Assess, plan, evolve.

Run a coordinated read-only Java maintainability audit across class design, control flow, exception handling, logging, naming, serialization, API contracts, comments, and style consistency.

• java
• maintainability
• +4

Run a coordinated Python maintainability audit across framework usage, async patterns, collection checks, class structure, logging, tests, web handlers, data tooling, and machine-learning code quality.

• python
• maintainability
• +4

Read-only C# analysis codemod that detects IndexOf-style comparisons such as > 0 or >= 1, which exclude valid index-0 matches, and emits provider-neutral findings plus metrics for remediation planning.

• csharp
• analysis
• +2

Read-only C# analysis codemod that detects constructors reaching overridable current-instance members directly or through same-type helper chains, then emits findings, metrics, and remediation guidance without rewriting source files.

• csharp
• constructors
• +3

Run a coordinated read-only C# reliability audit across constructor dispatch, loop progression, index checks, switch fallbacks, exception cleanup, inheritance defaults, array covariance, events, and shared static state.

• Bundle
• csharp
• reliability
• +4

Read-only C# analysis codemod that detects mismatched optional parameter defaults across overrides and interface implementations, then emits findings, metrics, and remediation guidance.

• csharp
• analysis
• +3

Read-only C# analysis codemod that detects throw sites lexically contained in finally blocks and emits stable review metrics without modifying source files.

• csharp
• analysis
• +4

Read-only C# analysis codemod that reports reference-type array covariance sites and emits stable metrics without rewriting source files

• csharp
• analysis
• +3

Read-only analysis codemod for C# string literals and compile-time string concatenations that contain implicit control characters or hidden whitespace directly in source text. Reports stable findings and codemod:metrics without modifying source files.

• csharp
• analysis
• +2

Read-only C# analysis codemod that detects instance-owned writes to static fields and emits stable remediation metrics without modifying source files.

• csharp
• analysis
• +3

Read-only C# analysis codemod that detects for-loops whose incrementor does not update the same counter established by the initializer and referenced by the loop condition.

• code-mining
• csharp
• +1

Read-only C# analysis codemod that reports field-like event declarations marked virtual, abstract, or override and emits stable findings and metrics.

• csharp
• events
• +2