LAKA Volumetric Writing Grid
LAKA Volumetric Writing Grid
The file
Served verbatim at /v1/files/laka-grid.
{
"title": "LAKA Volumetric Writing Grid",
"version": "1.0.0",
"purpose": "Diagnose, generate, compare, eliminate, prescribe, route, and review writing alternatives across multiple interacting dimensions.",
"structural_dimensions": [
"object",
"condition",
"action",
"tool",
"resource",
"outcome",
"stakeholder",
"dependency"
],
"six_by_six_by_six": {
"interrogatives": [
"who",
"what",
"when",
"where",
"why",
"how"
],
"relational_modifiers": [
"direction",
"scope",
"depth",
"duration",
"frequency",
"reversibility"
],
"quantitative_scale": [
0,
1,
2,
3,
4,
5
],
"combinations": 216
},
"transformation_dynamics": [
{
"id": "magnitude",
"key_question": "How large is the difference or intervention?",
"states": [
{
"index": 0,
"code": "M0",
"name": "none"
},
{
"index": 1,
"code": "M1",
"name": "minor"
},
{
"index": 2,
"code": "M2",
"name": "substantial"
},
{
"index": 3,
"code": "M3",
"name": "dominant"
}
]
},
{
"id": "rate",
"key_question": "How quickly is the text or reader state changing?",
"states": [
{
"index": 0,
"code": "R0",
"name": "static"
},
{
"index": 1,
"code": "R1",
"name": "gradual"
},
{
"index": 2,
"code": "R2",
"name": "steady"
},
{
"index": 3,
"code": "R3",
"name": "rapid"
}
]
},
{
"id": "direction",
"key_question": "Where is meaning or performance moving?",
"states": [
{
"index": 0,
"code": "D0",
"name": "neutral"
},
{
"index": 1,
"code": "D1",
"name": "converging"
},
{
"index": 2,
"code": "D2",
"name": "diverging"
},
{
"index": 3,
"code": "D3",
"name": "oscillating_or_mixed"
}
]
},
{
"id": "scope",
"key_question": "How much of the content is affected?",
"states": [
{
"index": 0,
"code": "S0",
"name": "token"
},
{
"index": 1,
"code": "S1",
"name": "sentence"
},
{
"index": 2,
"code": "S2",
"name": "passage"
},
{
"index": 3,
"code": "S3",
"name": "document_or_system"
}
]
},
{
"id": "depth",
"key_question": "At what layer does the issue exist?",
"states": [
{
"index": 0,
"code": "DP0",
"name": "surface"
},
{
"index": 1,
"code": "DP1",
"name": "syntactic"
},
{
"index": 2,
"code": "DP2",
"name": "semantic"
},
{
"index": 3,
"code": "DP3",
"name": "world_model_or_strategy"
}
]
},
{
"id": "duration",
"key_question": "How long does the effect persist?",
"states": [
{
"index": 0,
"code": "DU0",
"name": "momentary"
},
{
"index": 1,
"code": "DU1",
"name": "temporary"
},
{
"index": 2,
"code": "DU2",
"name": "sustained"
},
{
"index": 3,
"code": "DU3",
"name": "persistent"
}
]
},
{
"id": "frequency",
"key_question": "How often does the pattern occur?",
"states": [
{
"index": 0,
"code": "F0",
"name": "never"
},
{
"index": 1,
"code": "F1",
"name": "rare"
},
{
"index": 2,
"code": "F2",
"name": "intermittent"
},
{
"index": 3,
"code": "F3",
"name": "continuous_or_systematic"
}
]
},
{
"id": "acceleration",
"key_question": "How is the rate itself changing?",
"states": [
{
"index": 0,
"code": "A0",
"name": "none"
},
{
"index": 1,
"code": "A1",
"name": "decelerating"
},
{
"index": 2,
"code": "A2",
"name": "linear"
},
{
"index": 3,
"code": "A3",
"name": "accelerating"
}
]
},
{
"id": "variability",
"key_question": "How stable is the pattern across samples?",
"states": [
{
"index": 0,
"code": "V0",
"name": "fixed"
},
{
"index": 1,
"code": "V1",
"name": "low"
},
{
"index": 2,
"code": "V2",
"name": "mixed"
},
{
"index": 3,
"code": "V3",
"name": "high"
}
]
},
{
"id": "detectability",
"key_question": "How easy is the issue to notice?",
"states": [
{
"index": 0,
"code": "DE0",
"name": "obvious"
},
{
"index": 1,
"code": "DE1",
"name": "visible_on_review"
},
{
"index": 2,
"code": "DE2",
"name": "latent"
},
{
"index": 3,
"code": "DE3",
"name": "hidden_without_testing"
}
]
},
{
"id": "reversibility",
"key_question": "How easily can the change be undone?",
"states": [
{
"index": 0,
"code": "RV0",
"name": "trivial"
},
{
"index": 1,
"code": "RV1",
"name": "easy"
},
{
"index": 2,
"code": "RV2",
"name": "costly"
},
{
"index": 3,
"code": "RV3",
"name": "effectively_irreversible"
}
]
},
{
"id": "propagation",
"key_question": "How far does the effect travel?",
"states": [
{
"index": 0,
"code": "P0",
"name": "isolated"
},
{
"index": 1,
"code": "P1",
"name": "local"
},
{
"index": 2,
"code": "P2",
"name": "cascading"
},
{
"index": 3,
"code": "P3",
"name": "system_wide"
}
]
},
{
"id": "amplification",
"key_question": "What happens as the effect is repeated or transmitted?",
"states": [
{
"index": 0,
"code": "AM0",
"name": "damped"
},
{
"index": 1,
"code": "AM1",
"name": "neutral"
},
{
"index": 2,
"code": "AM2",
"name": "reinforced"
},
{
"index": 3,
"code": "AM3",
"name": "runaway"
}
]
},
{
"id": "accumulation",
"key_question": "How does the effect build over time?",
"states": [
{
"index": 0,
"code": "AC0",
"name": "no_buildup"
},
{
"index": 1,
"code": "AC1",
"name": "episodic"
},
{
"index": 2,
"code": "AC2",
"name": "compounding"
},
{
"index": 3,
"code": "AC3",
"name": "saturated_or_entrenched"
}
]
}
],
"diagnostic_protocol": [
"symptom",
"decomposition",
"variety",
"elimination",
"prescription",
"routing",
"review"
],
"intervention_policy": {
"name": "smallest_sufficient_intervention",
"rule": "Select the lowest-magnitude, narrowest-scope, shallowest-depth, most reversible change that reaches the desired outcome without creating a higher-level failure.",
"escalation": [
"token_edit",
"phrase_edit",
"sentence_edit",
"paragraph_restructure",
"section_restructure",
"document_restrategy"
]
},
"outcome_separation": "Transformation degree measures how much changed; outcome quality measures whether the writing works. Never treat a larger change as a better outcome.",
"volumetric_address": "unit × genre × audience × purpose × channel × stakes × diagnostic_modifier × dynamic_state × rule",
"generation_example": {
"input": "A technical instruction is accurate but users miss the prerequisite.",
"coordinates": {
"object": "prerequisite",
"where": "before_step_1",
"scope": "section",
"depth": "information_architecture",
"frequency": "systematic",
"detectability": "latent",
"propagation": "cascading"
},
"smallest_change": "Move and label the prerequisite before the ordered steps; do not rewrite unrelated prose."
}
}