Index

_

__call__() (braid.module.BraidReasoning method), [1] __init__() (braid.critic.CriticExecutor method) (braid.engine.StatefulExecutionEngine method) (braid.generator.GRDGenerator method), [1] (braid.masking.NumericalMasker method) (braid.metrics.PPDAnalyzer method) (braid.module.BraidReasoning method), [1] (braid.module.BraidResult method), [1] (braid.optimizer.BraidOptimizer method), [1] (braid.parser.GRDEdge method) (braid.parser.GRDNode method) (braid.parser.GRDStructure method), [1] (braid.parser.MermaidParser method), [1] (braid.training.ArchitectTrainer method) (braid.training.SyntheticDataGenerator method) (braid.validators.AtomicityValidator method) (braid.validators.GRDValidator method) (braid.validators.ProceduralScaffoldingValidator method)

A

add_example() (braid.generator.GRDGenerator method), [1] answer (braid.module.BraidResult attribute), [1] (braid.signatures.BraidReasoningSignature attribute)

ArchitectTrainer (class in braid.training) atomicity_score() (braid.optimizer.GRDMetrics static method), [1] AtomicityValidator (class in braid.validators)

B

braid.generator module braid.module module braid.optimizer module braid.parser module

braid.signatures module BraidExecuteSignature (class in braid.signatures), [1] BraidOptimizer (class in braid.optimizer), [1] BraidPlanSignature (class in braid.signatures), [1] BraidReasoning (class in braid.module), [1] BraidReasoningSignature (class in braid.signatures) BraidResult (class in braid.module), [1] BraidStepSignature (class in braid.signatures)

C

calculate_cost() (braid.metrics.PPDAnalyzer method) calculate_dataset_stats() (braid.training.ArchitectTrainer method) calculate_ppd_score() (braid.metrics.PPDAnalyzer method) can_reach() (braid.engine.StatefulExecutionEngine method) CIRCLE (braid.parser.NodeType attribute) compare_with_baseline() (braid.metrics.PPDAnalyzer method) completeness() (braid.optimizer.GRDMetrics static method), [1] condition (braid.parser.GRDEdge attribute)

context (braid.signatures.BraidStepSignature attribute) count_tokens() (braid.validators.AtomicityValidator method) create_dspy_examples() (braid.training.ArchitectTrainer method) CRITIC_PATTERNS (braid.critic.CriticDetector attribute) CriticDetector (class in braid.critic) CriticExecutor (class in braid.critic) current_step (braid.signatures.BraidExecuteSignature attribute), [1] CYLINDRICAL (braid.parser.NodeType attribute)

D

DEFAULT_EXAMPLES (braid.generator.GRDGenerator attribute), [1] DEFAULT_MAX_ITERATIONS (braid.engine.StatefulExecutionEngine attribute) DEFAULT_MAX_RETRIES (braid.critic.CriticExecutor attribute) DEFAULT_MAX_TOKENS (braid.validators.AtomicityValidator attribute) DEFAULT_MAX_TOTAL_STEPS (braid.engine.StatefulExecutionEngine attribute)

detailed_quality_report() (braid.optimizer.GRDMetrics static method), [1] detect_critics() (braid.critic.CriticDetector method) detect_cycles() (braid.engine.StatefulExecutionEngine method) detect_leakage() (braid.masking.NumericalMasker method) DIAMOND (braid.parser.NodeType attribute)

E

EDGE_PATTERN (braid.parser.MermaidParser attribute), [1] edges (braid.parser.GRDStructure attribute), [1] end_nodes (braid.parser.GRDStructure attribute), [1] error (braid.module.BraidResult attribute), [1] estimate_baseline_cost() (braid.metrics.PPDAnalyzer method) evaluate() (braid.optimizer.BraidOptimizer method), [1]

EXCLUDE_PATTERNS (braid.masking.NumericalMasker attribute) execute() (braid.engine.StatefulExecutionEngine method) execute_with_feedback() (braid.critic.CriticExecutor method) execution_trace (braid.module.BraidResult attribute), [1] execution_traceability() (braid.optimizer.GRDMetrics static method), [1] extract_execution_steps() (braid.parser.MermaidParser method), [1]

F

FAILURE_EDGE_PATTERNS (braid.critic.CriticDetector attribute)

forward() (braid.module.BraidReasoning method), [1] from_node (braid.parser.GRDEdge attribute)

G

generate() (braid.generator.GRDGenerator method), [1] generate_logic_samples() (braid.training.SyntheticDataGenerator method) generate_math_samples() (braid.training.SyntheticDataGenerator method) generate_mixed_samples() (braid.training.SyntheticDataGenerator method) generate_reasoning_samples() (braid.training.SyntheticDataGenerator method) generate_report() (braid.metrics.PPDAnalyzer method) generate_training_dataset() (braid.training.ArchitectTrainer method) get_cost_analysis() (braid.metrics.PPDAnalyzer method) get_critic() (braid.critic.CriticExecutor method) get_critic_type() (braid.critic.CriticDetector method) get_execution_order() (braid.parser.GRDStructure method), [1] get_feedback_loops() (braid.critic.CriticDetector method) get_incoming_edges() (braid.parser.GRDStructure method), [1]

get_model_config() (braid.metrics.PPDAnalyzer method) get_node_by_id() (braid.parser.GRDStructure method), [1] get_outgoing_edges() (braid.parser.GRDStructure method), [1] get_template() (braid.generator.GRDGenerator method), [1] grd (braid.module.BraidResult attribute), [1] (braid.signatures.BraidExecuteSignature attribute), [1] (braid.signatures.BraidPlanSignature attribute), [1] (braid.signatures.BraidReasoningSignature attribute) GRDEdge (class in braid.parser) GRDGenerator (class in braid.generator), [1] GRDMetrics (class in braid.optimizer), [1] GRDNode (class in braid.parser) GRDStructure (class in braid.parser), [1] GRDValidator (class in braid.validators)

H

has_cycles() (braid.engine.StatefulExecutionEngine method)

HEXAGON (braid.parser.NodeType attribute)

I

id (braid.parser.GRDNode attribute)

is_critic_node() (braid.critic.CriticDetector method) (braid.critic.CriticExecutor method)

L

label (braid.parser.GRDEdge attribute) (braid.parser.GRDNode attribute)

LEAKAGE_PATTERNS (braid.validators.ProceduralScaffoldingValidator attribute) LOGIC_TEMPLATES (braid.training.SyntheticDataGenerator attribute)

M

mask() (braid.masking.NumericalMasker method) mask_grd_nodes() (braid.masking.NumericalMasker method) masking_compliance() (braid.optimizer.GRDMetrics static method), [1] MATH_TEMPLATES (braid.training.SyntheticDataGenerator attribute) MermaidParser (class in braid.parser), [1] metadata (braid.parser.GRDNode attribute) (braid.parser.GRDStructure attribute), [1] model_config (braid.signatures.BraidExecuteSignature attribute), [1] (braid.signatures.BraidPlanSignature attribute), [1] (braid.signatures.BraidReasoningSignature attribute) (braid.signatures.BraidStepSignature attribute)

MODEL_CONFIGS (braid.metrics.PPDAnalyzer attribute) module braid.generator braid.module braid.optimizer braid.parser braid.signatures

N

NODE_PATTERNS (braid.parser.MermaidParser attribute), [1] node_type (braid.parser.GRDNode attribute) nodes (braid.parser.GRDStructure attribute), [1]

NodeType (class in braid.parser) NUMERICAL_PATTERNS (braid.masking.NumericalMasker attribute) NumericalMasker (class in braid.masking)

O

optimize() (braid.optimizer.BraidOptimizer method), [1]

overall_quality() (braid.optimizer.GRDMetrics static method), [1]

P

PARALLELOGRAM (braid.parser.NodeType attribute) parse() (braid.parser.MermaidParser method), [1] parsed_grd (braid.module.BraidResult attribute), [1] PLACEHOLDER_PREFIX (braid.masking.NumericalMasker attribute) PLACEHOLDER_SUFFIX (braid.masking.NumericalMasker attribute) PPDAnalyzer (class in braid.metrics) prepare_openai_finetune_dataset() (braid.training.ArchitectTrainer method)

previous_results (braid.signatures.BraidExecuteSignature attribute), [1] problem (braid.module.BraidResult attribute), [1] (braid.signatures.BraidExecuteSignature attribute), [1] (braid.signatures.BraidPlanSignature attribute), [1] (braid.signatures.BraidReasoningSignature attribute) procedural_scaffolding_score() (braid.optimizer.GRDMetrics static method), [1] ProceduralScaffoldingValidator (class in braid.validators) process_critic_output() (braid.critic.CriticExecutor method)

R

reasoning_steps (braid.module.BraidResult attribute), [1] (braid.signatures.BraidReasoningSignature attribute) REASONING_TEMPLATES (braid.training.SyntheticDataGenerator attribute)

RECTANGLE (braid.parser.NodeType attribute) reset() (braid.engine.StatefulExecutionEngine method) (braid.metrics.PPDAnalyzer method) ROUNDED (braid.parser.NodeType attribute)

S

SCAFFOLDING_PATTERNS (braid.validators.ProceduralScaffoldingValidator attribute) STADIUM (braid.parser.NodeType attribute) start_nodes (braid.parser.GRDStructure attribute), [1] StatefulExecutionEngine (class in braid.engine) step_description (braid.signatures.BraidStepSignature attribute)

step_output (braid.signatures.BraidStepSignature attribute) step_result (braid.signatures.BraidExecuteSignature attribute), [1] structural_validity() (braid.optimizer.GRDMetrics static method), [1] style (braid.parser.GRDEdge attribute) SUBROUTINE (braid.parser.NodeType attribute) SyntheticDataGenerator (class in braid.training)

T

to_node (braid.parser.GRDEdge attribute)

track_usage() (braid.metrics.PPDAnalyzer method) TRAPEZOID (braid.parser.NodeType attribute)

U

UNKNOWN (braid.parser.NodeType attribute)

unmask() (braid.masking.NumericalMasker method)

V

valid (braid.module.BraidResult attribute), [1] validate() (braid.parser.MermaidParser method), [1] (braid.validators.GRDValidator method) validate_and_report() (braid.validators.GRDValidator method)

validate_grd() (braid.validators.AtomicityValidator method) (braid.validators.ProceduralScaffoldingValidator method) validate_node() (braid.validators.AtomicityValidator method) (braid.validators.ProceduralScaffoldingValidator method) validate_samples() (braid.training.SyntheticDataGenerator method)