Detects code smells and anti-patterns — long methods, large classes, feature envy, data clumps, primitive obsession, dead code, magic numbers, deep nesting, and more. Uses configurable thresholds from .codeprobe-config.json when available. Trigger phrases: "code smells", "smell check", "anti-patterns", "clean code review".
Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.
Claude CodeNot declared
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CodexNot declared
GitHub CopilotNot declared
WindsurfNot declared
Gemini CLINot declared
ClineNot declared
OpenCodeNot declared
Repository health
Stars4
LicenseLICENSE
Default branchmain
Open issues0
Status
Archived
Skill metadata
Parsed from SKILL.md frontmatter.
Allowed toolsRead, Grep, Glob, Bash
Package contents
Files included with this skill beyond the listing page.
skill mdSKILL.md11,468 B
docsSUMMARY.md355 B
History
First seen on skills.sh
First recorded snapshot · 8 installs
SKILL.md
Standalone Mode
If invoked directly (not via the orchestrator), you must first:
Read ../codeprobe/shared-preamble.md (resolve relative to this SKILL.md's location — the sibling codeprobe skill directory — not the user's project) for the output contract, execution modes, and constraints.
Load applicable reference files from ../codeprobe/references/ (same resolution) based on the project's tech stack.
Default to full mode unless the user specifies otherwise.
Code Smells & Anti-Pattern Detector
Domain Scope
This sub-skill detects code smells and anti-patterns organized into these categories:
Bloaters — Long Method, Large Class, Data Clumps, Primitive Obsession
Test files with long setup methods — Test context is different; long setUp() or beforeEach() methods arranging test data are expected and acceptable.
Configuration files with many entries — A config file with 50 key-value pairs is not a "Large Class" smell.
Data migration files — These are procedural by nature and often contain long methods.
Third-party code checked into the repository (e.g., vendored libraries).
Structural issues already flagged by codeprobe-solid or codeprobe-architecture — Large classes may also be flagged as SRP violations or god objects. This sub-skill should still detect and report them, but the orchestrator will deduplicate overlapping findings at the same location.
Detection Instructions
Configurable Thresholds
Before analysis, check for a .codeprobe-config.json file in the project root. If present, load the severity_overrides section to adjust these defaults:
Threshold
Config Key
Default
Long Method LOC limit
longmethodloc
30
Large Class LOC limit
largeclassloc
300
Deep Nesting max levels
deepnestingmax
3
Bloaters
ID Prefix
Smell
Signal
How to Detect
Default Threshold
Severity
SMELL
Long Method
Function/method exceeds LOC threshold
Count lines in each function/method body (excluding blank lines and single-line comments). Compare against longmethodloc threshold. For methods 2x over threshold, escalate to major.
> 30 LOC
Minor
SMELL
Large Class
Class exceeds LOC threshold
Count total lines in each class definition. Compare against largeclassloc threshold. For classes 2x over threshold, escalate to major (if not already major). Never escalate to critical — large classes are a maintainability concern, not a production defect.
> 300 LOC
Major
SMELL
Data Clumps
Same 3+ params passed together in 3+ places
Search for function/method signatures. Identify groups of 3+ parameters that appear together in 3+ different function signatures or call sites. These should be extracted into a parameter object or value object.
3+ params, 3+ occurrences
Minor
SMELL
Primitive Obsession
String/int used where a value object is warranted
Look for string/integer variables representing domain concepts: email addresses (validated by regex inline), money amounts (numeric + currency passed separately), phone numbers, status strings compared in multiple places, ZIP codes, UUIDs passed as plain strings through multiple layers.
Pattern recognition
Minor
Object-Orientation Abusers
ID Prefix
Smell
Signal
How to Detect
Default Threshold
Severity
SMELL
Feature Envy
Method accesses another object's data 3x+ more than its own
Count how many times a method references $other->property or other.property versus $this->property or this.property (or self.). If external references outnumber internal ones by 3x or more, the method likely belongs in the other class.
3+ external accesses
Minor
SMELL
Inappropriate Intimacy
Class accessing another's private/protected internals
Search for reflection-based access (setAccessible(true), get, set magic methods accessing protected fields), friend class patterns, or direct access to properties that are conventionally private (prefixed with _ in Python/JS).
Any occurrence
Major
SMELL
Refused Bequest
Subclass inherits but doesn't use most of parent's methods
Examine subclasses: if the parent has N public methods and the subclass overrides fewer than 30% of them while also not calling super/parent:: for most, this suggests the subclass doesn't truly need the inheritance relationship.
Unused majority of parent methods
Minor
Change Preventers
ID Prefix
Smell
Signal
How to Detect
Default Threshold
Severity
SMELL
Shotgun Surgery
Changing one concept requires edits in 5+ files
Search for a single concept (e.g., a field name, a status value, a business rule) that appears across many files. If the same constant, column name, or business term appears in 5+ files without being centralized behind a single source of truth, flag it.
5+ files for one concept
Major
SMELL
Divergent Change
One class modified for 3+ unrelated reasons
Examine large classes (> 200 LOC). Check whether the methods cluster around distinct, unrelated concerns. If a single class handles user authentication, email formatting, AND report generation, it has divergent change — any of those 3 areas changing forces this class to change.
Search for: (1) import/use/require statements for symbols never referenced elsewhere in the file, (2) commented-out code blocks (3+ consecutive commented lines that contain code syntax, not documentation), (3) functions/methods never called from anywhere in the codebase (use Grep across the project), (4) if (false) or if (0) blocks, unreachable code after unconditional return/throw/exit.
Any occurrence
Minor
SMELL
Speculative Generality
Abstractions/interfaces with only one implementation and no foreseeable second
Search for interfaces, abstract classes, or generic type parameters that have exactly one concrete implementation. If the abstraction does not appear in a DI container config or test mock, and the domain doesn't suggest future variants, flag it as premature abstraction.
Single implementation
Suggestion
SMELL
Middle Man
Class that only delegates to another class with no added logic
Look for classes where every method simply calls the same method on an injected dependency and returns the result, with no added logic, validation, transformation, or error handling. The class adds an unnecessary indirection layer.
Pure delegation in all methods
Minor
Couplers
ID Prefix
Smell
Signal
How to Detect
Default Threshold
Severity
SMELL
Temporal Coupling
Methods must be called in specific order but nothing enforces it
Look for patterns where: (1) method A must be called before method B but there's no compile-time or runtime check, (2) init()/setup() must be called before process() but the class allows process() to be called first, (3) sequential method calls with shared mutable state where reordering would cause bugs. Check for comments like "must call X first" or "call after Y".
Implicit ordering dependency
Major
Readability
ID Prefix
Smell
Signal
How to Detect
Default Threshold
Severity
SMELL
Magic Numbers
Hardcoded numeric/string literals without named constants in business logic
Search for numeric literals (other than 0, 1, -1) and string literals used in conditionals, calculations, or business logic. Flag values like 86400, 3.14159, "pending", 0.15 that appear in logic paths without a named constant. Exclude: array indices, loop bounds of 0/1, common math constants in math libraries.
Any in logic paths
Minor
SMELL
Boolean Blindness
Method with 2+ boolean params
Search for function/method signatures with 2 or more bool/boolean parameters. Call sites like process(true, false, true) are unreadable. Suggest using named parameters, enums, or option objects instead.
2+ boolean parameters
Minor
SMELL
Deep Nesting
Indentation levels exceed threshold
Count nesting depth in each function: each if, for, while, foreach, switch, try, match that is nested inside another adds a level. Flag when nesting exceeds deepnestingmax threshold. Suggest early returns, guard clauses, or method extraction.
> 3 levels
Minor
ID Prefix & Fix Prompt Examples
All findings use the SMELL- prefix, numbered sequentially: SMELL-001, SMELL-002, etc.
Fix Prompt Examples
"Extract lines 45-90 of UserService@register into a private method validateAndNormalizeInput() — the method is 120 LOC doing 3 unrelated things: input validation (lines 45-65), data normalization (lines 66-80), and persistence (lines 81-90). Keep persistence in register() and extract the other two concerns."
"Replace the magic number 86400 at line 55 of app/Services/CacheService.php with a named constant SECONDSPERDAY = 86400 defined at the top of the class."
"Refactor processOrder(bool $isExpress, bool $requiresSignature, bool $isFragile) in OrderProcessor.php (line 30) to accept a ShippingOptions value object instead of 3 boolean parameters. Create a ShippingOptions class with named properties."
"Remove the commented-out code block at lines 88-105 of PaymentGateway.php — this is dead code from a previous implementation. If needed later, it can be recovered from version control."
"In ReportGenerator.php, the generate() method at line 20 is 95 LOC. Extract the data-fetching logic (lines 25-50) into fetchReportData() and the formatting logic (lines 51-85) into formatReport(). The generate() method should orchestrate these two steps."