General
code-deduplication - Claude MCP Skill
Prevent semantic code duplication with capability index and check-before-write
SEO Guide: Enhance your AI agent with the code-deduplication tool. This Model Context Protocol (MCP) server allows Claude Desktop and other LLMs to prevent semantic code duplication with capability index and check-before-write... Download and configure this skill to unlock new capabilities for your AI workflow.
Documentation
SKILL.md# Code Deduplication Skill
**Purpose:** Prevent semantic duplication and code bloat. Maintain a capability index so Claude always knows what exists before writing something new.
---
## Core Philosophy
```
āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā
ā CHECK BEFORE YOU WRITE ā
ā āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā ā
ā AI doesn't copy/paste - it reimplements. ā
ā The problem isn't duplicate code, it's duplicate PURPOSE. ā
ā ā
ā Before writing ANY new function: ā
ā 1. Check CODE_INDEX.md for existing capabilities ā
ā 2. Search codebase for similar functionality ā
ā 3. Extend existing code if possible ā
ā 4. Only create new if nothing suitable exists ā
āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā¤
ā AFTER WRITING: Update the index immediately. ā
ā PERIODICALLY: Run /audit-duplicates to catch overlap. ā
āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā
```
---
## Code Index Structure
Maintain `CODE_INDEX.md` in project root, organized by **capability** not file location:
```markdown
# Code Index
*Last updated: [timestamp]*
*Run `/update-code-index` to regenerate*
## Quick Reference
| Category | Count | Location |
|----------|-------|----------|
| Date/Time | 5 functions | src/utils/dates.ts |
| Validation | 8 functions | src/utils/validate.ts |
| API Clients | 12 functions | src/api/*.ts |
| Auth | 6 functions | src/auth/*.ts |
---
## Date/Time Operations
| Function | Location | Does What | Params |
|----------|----------|-----------|--------|
| `formatDate()` | utils/dates.ts:15 | Formats Date ā "Jan 15, 2024" | `(date: Date, format?: string)` |
| `formatRelative()` | utils/dates.ts:32 | Formats Date ā "2 days ago" | `(date: Date)` |
| `parseDate()` | utils/dates.ts:48 | Parses string ā Date | `(str: string, format?: string)` |
| `isExpired()` | auth/tokens.ts:22 | Checks if timestamp past now | `(timestamp: number)` |
| `addDays()` | utils/dates.ts:61 | Adds days to date | `(date: Date, days: number)` |
---
## Validation
| Function | Location | Does What | Params |
|----------|----------|-----------|--------|
| `isEmail()` | utils/validate.ts:10 | Validates email format | `(email: string)` |
| `isPhone()` | utils/validate.ts:25 | Validates phone with country | `(phone: string, country?: string)` |
| `isURL()` | utils/validate.ts:42 | Validates URL format | `(url: string)` |
| `isUUID()` | utils/validate.ts:55 | Validates UUID v4 | `(id: string)` |
| `sanitizeHTML()` | utils/sanitize.ts:12 | Strips XSS from input | `(html: string)` |
| `sanitizeSQL()` | utils/sanitize.ts:28 | Escapes SQL special chars | `(input: string)` |
---
## String Operations
| Function | Location | Does What | Params |
|----------|----------|-----------|--------|
| `slugify()` | utils/strings.ts:8 | Converts to URL slug | `(str: string)` |
| `truncate()` | utils/strings.ts:20 | Truncates with ellipsis | `(str: string, len: number)` |
| `capitalize()` | utils/strings.ts:32 | Capitalizes first letter | `(str: string)` |
| `pluralize()` | utils/strings.ts:40 | Adds s/es correctly | `(word: string, count: number)` |
---
## API Clients
| Function | Location | Does What | Returns |
|----------|----------|-----------|---------|
| `fetchUser()` | api/users.ts:15 | GET /users/:id | `Promise<User>` |
| `fetchUsers()` | api/users.ts:28 | GET /users with pagination | `Promise<User[]>` |
| `createUser()` | api/users.ts:45 | POST /users | `Promise<User>` |
| `updateUser()` | api/users.ts:62 | PATCH /users/:id | `Promise<User>` |
| `deleteUser()` | api/users.ts:78 | DELETE /users/:id | `Promise<void>` |
---
## Error Handling
| Function/Class | Location | Does What |
|----------------|----------|-----------|
| `AppError` | utils/errors.ts:5 | Base error class with code |
| `ValidationError` | utils/errors.ts:20 | Input validation failures |
| `NotFoundError` | utils/errors.ts:32 | Resource not found |
| `handleAsync()` | utils/errors.ts:45 | Wraps async route handlers |
| `errorMiddleware()` | middleware/error.ts:10 | Express error handler |
---
## Hooks (React)
| Hook | Location | Does What |
|------|----------|-----------|
| `useAuth()` | hooks/useAuth.ts | Auth state + login/logout |
| `useUser()` | hooks/useUser.ts | Current user data |
| `useDebounce()` | hooks/useDebounce.ts | Debounces value changes |
| `useLocalStorage()` | hooks/useLocalStorage.ts | Persisted state |
| `useFetch()` | hooks/useFetch.ts | Data fetching with loading/error |
---
## Components (React)
| Component | Location | Does What |
|-----------|----------|-----------|
| `Button` | components/Button.tsx | Styled button with variants |
| `Input` | components/Input.tsx | Form input with validation |
| `Modal` | components/Modal.tsx | Dialog overlay |
| `Toast` | components/Toast.tsx | Notification popup |
| `Spinner` | components/Spinner.tsx | Loading indicator |
```
---
## File Header Format
Every file should have a summary header:
### TypeScript/JavaScript
```typescript
/**
* @file User authentication utilities
* @description Handles login, logout, session management, and token refresh.
*
* Key exports:
* - login(email, password) - Authenticates user, returns tokens
* - logout() - Clears session and tokens
* - refreshToken() - Gets new access token
* - validateSession() - Checks if session is valid
*
* @see src/api/auth.ts for API endpoints
* @see src/hooks/useAuth.ts for React hook
*/
import { ... } from '...';
```
### Python
```python
"""
User authentication utilities.
Handles login, logout, session management, and token refresh.
Key exports:
- login(email, password) - Authenticates user, returns tokens
- logout() - Clears session and tokens
- refresh_token() - Gets new access token
- validate_session() - Checks if session is valid
See Also:
- src/api/auth.py for API endpoints
- src/services/user.py for user operations
"""
from typing import ...
```
---
## Function Documentation
Every function needs a one-line summary:
### TypeScript
```typescript
/**
* Formats a date into a human-readable relative string.
* Examples: "2 minutes ago", "yesterday", "3 months ago"
*/
export function formatRelative(date: Date): string {
// ...
}
/**
* Validates email format and checks for disposable domains.
* Returns true for valid non-disposable emails.
*/
export function isValidEmail(email: string): boolean {
// ...
}
```
### Python
```python
def format_relative(date: datetime) -> str:
"""Formats a date into a human-readable relative string.
Examples: "2 minutes ago", "yesterday", "3 months ago"
"""
...
def is_valid_email(email: str) -> bool:
"""Validates email format and checks for disposable domains.
Returns True for valid non-disposable emails.
"""
...
```
---
## Check Before Write Process
### Before Creating ANY New Function
```
āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā
ā BEFORE WRITING NEW CODE ā
ā āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā ā
ā ā
ā 1. DESCRIBE what you need in plain English ā
ā "I need to format a date as relative time" ā
ā ā
ā 2. CHECK CODE_INDEX.md ā
ā Search for: date, time, format, relative ā
ā ā Found: formatRelative() in utils/dates.ts ā
ā ā
ā 3. EVALUATE if existing code works ā
ā - Does it do what I need? ā Use it ā
ā - Close but not quite? ā Extend it ā
ā - Nothing suitable? ā Create new, update index ā
ā ā
ā 4. If extending, check for breaking changes ā
ā - Add optional params, don't change existing behavior ā
ā - Update tests for new functionality ā
āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā
```
### Decision Tree
```
Need new functionality
ā
ā¼
Check CODE_INDEX.md for similar
ā
āāāŗ Found exact match āāāāāāāŗ USE IT
ā
āāāŗ Found similar āāāāāāāāāāāŗ Can it be extended?
ā ā
ā āāāāāāāāāāāāāāāā“āāāāāāāāāāāāāāā
ā ā¼ ā¼
ā Yes: Extend No: Create new
ā (add params) (update index)
ā
āāāŗ Nothing found āāāāāāāāāāāŗ Create new (update index)
```
---
## Common Duplication Patterns
### Pattern 1: Utility Function Reimplementation
ā **Bad:** Creating `validateEmail()` when `isEmail()` exists
```typescript
// DON'T: This already exists as isEmail()
function validateEmail(email: string): boolean {
return /^[^\s@]+@[^\s@]+\.[^\s@]+$/.test(email);
}
```
ā
**Good:** Check index first, use existing
```typescript
import { isEmail } from '@/utils/validate';
if (isEmail(userInput)) { ... }
```
### Pattern 2: Slightly Different Versions
ā **Bad:** Multiple date formatters with slight variations
```typescript
// In file A
function formatDate(d: Date) { return d.toLocaleDateString(); }
// In file B
function displayDate(d: Date) { return d.toLocaleDateString('en-US'); }
// In file C
function showDate(d: Date) { return d.toLocaleDateString('en-US', { month: 'short' }); }
```
ā
**Good:** One function with options
```typescript
// utils/dates.ts
function formatDate(d: Date, options?: { locale?: string; format?: 'short' | 'long' }) {
const locale = options?.locale ?? 'en-US';
const formatOpts = options?.format === 'short'
? { month: 'short', day: 'numeric' }
: { month: 'long', day: 'numeric', year: 'numeric' };
return d.toLocaleDateString(locale, formatOpts);
}
```
### Pattern 3: Inline Logic That Should Be Extracted
ā **Bad:** Same validation logic scattered across files
```typescript
// In signup.ts
if (!email || !email.includes('@') || email.length < 5) { ... }
// In profile.ts
if (!email || !email.includes('@') || email.length < 5) { ... }
// In invite.ts
if (!email || !email.includes('@') || email.length < 5) { ... }
```
ā
**Good:** Extract once, import everywhere
```typescript
// utils/validate.ts
export const isEmail = (email: string) =>
email && email.includes('@') && email.length >= 5;
// Everywhere else
import { isEmail } from '@/utils/validate';
if (!isEmail(email)) { ... }
```
---
## Periodic Audit
Run `/audit-duplicates` periodically to catch semantic overlap:
### Audit Checklist
- [ ] **Utility functions**: Any functions doing similar things?
- [ ] **API calls**: Multiple ways to fetch same data?
- [ ] **Validation**: Scattered inline validation logic?
- [ ] **Error handling**: Inconsistent error patterns?
- [ ] **Components**: Similar UI components that could merge?
- [ ] **Hooks**: Custom hooks with overlapping logic?
### Audit Output Format
```markdown
## Duplicate Audit - [DATE]
### š“ High Priority (Merge These)
1. **Date formatting** - 3 similar functions found
- `formatDate()` in utils/dates.ts
- `displayDate()` in components/Header.tsx
- `showDate()` in pages/Profile.tsx
- **Action:** Consolidate into utils/dates.ts
2. **Email validation** - Inline logic in 5 files
- signup.ts:42
- profile.ts:28
- invite.ts:15
- settings.ts:67
- admin.ts:33
- **Action:** Extract to utils/validate.ts
### š” Medium Priority (Consider Merging)
1. **User fetching** - 2 different patterns
- `fetchUser()` in api/users.ts
- `getUser()` in services/user.ts
- **Action:** Decide on one pattern
### š¢ Low Priority (Monitor)
1. **Button components** - 3 variants exist
- May be intentional for different use cases
- **Action:** Document the differences
```
---
## Vector DB Integration (Optional)
For large codebases (100+ files), add vector search:
### Setup with ChromaDB
```python
# scripts/index_codebase.py
import chromadb
from chromadb.utils import embedding_functions
# Initialize
client = chromadb.PersistentClient(path="./.chroma")
ef = embedding_functions.DefaultEmbeddingFunction()
collection = client.get_or_create_collection("code_index", embedding_function=ef)
# Index a function
collection.add(
documents=["Formats a date into human-readable relative string like '2 days ago'"],
metadatas=[{"function": "formatRelative", "file": "utils/dates.ts", "line": 32}],
ids=["formatRelative"]
)
# Search before writing
results = collection.query(
query_texts=["format date as relative time"],
n_results=5
)
# Returns: formatRelative in utils/dates.ts - 0.92 similarity
```
### Setup with LanceDB (Lighter)
```python
# scripts/index_codebase.py
import lancedb
db = lancedb.connect("./.lancedb")
# Create table
data = [
{"function": "formatRelative", "file": "utils/dates.ts", "description": "Formats date as relative time"},
{"function": "isEmail", "file": "utils/validate.ts", "description": "Validates email format"},
]
table = db.create_table("code_index", data)
# Search
results = table.search("validate email address").limit(5).to_list()
```
### When to Use Vector DB
| Codebase Size | Recommendation |
|---------------|----------------|
| < 50 files | Markdown index only |
| 50-200 files | Markdown + periodic audit |
| 200+ files | Add vector DB |
| 500+ files | Vector DB essential |
---
## Claude Instructions
### At Session Start
1. Read `CODE_INDEX.md` if it exists
2. Note the categories and key functions available
3. Keep this context for the session
### Before Writing New Code
1. **Pause and check**: "Does something like this exist?"
2. Search CODE_INDEX.md for similar capabilities
3. If unsure, search the codebase: `grep -r "functionName\|similar_term" src/`
4. Only create new if confirmed nothing suitable exists
### After Writing New Code
1. **Immediately update CODE_INDEX.md**
2. Add file header if new file
3. Add function docstring
4. Commit index update with code
### When User Says "Add X functionality"
```
Before implementing, let me check if we already have something similar...
[Checks CODE_INDEX.md]
Found: `existingFunction()` in utils/file.ts does something similar.
Options:
1. Use existing function as-is
2. Extend it with new capability
3. Create new (if truly different use case)
Which approach would you prefer?
```
---
## Quick Reference
### Update Index Command
```bash
/update-code-index
```
### Audit Command
```bash
/audit-duplicates
```
### File Header Template
```typescript
/**
* @file [Short description]
* @description [What this file does]
*
* Key exports:
* - function1() - [what it does]
* - function2() - [what it does]
*/
```
### Function Template
```typescript
/**
* [One line description of what it does]
*/
export function name(params): ReturnType {
```
### Index Entry Template
```markdown
| `functionName()` | path/file.ts:line | Does what in plain English | `(params)` |
```Signals
Information
- Repository
- alinaqi/claude-bootstrap
- Author
- alinaqi
- Last Sync
- 9/5/2026
- Repo Updated
- 9/1/2026
- Created
- 1/14/2026
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