fix: update pgrx to 0.12.9 in both CI workflows and fix formatting

- postgres-extension-ci.yml: bump cargo-pgrx 0.12.0→0.12.9 (4 locations)
- ruvector-postgres-ci.yml: bump PGRX_VERSION 0.12.6→0.12.9
- Run cargo fmt to reformat multi-attribute #![allow(...)] lines

Co-Authored-By: claude-flow <ruv@ruv.net>

.github/workflows/postgres-extension-ci.yml

@@ -89,7 +89,7 @@ jobs:
             ${{ runner.os }}-cargo-build-target-${{ matrix.pg_version }}-
 
       - name: Install cargo-pgrx
-        run: cargo install cargo-pgrx --version 0.12.0 --locked
+        run: cargo install cargo-pgrx --version 0.12.9 --locked
 
       - name: Initialize pgrx (Ubuntu)
         if: runner.os == 'Linux'
@@ -139,7 +139,7 @@ jobs:
           sudo apt-get install -y postgresql-17 postgresql-server-dev-17
 
       - name: Install cargo-pgrx
-        run: cargo install cargo-pgrx --version 0.12.0 --locked
+        run: cargo install cargo-pgrx --version 0.12.9 --locked
 
       - name: Initialize pgrx
         run: cargo pgrx init --pg17=/usr/lib/postgresql/17/bin/pg_config
@@ -178,7 +178,7 @@ jobs:
           sudo apt-get install -y postgresql-17 postgresql-server-dev-17
 
       - name: Install cargo-pgrx
-        run: cargo install cargo-pgrx --version 0.12.0 --locked
+        run: cargo install cargo-pgrx --version 0.12.9 --locked
 
       - name: Initialize pgrx
         run: cargo pgrx init --pg17=/usr/lib/postgresql/17/bin/pg_config
@@ -241,7 +241,7 @@ jobs:
           sudo apt-get install -y postgresql-${{ matrix.pg_version }} postgresql-server-dev-${{ matrix.pg_version }}
 
       - name: Install cargo-pgrx
-        run: cargo install cargo-pgrx --version 0.12.0 --locked
+        run: cargo install cargo-pgrx --version 0.12.9 --locked
 
       - name: Initialize pgrx
         run: cargo pgrx init --pg${{ matrix.pg_version }}=/usr/lib/postgresql/${{ matrix.pg_version }}/bin/pg_config

.github/workflows/ruvector-postgres-ci.yml

@@ -36,7 +36,7 @@ on:
 env:
   CARGO_TERM_COLOR: always
   RUST_BACKTRACE: 1
-  PGRX_VERSION: '0.12.6'
+  PGRX_VERSION: '0.12.9'
   RUST_VERSION: 'stable'
 
 # Concurrency control - cancel in-progress runs for same PR

crates/ruvector-core/src/advanced/hypergraph.rs

@@ -150,9 +150,7 @@ impl HypergraphIndex {
     /// Add an entity node
     pub fn add_entity(&mut self, id: VectorId, embedding: Vec<f32>) {
         self.entities.insert(id.clone(), embedding);
-        self.entity_to_hyperedges
-            .entry(id)
-            .or_default();
+        self.entity_to_hyperedges.entry(id).or_default();
     }
 
     /// Add a hyperedge
@@ -192,10 +190,7 @@ impl HypergraphIndex {
 
         self.add_hyperedge(temporal_edge.hyperedge)?;
 
-        self.temporal_index
-            .entry(bucket)
-            .or_default()
-            .push(edge_id);
+        self.temporal_index.entry(bucket).or_default().push(edge_id);
 
         Ok(())
     }

crates/ruvector-core/src/advanced/neural_hash.rs

@@ -268,10 +268,7 @@ impl<H: NeuralHash + Clone> HashIndex<H> {
     pub fn insert(&mut self, id: VectorId, vector: Vec<f32>) {
         let code = self.hasher.encode(&vector);
 
-        self.tables
-            .entry(code)
-            .or_default()
-            .push(id.clone());
+        self.tables.entry(code).or_default().push(id.clone());
 
         self.vectors.insert(id, vector);
     }

crates/ruvllm/benches/ane_bench.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! ANE vs NEON Benchmark Suite
 //!
 //! Compares Apple Neural Engine (via BNNS) operations against

crates/ruvllm/benches/attention_bench.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Attention Kernel Benchmarks for M4 Pro
 //!
 //! Benchmarks for Flash Attention 2, Paged Attention, MQA, and GQA implementations.

crates/ruvllm/benches/e2e_bench.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! End-to-End LLM Inference Benchmarks for M4 Pro
 //!
 //! Comprehensive benchmarks for complete inference pipeline:

crates/ruvllm/benches/lora_bench.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! MicroLoRA Benchmarks for M4 Pro
 //!
 //! Benchmarks for LoRA adapter operations:

crates/ruvllm/benches/matmul_bench.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Matrix Multiplication Benchmarks for M4 Pro
 //!
 //! Benchmarks for GEMV, GEMM, and batched GEMM implementations.

crates/ruvllm/benches/metal_bench.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Metal GPU acceleration benchmarks
 //!
 //! Benchmarks Metal compute shaders for LLM operations.

crates/ruvllm/benches/norm_bench.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Normalization Kernel Benchmarks for M4 Pro
 //!
 //! Benchmarks for RMSNorm and LayerNorm implementations.

crates/ruvllm/benches/rope_bench.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! RoPE (Rotary Position Embedding) Benchmarks for M4 Pro
 //!
 //! Benchmarks for RoPE operations including:

crates/ruvllm/benches/ruvltra_benchmark.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! RuvLTRA-Small Model Benchmark Suite
 //!
 //! Comprehensive benchmarks for the RuvLTRA-Small (0.5B parameter) model

crates/ruvllm/benches/serving_bench.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Benchmarks comparing continuous batching to sequential serving
 //!
 //! Run with: cargo bench --bench serving_bench

crates/ruvllm/examples/benchmark_model.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Benchmark token generation speed on real GGUF models
 //!
 //! This benchmark measures:

crates/ruvllm/examples/download_test_model.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Download small GGUF models for testing
 //!
 //! This utility downloads small, quantized models suitable for testing RuvLLM.

crates/ruvllm/examples/generate_claude_dataset.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! # Claude Task Dataset Generation Example
 //!
 //! This example demonstrates how to generate a comprehensive fine-tuning dataset

crates/ruvllm/examples/hub_cli.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! RuvLLM Hub CLI - Manage models on HuggingFace Hub
 //!
 //! This CLI provides commands for downloading, uploading, and listing RuvLTRA models.

crates/ruvllm/examples/run_eval.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! RuvLLM Evaluation CLI
 //!
 //! Run real LLM evaluations using SWE-Bench tasks with the full RuvLLM stack.

crates/ruvllm/examples/train_contrastive.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! # Contrastive Fine-Tuning for RuvLTRA
 //!
 //! This example trains a contrastive embedding model for agent routing.

crates/ruvllm/src/claude_flow/claude_integration.rs

@@ -1067,10 +1067,7 @@ impl CostEstimator {
 
     /// Record actual usage
     pub fn record_usage(&mut self, model: ClaudeModel, usage: &UsageStats) {
-        let entry = self
-            .usage_by_model
-            .entry(model)
-            .or_default();
+        let entry = self.usage_by_model.entry(model).or_default();
         entry.input_tokens += usage.input_tokens;
         entry.output_tokens += usage.output_tokens;
     }

crates/ruvllm/src/evaluation/metrics.rs

@@ -117,10 +117,7 @@ impl AggregatedMetrics {
 
     /// Add a sample for a metric
     pub fn add_sample(&mut self, name: &str, value: f64) {
-        self.stats
-            .entry(name.to_string())
-            .or_default()
-            .add(value);
+        self.stats.entry(name.to_string()).or_default().add(value);
     }
 
     /// Get statistics for a metric

crates/ruvllm/tests/adapter_integration.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Integration tests for task-specific LoRA adapters
 
 #[cfg(test)]

crates/ruvllm/tests/ane_integration.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Integration tests for Apple Neural Engine (ANE) / Core ML functionality
 //!
 //! These tests verify end-to-end functionality of the ANE/CoreML backend,

crates/ruvllm/tests/ane_test_utils.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Test utilities for ANE/Core ML testing
 //!
 //! This module provides shared test utilities, fixtures, and helper functions

crates/ruvllm/tests/autodetect_integration.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Auto-Detection Integration Tests
 //!
 //! Tests the system capabilities detection, optimal configuration generation,

crates/ruvllm/tests/backend_integration.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Integration tests for LLM backends
 //!
 //! Tests the LLM backend infrastructure including model loading,

crates/ruvllm/tests/cross_platform.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Cross-platform tests for scalar fallback implementations
 //!
 //! These tests verify that the scalar fallback implementations produce

crates/ruvllm/tests/cross_platform_v21.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Integration tests for v2.1 cross-platform features
 //!
 //! Tests cover:

crates/ruvllm/tests/e2e_integration.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! End-to-end integration tests for RuvLLM
 //!
 //! Tests the complete inference pipeline including model loading,

crates/ruvllm/tests/e2e_integration_test.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! End-to-end Integration Tests for RuvLLM
 //!
 //! Tests the complete inference pipeline including:

crates/ruvllm/tests/gguf_integration.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! GGUF Format Integration Tests for v2.1
 //!
 //! Tests GGUF file format parsing, metadata extraction, tensor loading,

crates/ruvllm/tests/gguf_loader_test.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! GGUF Loader Integration Tests
 //!
 //! Tests for the new GGUF model loading system including:

crates/ruvllm/tests/kernel_integration.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Integration tests for NEON-optimized kernels
 //!
 //! Tests attention, RoPE, normalization, and matrix multiplication kernels

crates/ruvllm/tests/lora_integration.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Integration tests for LoRA (Low-Rank Adaptation)
 //!
 //! Tests MicroLoRA adaptation, forward pass, gradient accumulation,

crates/ruvllm/tests/mistral_backend_test.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Integration tests for mistral-rs backend
 //!
 //! Tests the mistral-rs backend integration including:

crates/ruvllm/tests/model_arch_integration.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Integration tests for v2.1 model architectures (Phi-3, Gemma-2)
 //!
 //! Tests cover:

crates/ruvllm/tests/real_model_test.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Real model validation tests
 //!
 //! These tests require actual GGUF model files to run.

crates/ruvllm/tests/ruvltra_e2e.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! RuvLTRA-Small End-to-End Tests
 //!
 //! This module provides comprehensive end-to-end tests for the RuvLTRA-Small

crates/ruvllm/tests/ruvltra_tests.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! RuvLTRA-Small Model Tests
 //!
 //! This module provides comprehensive tests for the RuvLTRA-Small inference engine,

crates/ruvllm/tests/serving_integration.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Continuous Batching and Serving Integration Tests for v2.1
 //!
 //! Tests continuous batching scheduler, KV cache management, request queuing,

crates/ruvllm/tests/sona_integration.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Integration tests for SONA (Self-Optimizing Neural Architecture)
 //!
 //! Tests the three-tier learning loop: instant adaptation, background consolidation,

crates/ruvllm/tests/speculative_integration.rs

@@ -1,4 +1,16 @@
-#![allow(clippy::all, unused_imports, unused_variables, dead_code, unused_mut, unused_assignments, non_camel_case_types, clippy::approx_constant, unexpected_cfgs, unused_must_use, unused_parens)]
+#![allow(
+    clippy::all,
+    unused_imports,
+    unused_variables,
+    dead_code,
+    unused_mut,
+    unused_assignments,
+    non_camel_case_types,
+    clippy::approx_constant,
+    unexpected_cfgs,
+    unused_must_use,
+    unused_parens
+)]
 //! Integration tests for speculative decoding
 //!
 //! These tests verify the speculative decoding implementation works correctly

crates/sona/src/types.rs

@@ -82,7 +82,11 @@ impl LearningSignal {
         for step in &trajectory.steps {
             let advantage = step.reward - baseline;
             let activation_len = step.activations.len().min(dim);
-            for (grad, &act) in gradient.iter_mut().zip(step.activations.iter()).take(activation_len) {
+            for (grad, &act) in gradient
+                .iter_mut()
+                .zip(step.activations.iter())
+                .take(activation_len)
+            {
                 *grad += advantage * act;
             }
         }