
Code Deduplication
- 450 installs
- 706 repo stars
- Updated July 14, 2026
- alinaqi/claude-bootstrap
code-deduplication is an agent skill that maintains a living CODE_INDEX.md capability registry so coding agents check for existing utilities before adding semantically duplicate helpers.
About
code-deduplication is an alinaqi/claude-bootstrap agent skill that stops semantic code bloat by enforcing a check-before-write discipline for AI-generated utilities. Agents maintain CODE_INDEX.md at the project root, organized by capability with function location, purpose, and parameters, then search the index and codebase before creating new helpers. The skill defines file-header and docstring templates, a four-step pre-write decision tree, six-category periodic audit checklists, and optional ChromaDB or LanceDB vector search thresholds for codebases above 200 files. Commands /update-code-index and /audit-duplicates keep the registry current. Developers reach for code-deduplication when agents keep reimplementing date formatters, validators, or API clients that already exist under different names.
- Four-step check-before-write ritual: read CODE_INDEX.md, search the repo, extend existing code, create only if nothing f
- Treats duplicate purpose as the real risk—not copy-paste lines—aligned with how agents reimplement behavior
- Requires immediate CODE_INDEX.md updates after every new capability
- Points to periodic /audit-duplicates runs to catch semantic overlap
- Medium effort; user-invocable false—meant as standing agent policy during implementation
Code Deduplication by the numbers
- 450 all-time installs (skills.sh)
- Ranked #248 of 1,352 Code Review & Quality skills by installs in the Skillselion catalog
- Security screen: MEDIUM risk (skills.sh audit)
- Data as of Aug 5, 2026 (Skillselion catalog sync)
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| Installs | 450 |
|---|---|
| repo stars | ★ 706 |
| Security audit | 3 / 3 scanners passed |
| Last updated | July 14, 2026 |
| Repository | alinaqi/claude-bootstrap ↗ |
How do you stop AI agents duplicating utilities?
Keep a living capability index so your agent checks for existing utilities before adding semantically duplicate helpers.
Who is it for?
Developers using AI coding agents on growing TypeScript or Python repos where semantic duplicate helpers keep appearing under new names.
Skip if: Greenfield prototypes with fewer than 50 files where a formal capability index adds more overhead than duplicate risk.
When should I use this skill?
Before creating shared utilities, after agents add new helpers, or when periodic /audit-duplicates reports show overlapping functions.
What you get
CODE_INDEX.md capability registry, file headers, function docstrings, and duplicate-audit reports with merge recommendations.
- CODE_INDEX.md
- duplicate audit report
- standardized file headers
By the numbers
- Defines 4 codebase-size thresholds: <50, 50–200, 200+, and 500+ files for index vs vector search
- Periodic audit checklist spans 6 categories: utilities, API calls, validation, errors, components, hooks
- Ships /update-code-index and /audit-duplicates maintenance commands
Files
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
┌─────────────────────────────────────────────────────────────────┐
│ CHECK BEFORE YOU WRITE │
│ ───────────────────────────────────────────────────────────── │
│ AI doesn't copy/paste - it reimplements. │
│ The problem isn't duplicate code, it's duplicate PURPOSE. │
│ │
│ Before writing ANY new function: │
│ 1. Check CODE_INDEX.md for existing capabilities │
│ 2. Search codebase for similar functionality │
│ 3. Extend existing code if possible │
│ 4. Only create new if nothing suitable exists │
├─────────────────────────────────────────────────────────────────┤
│ AFTER WRITING: Update the index immediately. │
│ PERIODICALLY: Run /audit-duplicates to catch overlap. │
└─────────────────────────────────────────────────────────────────┘---
Code Index Structure
Maintain CODE_INDEX.md in project root, organized by capability not file location:
# 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 → "Jan 15, 2024" | `(date: Date, format?: string)` |
| `formatRelative()` | utils/dates.ts:32 | Formats Date → "2 days ago" | `(date: Date)` |
| `parseDate()` | utils/dates.ts:48 | Parses string → 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
/**
* @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
"""
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
/**
* 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
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
┌─────────────────────────────────────────────────────────────────┐
│ BEFORE WRITING NEW CODE │
│ ───────────────────────────────────────────────────────────── │
│ │
│ 1. DESCRIBE what you need in plain English │
│ "I need to format a date as relative time" │
│ │
│ 2. CHECK CODE_INDEX.md │
│ Search for: date, time, format, relative │
│ → Found: formatRelative() in utils/dates.ts │
│ │
│ 3. EVALUATE if existing code works │
│ - Does it do what I need? → Use it │
│ - Close but not quite? → Extend it │
│ - Nothing suitable? → Create new, update index │
│ │
│ 4. If extending, check for breaking changes │
│ - Add optional params, don't change existing behavior │
│ - Update tests for new functionality │
└─────────────────────────────────────────────────────────────────┘Decision Tree
Need new functionality
│
▼
Check CODE_INDEX.md for similar
│
├─► Found exact match ──────► USE IT
│
├─► Found similar ──────────► Can it be extended?
│ │
│ ┌──────────────┴──────────────┐
│ ▼ ▼
│ Yes: Extend No: Create new
│ (add params) (update index)
│
└─► Nothing found ──────────► Create new (update index)---
Common Duplication Patterns
Pattern 1: Utility Function Reimplementation
❌ Bad: Creating validateEmail() when isEmail() exists
// DON'T: This already exists as isEmail()
function validateEmail(email: string): boolean {
return /^[^\s@]+@[^\s@]+\.[^\s@]+$/.test(email);
}✅ Good: Check index first, use existing
import { isEmail } from '@/utils/validate';
if (isEmail(userInput)) { ... }Pattern 2: Slightly Different Versions
❌ Bad: Multiple date formatters with slight variations
// 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' }); }✅ Good: One function with options
// 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
❌ Bad: Same validation logic scattered across files
// 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) { ... }✅ Good: Extract once, import everywhere
// 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
## Duplicate Audit - [DATE]
### 🔴 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
### 🟡 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
### 🟢 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
# 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 similaritySetup with LanceDB (Lighter)
# 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
/update-code-indexAudit Command
/audit-duplicatesFile Header Template
/**
* @file [Short description]
* @description [What this file does]
*
* Key exports:
* - function1() - [what it does]
* - function2() - [what it does]
*/Function Template
/**
* [One line description of what it does]
*/
export function name(params): ReturnType {Index Entry Template
| `functionName()` | path/file.ts:line | Does what in plain English | `(params)` |Related skills
How it compares
Use code-deduplication to stop agents re-creating helpers; use a linter or formatter skill when style consistency—not semantic overlap—is the main issue.
FAQ
What file does code-deduplication maintain?
code-deduplication maintains CODE_INDEX.md at the project root, organized by capability with tables listing each function, file location, plain-English purpose, and parameters. Agents read it at session start and update it after writing new code.
When does code-deduplication recommend vector search?
code-deduplication recommends markdown index only below 50 files, markdown plus periodic audit from 50–200 files, adding a vector DB at 200+ files, and treating vector search as essential at 500+ files using ChromaDB or LanceDB examples.
Is Code Deduplication safe to install?
skills.sh reports 3 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.