m15-anti-pattern
Use when reviewing code for anti-patterns. Keywords: anti-pattern, common mistake, pitfall, code smell, bad practice, code review, is this an anti-pattern, better way to do this, common mistake to avoid, why is this bad, idiomatic way, beginner mistake, fighting borrow checker, clone everywhere, unwrap in production, should I refactor, 反模式, 常见错误, 代码异味, 最佳实践, 地道写法
Best use case
m15-anti-pattern is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Use when reviewing code for anti-patterns. Keywords: anti-pattern, common mistake, pitfall, code smell, bad practice, code review, is this an anti-pattern, better way to do this, common mistake to avoid, why is this bad, idiomatic way, beginner mistake, fighting borrow checker, clone everywhere, unwrap in production, should I refactor, 反模式, 常见错误, 代码异味, 最佳实践, 地道写法
Teams using m15-anti-pattern should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/m15-anti-pattern/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How m15-anti-pattern Compares
| Feature / Agent | m15-anti-pattern | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Use when reviewing code for anti-patterns. Keywords: anti-pattern, common mistake, pitfall, code smell, bad practice, code review, is this an anti-pattern, better way to do this, common mistake to avoid, why is this bad, idiomatic way, beginner mistake, fighting borrow checker, clone everywhere, unwrap in production, should I refactor, 反模式, 常见错误, 代码异味, 最佳实践, 地道写法
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# Anti-Patterns
> **Layer 2: Design Choices**
## Core Question
**Is this pattern hiding a design problem?**
When reviewing code:
- Is this solving the symptom or the cause?
- Is there a more idiomatic approach?
- Does this fight or flow with Rust?
---
## Anti-Pattern → Better Pattern
| Anti-Pattern | Why Bad | Better |
|--------------|---------|--------|
| `.clone()` everywhere | Hides ownership issues | Proper references or ownership |
| `.unwrap()` in production | Runtime panics | `?`, `expect`, or handling |
| `Rc` when single owner | Unnecessary overhead | Simple ownership |
| `unsafe` for convenience | UB risk | Find safe pattern |
| OOP via `Deref` | Misleading API | Composition, traits |
| Giant match arms | Unmaintainable | Extract to methods |
| `String` everywhere | Allocation waste | `&str`, `Cow<str>` |
| Ignoring `#[must_use]` | Lost errors | Handle or `let _ =` |
---
## Thinking Prompt
When seeing suspicious code:
1. **Is this symptom or cause?**
- Clone to avoid borrow? → Ownership design issue
- Unwrap "because it won't fail"? → Unhandled case
2. **What would idiomatic code look like?**
- References instead of clones
- Iterators instead of index loops
- Pattern matching instead of flags
3. **Does this fight Rust?**
- Fighting borrow checker → restructure
- Excessive unsafe → find safe pattern
---
## Trace Up ↑
To design understanding:
```
"Why does my code have so many clones?"
↑ Ask: Is the ownership model correct?
↑ Check: m09-domain (data flow design)
↑ Check: m01-ownership (reference patterns)
```
| Anti-Pattern | Trace To | Question |
|--------------|----------|----------|
| Clone everywhere | m01-ownership | Who should own this data? |
| Unwrap everywhere | m06-error-handling | What's the error strategy? |
| Rc everywhere | m09-domain | Is ownership clear? |
| Fighting lifetimes | m09-domain | Should data structure change? |
---
## Trace Down ↓
To implementation (Layer 1):
```
"Replace clone with proper ownership"
↓ m01-ownership: Reference patterns
↓ m02-resource: Smart pointer if needed
"Replace unwrap with proper handling"
↓ m06-error-handling: ? operator
↓ m06-error-handling: expect with message
```
---
## Top 5 Beginner Mistakes
| Rank | Mistake | Fix |
|------|---------|-----|
| 1 | Clone to escape borrow checker | Use references |
| 2 | Unwrap in production | Propagate with `?` |
| 3 | String for everything | Use `&str` |
| 4 | Index loops | Use iterators |
| 5 | Fighting lifetimes | Restructure to own data |
## Code Smell → Refactoring
| Smell | Indicates | Refactoring |
|-------|-----------|-------------|
| Many `.clone()` | Ownership unclear | Clarify data flow |
| Many `.unwrap()` | Error handling missing | Add proper handling |
| Many `pub` fields | Encapsulation broken | Private + accessors |
| Deep nesting | Complex logic | Extract methods |
| Long functions | Multiple responsibilities | Split |
| Giant enums | Missing abstraction | Trait + types |
---
## Common Error Patterns
| Error | Anti-Pattern Cause | Fix |
|-------|-------------------|-----|
| E0382 use after move | Cloning vs ownership | Proper references |
| Panic in production | Unwrap everywhere | ?, matching |
| Slow performance | String for all text | &str, Cow |
| Borrow checker fights | Wrong structure | Restructure |
| Memory bloat | Rc/Arc everywhere | Simple ownership |
---
## Deprecated → Better
| Deprecated | Better |
|------------|--------|
| Index-based loops | `.iter()`, `.enumerate()` |
| `collect::<Vec<_>>()` then iterate | Chain iterators |
| Manual unsafe cell | `Cell`, `RefCell` |
| `mem::transmute` for casts | `as` or `TryFrom` |
| Custom linked list | `Vec`, `VecDeque` |
| `lazy_static!` | `std::sync::OnceLock` |
---
## Quick Review Checklist
- [ ] No `.clone()` without justification
- [ ] No `.unwrap()` in library code
- [ ] No `pub` fields with invariants
- [ ] No index loops when iterator works
- [ ] No `String` where `&str` suffices
- [ ] No ignored `#[must_use]` warnings
- [ ] No `unsafe` without SAFETY comment
- [ ] No giant functions (>50 lines)
---
## Related Skills
| When | See |
|------|-----|
| Ownership patterns | m01-ownership |
| Error handling | m06-error-handling |
| Mental models | m14-mental-model |
| Performance | m10-performance |Related Skills
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