Reference Rule Engine

{
  "title": "Reference Rule Engine",
  "version": "1.0.0",
  "inputs": {
    "required": [
      "text",
      "rhetorical_situation",
      "intended_outcome"
    ],
    "recommended": [
      "genre",
      "channel",
      "stakes",
      "audience_state",
      "style_profile",
      "source_evidence",
      "product_or_world_state"
    ],
    "analyzed_model": [
      "tokens",
      "morphology",
      "dependencies",
      "clauses",
      "sentences",
      "paragraphs",
      "sections",
      "claims",
      "evidence",
      "entities",
      "discourse_relations",
      "document_structure"
    ]
  },
  "execution": [
    {
      "step": 1,
      "action": "analyze",
      "output": "text_model"
    },
    {
      "step": 2,
      "action": "filter_rules",
      "logic": {
        "all": [
          {
            "path": "rule.domain",
            "operator": "compatible_with",
            "value": "context"
          },
          {
            "path": "rule.layer",
            "operator": "present_in",
            "value": "text_model"
          }
        ]
      }
    },
    {
      "step": 3,
      "action": "evaluate_hard_constraints",
      "on_fail": "block_or_required_fix"
    },
    {
      "step": 4,
      "action": "evaluate_context_defaults",
      "on_exception": "require_named_purpose"
    },
    {
      "step": 5,
      "action": "evaluate_heuristics_and_creative_options",
      "on_match": "rank_not_force"
    },
    {
      "step": 6,
      "action": "generate_candidate_edits"
    },
    {
      "step": 7,
      "action": "rank_LAKA",
      "order": [
        "outcome_gain_desc",
        "magnitude_asc",
        "scope_asc",
        "depth_asc",
        "reversibility_asc"
      ]
    },
    {
      "step": 8,
      "action": "apply_minimal_set"
    },
    {
      "step": 9,
      "action": "regression_test",
      "dimensions": [
        "meaning",
        "accuracy",
        "grammar",
        "cohesion",
        "voice",
        "accessibility",
        "evidence",
        "task_success"
      ]
    },
    {
      "step": 10,
      "action": "emit",
      "outputs": [
        "revised_text",
        "diagnostics",
        "applied_rule_ids",
        "exceptions",
        "unresolved_risks",
        "test_plan"
      ]
    }
  ],
  "strength_behavior": {
    "hard_constraint": "must pass or block",
    "context_default": "apply unless a documented exception improves the intended outcome",
    "heuristic": "score and rank",
    "creative_option": "offer as a controlled alternative"
  },
  "safe_failure": {
    "if": {
      "any": [
        {
          "path": "intent",
          "operator": "unknown",
          "value": true
        },
        {
          "path": "evidence",
          "operator": "insufficient",
          "value": true
        },
        {
          "path": "rule_conflict",
          "operator": "unresolved",
          "value": true
        }
      ]
    },
    "then": [
      "preserve_text",
      "ask_focused_question_or_flag",
      "do_not_invent"
    ],
    "else": [
      "continue"
    ]
  }
}