Annotate
Share
Search
Recall Retrieve
Match
Replay
Consolidate
Organize
Technical Behaviors
Research
Retrieve
Coordination
Clone Fork
Merge Fusion
Observe Trigger Action
Function Calling
Tool Calling
Code Execution
Goal Seeking
Goal Abandonment
Collaboration
Competition
Social Signaling
Norm Following
Conflict Resolution
Fallback
Goal Alignment
Observer Mode
Teacher Mode
Repair
Information Sharing
Consensus Seeking
Priority Overriding
Social Choice Behaviors
Aggregation
Voting
Collective
Fairness Justice
Argumentation
Election
Veto
Deliberation
Sortition
Constraint Satisfaction
Regulated Behaviors
Function Calling
Tool Calling
Interrupts
Actions
Events
Communications
Decisions
Cognitive Calls
Access
Memory
Knowledge
Mutation
Replication
Self Modulation
Budgets
Self Regulation
SystemAccess
Deviations
Delegations
Economic Behaviors
Create
Transform
Compose Assemble
Trade
Bid
Buy
Offer
Distribute
Syndicate
Utilize
Contracts
Governance Behaviors
Propose
Vote
Register
Authenticate
Enforce
Compliance
Escalate
Dispute
Consent Dissent
Verify
Evaluate
Audit
Governance Behaviors
Consensus-Based
Discussing
Debating
Negotiation
Reflecting
Voting
Collaborative Learning
Experience Sharing
Teaching Mentoring
Discussions
Criticism Feedback
Evaluation
Instructing
Agent Lifecycle Management
Initialization & Formation
Identity Assignment
Genesis Protocols
Initial Resource Allocation
Foundational Roles
Contracts Code Instantiation
Infra Spawning
Agent Registration
LogInitiation
Structural Composition
RoleCapability Definition
Governance Definition
SubAgent Topology
Topology Models
Agent Archetypes
Operation & Execution
State Management
Health Monitoring
Agent Scheduling
Resource Management
Supervisor Supervision
Security & Trust
Authentication
Authorization
Trust SocialGraphs
Behavior Scoring
Drift Monitoring
Dissolution
Resource Redistribution
Dependency Handoff
Data Export
Task Rerouting
Termination Protocol
Governance
Policies
Norms
Value
Constraint
Alignment
Adherence Monitor
Enforcement
Verification
Override System
Conflict Resolution
Escalation
Ethics Encoding
Culture Encoding
Rights
Election
Guardrail
Consent
Arbitration
Audit
Constitution
Agent Law Book
Autonomy Bounds
Hierarchies
Compliance
Participation
Selection
Dispute Resolution
Nested Agency
Sanctions Rewards
Membership
Membership Procedure
Qualification Check
Application Intent Declaration
Selection Vetting
JoinLeave Protocols
Membership Management
Participation Rights Obligations
Behavior Monitoring Evaluation
Conflict Handling
Grievance Resolution
Termination Procedures
Audit Trail
Knowledge Preservation
Handoffs
Role Assignment
Switching
Membership Lists
Internal
External
Permanent
Fixed
Dynamic
Contracting
Team Governance
Internal Rules
Decision Hierarchy
Team Specific Policy
Sanctions And ewards
Resource Sharing
Communication
Message Protocol
Language Ontology
Intents Performatives
Interpreter
Conversation Management
Knowledge Sharing
Interaction Protocols
Goal Signaling
Custom Interaction Models
Signing
Communication Management
Communication Mesh
Mesh Archetypes
Message Routing
Message Buffers
Delivery Guarantees
Priority Buffers
Synchronization Mechanisms
Inter Protocol Translation
Access Control Filters
Message Filtering
Communication Patterns
Unicast (One-to-One)
Multicast (One-to-Many)
Broadcast (One-to-All)
Anycast (One-to-One of Many)
Publish Subscribe
Query Response
Relay Communication
Hierarchical Communication
Synchronous
Asynchronous
Mediated Communications
Private Public
Stateful Stateless
Resource Management
Discovery, Registration & Bidding
Resource Advertisement
Resource Discovery
Resource Registry Services
Resource Requests
Resource Bidding
Allocation & Scheduling
Centralized
Distributed
Market Based Allocation
Usage Policies
Priority Allocation
Reservation Preemption Rules
Resource Sharing
Resource Pooling
Access Coordination
Sharing Policies
Utilization Limits
Contention Resolution
Resource Withdrawal
Negotiation
Resource Security
RBAC_ABAC
Sandboxing
TEE
MPC (Multi-Party Compute)
Monitoring & Telemetry
Failure Recovery & Redundancy
Router
Routing Table
Communication Routers
Task Router
Resource Router
Cross Agent Agency Gateway
Failover Routing
Governance Router
Service Router
Control Router
Strategy Router
Cognitive Routers
Knowledge Routers
Routing Mechanisms
Intent Based Routing
Semantic Routing
Topic Based Routing
Event Driven Routing
Placement Aware Routing
Cost Aware Routing
Policy Based Routing
Custom Router
Trust Based Routing
Contractual Routing
Capability Based Routing
Social Routing
State Management
Internal & Collective State Tracking
Membership State
Lifecycle State
Belief State
Goal State
Task State
Alignment State
Aggregation Engine
Resources State
Communications State
Cognitive Load State
Role State
Ethical State
Feedback State
Governance State
Coordination State
Trust State
CapabilityState
State Sharing
State Exposure
State Synchronization
State Encoding Serialization
Trust Access Control
State Subscriptions Events
State Querying
State Persistence
State Checkpointing
State Backups
State Recovery
State Rewind
State Introspection
Task
Preferences
Discover
Qualify
Apply
POC
Contracting
Priorities
Preparation
Task Planning
Execution
Completion
Specification
Task Communication
Task State
Task Evaluation
Task Feedback
Task Constraints
Task Assets
Task Archive Reuse
Task Library
Task Interruption
Task Assignment
Role Based Assignment
Skill Based Matching
Bidding Auctions
Round Robin Load Balancing
Delegation Trees
Market Based Allocation
Constraint Satisfaction Dispatch
Policy Based Filtering
Trust Based Assignment
Federated Task Brokering
Task Swarm Attraction
Subscription Based Pull
Shared Blackboard Posting
Service Discovery Matching
Contract Net Protocol
SLA Compliance & Monitoring
State Tracker
Behavior Observation
Fulfillment Checker
SLA Specification
SLA Contracting
SLA Negotiation
SLA Registration
SLА Monitoring
SLA Violation Handler
SLA Audit Store
Custom SLA Alignment
Deviation Detection
Risk Definition
Risk Monitor
Violation Trigger
Constraint Monitoring
SLA Escalation
SLA Fallbacks
SLA Enforcement
SLA Aware Router
Action / Tools Systems
Action Specification
Action Registry
Action Discovery
Action Selection
Action Planning
Action Executor
Monitoring Feedback
Action Learning
Action Usage
Action Creation
Action Governance
Guardrails
Usage Constraints
Usage Policy
Authorization Authentication
Action Audit
Action Logging
Action Lists
Action Validator
Action Justifier
Program / Tool Synthesis
Program Specification
Program Planning
Synthesis Engine
Program Search
Program Matching
Program Proposing
Program Verifying
Program Optimization
Program Registration
Program Execution
Workflows
Process Triggers
Event-Based
Goal-Based
Schedule-Based
User Invoked
State Based
Message Based
External Triggers
Sequencing & Flow
Sequential Flow
Parallel Flow
Conditional Flow
Looping Flow
Nested Flow
Synchronization Flows
Interruptible Flows
Dynamic Flows
Branching
Merging
Supports AI OS Workflows
Agent X Agent Relationship
Representation
Delegation
Intent
Alignment
Governance
Accountability
Authorization
Identity
Role
Membership
Conflict Resolution
Negotiation
Constraint
Communication
Team
Audit
Orientation
Compliance
Enforcement
Access Control
Budgets
Service-Level Management
Metrics KPIs
Resource Management
Escalation
Approvals
Core Values
Culture
Ethics
Motivation Engine
Goal Engine
Agent/Agency Discovery
Social Network
Trusted Network
Outsourcing Network
Internal Members
Vendors
Custom Lists
Allied Agents
Regulatory Authorities
Blacklisted Actors
Competitors
Network Brokers
Advisory Circle
Organization List
Brain / Multi Brain Link
Discovery
Mind Registry
Mind Explorer
Capability Matcher
Mind Sourcing
Mind Evaluator
Selection Context
Mind Alignment
Selection Pool & Assignment
Static
Dynamic
On Demand
Inference Request
Single Shot
Streaming
Compositional Chaining
Assignment
Multi Brain Composer
Multi Brain Router
Mind Orchestrator
Brain Pool
Skills
Skill Exploration
Skill Acquisition
Skill Registry
Skill Activation Executor
Skill Planner
Skill Composition
Coalition
Coalition Identity
Membership Registry
Entry Exit Protocols
Role Assignment
Shared Context
Communication
Decision Mechanism
Task Coordination
Reward Distribution
Coalition Policy
Dissolution
Formation Protocol
Distributed Control
Trust
Structural Constraints
Coalition Goals
Belief Fusion
Coalition Constitution
Coalition Type
Contractual
Emergent
Hierarchical
Flat Peer Based
Temporal
Perpetual
Federated
Centralized
Nested
Cooperatives
Custom Coalition
Knowledge
Knowledge Production
Generation
Validation
Codification
Storage & Retrieval
Knowledge Base Types
Encoding
Routing
Reception & Decoding
Integration
Knowledge Representation
Symbolic
Subsymbolic
Knowledge Graphs
Schemas Ontology
Concept Hierarchies
Knowledge Base Types
Static Knowledge
Episodic Knowledge
Learned Knowledge
External Knowledge
Procedural Knowledge
Semantic Knowledge
Reasoning Layer
Deductive
Inductive
Abductive
Analogical
Probabilistic Reasoning
Learning Layer
Feedback
Error Correction
Conflict Detection Resolution
Model Fine Tuning
Trust Based Updates
Knowledge Synchronization Layer
Multi Agent Sync
Shared Coalition Knowledge Graphs
Human In The Loop Updates
Conflict Detection Resolution
Sync Scope Filter
Plug-in & Extensibility Interfaces
Domain Specific KBs
Common Sense KBs
Concepts KBs
External Sources
Strategy System
Strategy Ontology Spec
Strategy Orchestrator
Strategy Registry
Exploration Balancer
Strategy Reasoner
Strategy To Contract Manager
Strategy Evaluator
Strategy Selector
Strategy Network
Strategy Synthesizer
Meta Strategy Controller
Strategy Feedback Loop
Tactic Library
Strategy Memory
Manual Strategy
Constraint Checker
Auto Strategy
Strategy Chaining
Hybrid Strategy
Nested Strategies
Human In Loop
Agent Network Collaboration System
Coordination & Cooperation
Shared Task Planner
Synchronization Engine
Goal Alignment Protocol
Joint Intention Tracker
Mutual Assistance Module
Languages
Agent Communication Language
Ontology Manager
Interpreter
Translator
Communication Mesh
Negotiation & Conflict Resolution
Bargaining Engine
Arbitration Protocol
Preference Modeling
Conflict Detection
Conflict Resolution
Distributed Problem Solving
Subtask Allocator
Partial Solution Integrator
Information Sharing Protocol
Inter Agent Dependency Manager
Dynamic Role Assignment
Orchestration
Workflow Controller
Policy Based Scheduler
Policy Engine
Conflict Detection
Monitoring Feedback
Execution Tracker
Adaptive Planner
Shared Knowledge & Memory System
Shared Knowledge Base
Semantic Memory System
Epistemic State Tracker
Shared Memory Manager
Shared Workspace
Meta-Collaboration Layer
Collaboration Protocol Selector
Role Team Formation
Role Assignment
Meta Strategy Selector
Negotiation Engine
Interoperability Bridging
Decision Protocol Selector
Governance Protocol Selector
Conflict Resolution Protocol
Reward Protocol Selector
Cognitive Libraries
Skill Library
Curriculum Library
Behavior Library
Planning Library
Reasoning Library
Negotiation Library
Exploration Library
Exploitation Library
Decision Maker Library
Action Library
Coalition Library
Compute Environments
Sandboxes
Code Execution
Code Generation
Simulator
Policy Execution
Function Execution
Tool Execution
Evaluator System
State Evaluator
Alignment Evaluator
Policy Evaluator
Constraint Evaluator
Result Evaluator
Plan Evaluator
Progress Evaluator
Custom Evaluator
Prompt Evaluator
Self Evolution & Self Improvement
Prompt Optimization
Workflow Optimization
Tool Optimization
Curriculum Optimization
Iterative Feedback
Self & External Reflection
Active Exploration
Mind optimization
Self Evolution & Self Improvement
Agent/Agency Policies
Observation System
Reward Model
Reward Memory
Credit Assignment System
Reward Learning