What is the Behavioral Modulation Signal (BMS)?
The Behavioral Modulation Signal (BMS) is a standardized framework for understanding and working with timing-aware intelligence. It translates complex temporal patterns derived from natural time cycles into actionable, machine-readable signals that can influence and modulate behavior in digital systems.
Core Concept
Think of BMS as a "behavioral weather report" - just as weather data tells you the atmospheric conditions that might influence outdoor activities, BMS tells you the temporal conditions that might influence behavioral expressions, decision-making patterns, and interaction styles.
The Six Pillars of BMS
Every BMS signal is built upon six fundamental pillars that together describe a complete temporal state:
Your current location within natural time cycles. This describes "where" you are in the temporal landscape at any given moment.
The active state currently influencing behavior. Like seasons affect nature, phases affect how behaviors naturally want to express themselves.
How strongly temporal patterns manifest at any moment. Some times have subtle influence; others have pronounced effects.
The long-term developmental trajectory. This represents accumulated temporal experience over extended periods.
The 24-hour behavioral modulation cycle (SIPS). This captures the micro-temporal fluctuations throughout each day.
The alignment between short-term (SIPS) and long-term (Vortex) patterns. High harmony means consistent behavioral flow.
BMS doesn't predict what will happen - it describes the temporal conditions under which things are happening. Understanding this distinction is key to building effective BMS-aware systems.
The Nine Calendars (Elements)
The BMS system operates through nine distinct temporal dimensions, each represented by a unique "calendar." These calendars are not traditional date systems but rather represent different aspects of temporal influence on behavior. Each calendar governs a specific domain of behavioral expression.
Understanding Calendars
Think of each calendar as a different "lens" through which temporal patterns can be observed. Just as light can be split into different wavelengths (colors), temporal influence can be split into these nine fundamental elements.
Represents the baseline identity rhythms - the fundamental "self" that remains constant beneath all other fluctuations.
Code: 7F7F7F | ID: monolith-stillness
Governs effort readiness rhythm - the available energy and drive for action and accomplishment.
Code: FF0000 | ID: crimson-forge
Controls adaptation rhythm - the ability to change, adjust, and respond to new circumstances.
Code: FF4000 | ID: ember-serpent
Manages consistency and anchoring - the tendency toward steady, reliable patterns.
Code: FFFF00 | ID: solar-loom
Influences perception and decision timing - how information is processed and choices are made.
Code: 00FF00 | ID: emerald-grid
Governs long-term behavioral durability - the persistence and endurance of patterns over time.
Code: 00FFC0 | ID: tidal-compass
Controls depth and introspection - the capacity for inner reflection and deeper understanding.
Code: 0000FF | ID: indigo-exile
Manages alternating behavioral polarities - the oscillation between opposing tendencies.
Code: FF00FF | ID: twin-spiral
Represents integration of all systems - the holistic connection between all other calendars.
Code: 606F | ID: ouroboric-gate
Key Insight
When building a BMS system, you can choose to work with all nine calendars for comprehensive analysis, or focus on specific calendars relevant to your use case. For example, a productivity app might prioritize Capacity and Stability, while a meditation app might focus on Content and Connectivity.
Understanding Temporal Layers
The BMS system processes temporal data through four distinct layers, each providing a different perspective on behavioral patterns. Understanding these layers is essential for interpreting BMS signals correctly.
Layer 1: SIPS (Micro-Temporal)
SIPS (Streaming Intelligence Pulse Signal) represents the 24-hour behavioral modulation cycle. It captures the moment-to-moment fluctuations in temporal influence throughout each day.
Analogy
SIPS is like checking the current temperature - it tells you what's happening right now and in the immediate hours ahead. It's highly responsive and changes frequently.
Layer 2: Vortex (Macro-Temporal)
Vortex provides long-term evolution potential analysis. While SIPS shows the present moment, Vortex reveals the broader temporal trajectory and underlying patterns that persist over extended periods.
Analogy
Vortex is like checking the seasonal forecast - it tells you the general conditions you can expect over weeks or months. It changes slowly and represents deeper patterns.
Layer 3: Lumina Map (Expression)
Lumina Map calculates temporal position (0-360 degrees) and measures the distances between different calendar expressions. It shows how each calendar element is currently expressing itself relative to others.
Key Output
temporal_location: A degree value (0-360) showing position in the temporal cycle
inter_calendar_distances: How far apart different calendar expressions are from each other
Layer 4: Lumina Coordinate (Maturity)
Lumina Coordinate provides the "Temporal Station" (rho value) and "Temporal Shift" measurements. This layer indicates developmental maturity and the magnitude of temporal changes over time.
Key Output
temporal_station: The rho value representing accumulated temporal development
temporal_shift: The magnitude and direction of temporal change (for dual-date calculations)
Numeric Metrics Deep Dive
Both SIPS and Vortex layers output ten numeric metrics for each calendar. These metrics are the quantitative foundation of the BMS signal, each measuring a specific aspect of temporal influence.
Measures physical and structural influence. Represents how temporal conditions affect physical or foundational aspects of behavior.
Measures output and production capacity. Indicates the potential for productive output and accomplishment during this temporal window.
Measures environmental and contextual factors. Represents the social and relational aspects of temporal influence.
Measures temporal displacement and sensitivity. Indicates how connected or disconnected from the present moment one might feel.
Measures vertical energy direction. Represents upward (expansive) or downward (grounding) energy tendencies.
Measures directional orientation in degrees. Indicates the "compass direction" of current temporal influence.
Measures grounding factor. Higher values indicate stronger connection to foundational, stabilizing influences.
Measures energy field size. Represents the "reach" or sphere of influence of current temporal patterns.
Measures attraction force. Indicates the pull or draw toward certain behaviors, people, or outcomes.
Measures energy polarity. Positive values indicate outward/active energy; negative values indicate inward/receptive energy.
Interpreting Ranges
Bipolar metrics (-100 to 100): Zero represents neutral/balanced state. Positive and negative values represent opposing tendencies, neither inherently "good" or "bad."
Unipolar metrics (0 to max): Higher values represent greater intensity of that quality. Scale varies by metric - always normalize before comparing different metrics.
Categorical Fields Explained
In addition to numeric metrics, SIPS and Vortex provide eight categorical fields that classify temporal states into discrete categories. These are easier to interpret directly and are ideal for conditional logic in your systems.
Describes temporal coherence state - how integrated or fragmented the current temporal experience is.
Use for: Focus ability, coherence indicators, attention management
Indicates the cyclical position within a temporal pattern - where in the natural cycle you currently reside.
Use for: Growth phases, renewal vs. rest, seasonal metaphors
Shows cardinal orientation - the general direction of temporal energy flow.
Use for: Directional metaphors, navigation UI, orientation
Defines the scope of influence - how broadly the temporal pattern extends.
Use for: Impact scope, personal vs. universal, scale-based features
Identifies the current cycle phase - like lunar phases but for temporal patterns.
Use for: Building vs. releasing energy, peak timing, rest indicators
Recommends the mode of action best suited to current temporal conditions.
Use for: Action recommendations, behavior mode, activity suggestions
Describes the overall tendency or resonance pattern of the current moment.
Use for: Pattern complexity, resonance type, numerical metaphors
Indicates progress within the current action or development cycle.
Use for: Progress indicators, development stage, readiness levels
BMS Signal Properties
When you receive a processed BMS signal (through the BMS WebSocket stream or SDK), it includes additional computed properties specifically designed for modulating AI/ML systems, avatars, and user interfaces.
Core Signal Properties
The "weight" or intensity of the current temporal state. Higher density means more pronounced temporal influence.
The clarity or expressiveness level. Higher brightness means more overt, clear expression of behavioral tendencies.
How apparent or observable the temporal patterns are. Higher visibility means patterns are more easily perceived.
The tempo or pace of temporal cycles. Higher values indicate faster rhythms; lower values indicate slower, steadier rhythms.
Spatial Properties
Three-dimensional positioning coordinates. Represent the "location" of the signal in abstract behavioral space.
How unified or scattered the behavioral signal is. Higher cohesiveness means more focused, integrated behavior patterns.
Interaction Properties
The depth or intensity of engagement potential. Higher values suggest capacity for deeper, more meaningful interactions.
The speed and quality of reaction potential. Higher values indicate quicker, more agile response tendencies.
The degree of variability or oscillation in behavior. Higher values indicate more variable, less predictable patterns.
Visual & Physics Properties
The speed of rotational or cyclical movement. Affects spinning animations and cyclical behaviors.
The attraction force toward center or focus points. Higher values create stronger gravitational effects.
The size of the influence field around the entity. Affects glow effects and presence indicators.
The visual intensity of harmony or alignment. Higher values create brighter, more harmonious visual effects.
The firmness or fluidity of form. Higher values suggest more solid, defined shapes; lower values suggest more fluid forms.
A multiplier based on current developmental stage. Modifies other values based on maturity level.
Harmony Analysis
Harmony Analysis is a derived analysis that compares SIPS (micro-temporal/daily rhythm) with Vortex (macro-temporal/long-term patterns). It reveals how aligned or misaligned your short-term behavioral patterns are with your long-term trajectory.
The Harmony Principle
When SIPS and Vortex are aligned, behavior flows naturally and efficiently. When misaligned, there may be internal friction - like trying to sprint during a time suited for rest, or resting when conditions favor action.
Harmony Analysis Data Points
The primary alignment score between SIPS and Vortex. A value of 1.0 means perfect alignment; 0.0 means complete misalignment.
• 0.8-1.0: High harmony - behavior naturally aligned
• 0.5-0.8: Moderate harmony - some adaptation needed
• 0.0-0.5: Low harmony - significant friction present
The inverse of harmony (1 - harmonyQuotient). Measures the degree of misalignment or internal resistance.
Measures how many categorical fields (season, phase, direction, etc.) match between SIPS and Vortex.
Practical Example
High Harmony (0.85): "Your current energy (SIPS) matches your long-term rhythm (Vortex). This is an optimal time for important activities."
Low Harmony (0.35): "Your immediate impulses may conflict with your deeper patterns. Consider whether short-term desires align with long-term goals."
Maturity Analysis
Maturity Analysis combines Lumina Map (expression/position) with Lumina Coordinate (maturity/development) to assess the developmental stage and expression mode of each calendar element. This analysis is keyed by Element name (e.g., "Capacity") rather than calendar ID.
Maturity Analysis Data Points
The overall maturity level derived from the temporal station (rho value). Higher values indicate more developed/mature patterns.
How strongly this element is currently expressing itself, derived from Lumina Map position.
Categorical classification of the current developmental stage.
Use for: Progress tracking, growth indicators, stage-appropriate responses
Whether the element is currently expressing actively or passively.
Use for: Action vs. reception mode, engagement style
A classification based on the combination of expression intensity and maturity quotient.
Use for: Personality typing, response style, interaction approach
The Four Behavioral Archetypes
The Behavioral Archetype is determined by the intersection of Expression Intensity and Maturity Quotient. Each archetype represents a distinct behavioral profile with its own characteristics and optimal interaction patterns.
Wisdom combined with confident expression. The Sage archetype represents mastery that is actively shared. They offer guidance, contemplation, and refined perspective. Ideal for teaching, mentoring, and complex problem-solving.
Action and ambition in active growth phase. The Warrior archetype represents energetic pursuit of development. They embody drive, initiative, and bold action. Ideal for challenges, competitions, and breakthrough efforts.
Mature wisdom held in reserve. The Guardian archetype represents stable, protective wisdom that doesn't seek attention. They provide stability, protection, and quiet nurturing. Ideal for support roles, maintenance, and care.
Exploration and learning in quiet mode. The Seeker archetype represents potential awaiting activation. They embody curiosity, openness, and receptivity to learning. Ideal for research, exploration, and foundational building.
Using Archetypes in Your System
Each element (calendar) can have a different archetype at any given time. A user might be a "Warrior" in Capacity while being a "Guardian" in Stability. Understanding this multi-dimensional archetype profile enables nuanced behavioral modeling.
Building Your BMS System
Now that you understand all the data points, let's discuss how to architect a BMS-aware system. The key is selecting the right data tier and understanding how to map BMS data to your specific use case.
Choosing Your Data Tier
| Tier | Properties | Rate Limit | Best For |
|---|---|---|---|
| Minimal | ~7 properties | 100-120 req/min | Mobile apps, widgets, simple LLM prompts, low-bandwidth scenarios |
| Standard | ~22 properties | 30-60 req/min | Most AI/ML applications, web apps, general-purpose integration |
| Full | ~35+ properties | 12-30 req/min | Rich avatar systems, game NPCs, detailed visualizations |
| Raw | All properties | 6-12 req/min | ML training, research, comprehensive analysis, debugging |
The BMS Integration Flow
Required Inputs
To generate BMS data, you need to provide:
- Date: The target date (format: YYYY-MM-DD)
- Time: The target time (format: HH:MM, 24-hour)
- Timezone: The timezone (e.g., "UTC-05:00" or "Asia/Kolkata")
- Latitude: Geographic latitude (-90 to 90)
- Longitude: Geographic longitude (-180 to 180)
Static vs. Dynamic BMS
Static BMS: Use birth date/time/location to create a persistent profile. This represents the "natal" temporal signature.
Dynamic BMS: Use current date/time/location to create real-time modulation. This represents "transiting" temporal conditions.
Most sophisticated systems combine both: a static natal profile modulated by dynamic current conditions.
Use Cases & Patterns
Pattern 1: LLM Personality Modulation
Use BMS signals to dynamically adjust AI assistant personality and response style.
Mapping Example
density > 1.1 → "energetic and enthusiastic" tone
density < 0.9 → "calm and measured" tone
brightness > 0.7 → high expressiveness, more emotive
cohesiveness > 0.7 → stable, consistent responses
responsiveness > 0.6 → quick, agile response style
Pattern 2: Avatar/NPC Behavior
Use BMS spatial and physics properties to animate game characters or digital avatars.
Property Mapping
spatialX/Y/Z → 3D position modulation
rotationalVelocity → spin/turn animation speed
auraRadius → glow effect size
formSolidity → mesh deformation/fluidity
wobbleScale → idle animation intensity
Pattern 3: Productivity Apps
Use harmony and maturity analysis to suggest optimal activity timing.
Logic Example
harmonyQuotient > 0.7 AND phase = "Waxing" → Suggest challenging tasks
harmonyQuotient < 0.4 OR phase = "Rest" → Suggest light activities
behavioralArchetype = "WARRIOR" → Good for competitive tasks
behavioralArchetype = "SEEKER" → Good for learning/research
Pattern 4: Wellness & Mindfulness
Use temporal layers to provide contextual wellness guidance.
Guidance Mapping
SIPS season = "Winter" → Suggest rest and restoration
Elevation < -50 → Suggest grounding exercises
TimeTravel > 50 → Suggest presence/mindfulness
Content calendar dominant → Suggest introspection activities