🌐 Atmosphere Module — Prompt Specification (v1)

TriadicFrameworks Canon — Operator‑Aligned, Agent‑Aware, Multi‑Scale Prompt Grammar#

Prompt Identity#

• prompt.name: AtmosphereModulePrompt

• prompt.category: ModulePrompt

• prompt.version: 1.0

• prompt.summary:
  Canonical prompt specification for the Atmosphere Module, defining operator grammar, agent invocation patterns, scale selection, and multi‑phase structural reasoning.

• prompt.purpose:
  Provide a unified prompt grammar for all Atmosphere Module tasks — maps, diagnostics, overlays, traces, and structural analyses.

1. Prompt Grammar (Atmosphere Edition)#

Atmosphere prompts follow the TriadicFrameworks Operator Grammar:

<operator> → <agent> → <scale> → <phase> → <output>

Where:

• operator = coherence, drift, paradox, resonance, continuity, clarity, dimensional_coupling
• agent = structural or physical agent from registry
• scale = micro, meso, macro, mega
• phase = Seven‑Phase atmospheric model
• output = fields, maps, diagnostics, overlays, traces

2. Prompt Structure#

Atmosphere prompts use the following canonical structure:

AtmospherePrompt {
    operator: <operator>
    agents: [<agent_list>]
    scales: [<scale_list>]
    phases: [<phase_list>]
    inputs: <input_fields>
    outputs: <output_fields>
    constraints: <rules>
}

Example#

AtmospherePrompt {
    operator: drift
    agents: [drift_agent, fluid_agent, thermo_agent]
    scales: [meso, macro]
    phases: [dynamics, thermodynamics, regime_transitions]
    inputs: convection_fields, shear, latent_heat_flux
    outputs: drift_vectors, instability_hotspots
    constraints: multi_scale_alignment, agentic_synthesis
}

3. Operator‑Aligned Prompt Rules#

Coherence Prompts#

• emphasize stability, persistence, alignment
• use coherence_agent + fluid_agent + thermo_agent
• prefer meso/macro/mega scales
• outputs: coherence_fields, stability_maps

Drift Prompts#

• emphasize instability, tension, decay
• use drift_agent + fluid_agent + thermo_agent
• prefer meso/macro scales
• outputs: drift_vectors, tension_zones

Paradox Prompts#

• emphasize boundary conflict, mixed regimes
• use paradox_agent + fluid_agent
• prefer meso/macro scales
• outputs: paradox_corridors, conflict_maps

Resonance Prompts#

• emphasize oscillation, harmonics, teleconnections
• use resonance_agent + dimensional_agent
• prefer macro/mega scales
• outputs: resonance_signatures, oscillation_maps

Continuity Prompts#

• emphasize temporal coherence, regime memory
• use resonance_agent + clarity_agent
• prefer macro/mega scales
• outputs: continuity_traces, evolution_maps

Clarity Prompts#

• emphasize truth extraction, noise reduction
• use clarity_agent
• all scales allowed
• outputs: clarity_pulses, simplified_maps

Dimensional Coupling Prompts#

• emphasize cross‑domain interaction
• use dimensional_agent + hydro_agent
• prefer meso/macro/mega scales
• outputs: coupling_maps, feedback_diagnostics

4. Multi‑Scale Prompt Logic#

Atmosphere prompts must specify scale selection:

Prompts may include multiple scales:

scales: [meso, macro]

5. Seven‑Phase Prompt Alignment#

Atmosphere prompts must align with the Seven Phases:

• composition
• forcing
• dynamics
• thermodynamics
• hydrospheric_coupling
• regime_transitions
• resonance_coherence

Example:

phases: [dynamics, thermodynamics, regime_transitions]

6. Agent Invocation Rules#

Agents must be invoked according to operator:

Prompts may include secondary agents when needed.

7. Atmosphere Prompt Templates#

Map Prompt#

AtmospherePrompt {
    operator: <operator>
    agents: <agents>
    scales: <scales>
    phases: <phases>
    inputs: <fields>
    outputs: <map_outputs>
    constraints: structural_map
}

Diagnostic Prompt#

AtmospherePrompt {
    operator: <operator>
    agents: <agents>
    scales: <scales>
    phases: <phases>
    inputs: <fields>
    outputs: <diagnostic_outputs>
    constraints: diagnostic_mode
}

Overlay Prompt#

AtmospherePrompt {
    operator: dimensional_coupling
    agents: [dimensional_agent, hydro_agent]
    scales: <scales>
    phases: <phases>
    inputs: <domain_fields>
    outputs: <overlay_outputs>
    constraints: cross_domain_alignment
}

Trace Prompt#

AtmospherePrompt {
    operator: continuity
    agents: [resonance_agent, clarity_agent]
    scales: <scales>
    phases: <phases>
    inputs: <temporal_fields>
    outputs: <trace_outputs>
    constraints: temporal_alignment
}

8. Atmosphere Prompt Summary#

The Atmosphere Module Prompt Specification provides:

• unified operator grammar
• agent‑aware prompt structure
• multi‑scale reasoning rules
• Seven‑Phase alignment
• canonical templates for maps, diagnostics, overlays, and traces
• full integration with Atmosphere operators, agents, scales, and structural outputs

It is the prompt‑level backbone of the Atmosphere Module.