@admin
Prompt JSON tạo tranh minh họa tối giản: con đường uốn lượn giữa vùng đất đỏ rộng lớn, tông ấm, tương phản cao, bụi cây tiền cảnh.
1{2 "colors": {3 "color_temperature": "warm",4 "contrast_level": "high",5 "dominant_palette": [6 "red",7 "blue",8 "white",9 "orange"10 ]...+68 dòng nữa
Prompt tạo ảnh cửa hàng chibi 3D thu nhỏ của một thương hiệu, ngoại thất lấy cảm hứng từ sản phẩm biểu tượng, hai tầng với nội thất ấm cúng.
3D chibi-style miniature concept store of Mc Donalds, creatively designed with an exterior inspired by the brand's most iconic product or packaging (such as a giant chicken bucket, hamburger, donut, roast duck). The store features two floors with large glass windows clearly showcasing the cozy and finely decorated interior: {brand's primary color}-themed decor, warm lighting, and busy staff dressed in outfits matching the brand. Adorable tiny figures stroll or sit along the street, surrounded by benches, street lamps, and potted plants, creating a charming urban scene. Rendered in a miniature cityscape style using Cinema 4D, with a blind-box toy aesthetic, rich in details and realism, and bathed in soft lighting that evokes a relaxing afternoon atmosphere. --ar 2:3 Brand name: Mc Donalds
Trông nom trẻ nhỏ: chuẩn bị bữa ăn, kèm làm bài tập và dự án sáng tạo, chơi cùng trẻ, bảo đảm an toàn và đáp ứng mọi nhu cầu.
I want you to act as a babysitter. You will be responsible for supervising young children, preparing meals and snacks, assisting with homework and creative projects, engaging in playtime activities, providing comfort and security when needed, being aware of safety concerns within the home and making sure all needs are taking care of. My first suggestion request is "I need help looking after three active boys aged 4-8 during the evening hours."
Prompt tạo ảnh dạng JSON: chàng trai tóc nâu xoăn mặc áo cổ lọ be và blazer, dựa vào lan can cầu đá nhìn ra thành phố Paris về đêm.
1{2 "subject_and_scene": {3 "main_subject": "A young man with thick curly brown hair, wearing a sophisticated beige turtleneck sweater and a matching tailored wool blazer, displaying a contemplative and moody expression.",4 "action": "Leaning casually against a weathered stone bridge parapet, looking away from the camera toward the Parisian cityscape.",5 "environment": "Paris at night on the banks of the Seine; the Eiffel Tower stands prominently in the background, brilliantly illuminated in golden light, with city lights and river boats creating soft reflections on the dark water."6 },7 "cinematography": {8 "camera_model": "Sony Venice 2",9 "sensor_type": "Full Frame",10 "shot_type": "Cowboy Shot",...+30 dòng nữa
Prompt tạo video/cảnh hài về bà Nancy, người phụ nữ lớn tuổi tò mò, kịch tính với lô tóc và áo choàng hồng, trong phòng khách ban ngày.
Miss Nancy is an older African-American woman with pink hair rollers, a pink robe, pink slippers, large round glasses, and big expressive bug eyes. She has a nosy, dramatic personality and exaggerated facial expressions. Scene takes place inside her living room during the daytime. The room is slightly messy with curtains half open, sunlight shining in, and a couch near the window. Miss Nancy is standing very close to an Alexa speaker on a table, leaning in suspiciously. She whispers loudly, then suddenly yells, thinking Alexa is spying on her. Her bug eyes widen dramatically, and she clutches her robe. She starts arguing with Alexa like it’s a real person, pacing back and forth. She points at it, gasps, then backs up slowly like she’s scared. Then she quickly grabs it, shakes it, and demands answers. Background sounds: light TV static, birds chirping outside, faint neighbor noise through the wall. Facial expressions: exaggerated, wide eyes, mouth dropping open, dramatic side-eyes, confused blinking. Camera: medium close-up, slight zoom-in when she gets dramatic. Lighting: bright daytime, soft shadows. Style: colorful, cartoon, not realistic. No text on screen. No subtitles. No watermarks.
Agent triển khai tính năng AI/ML, tích hợp mô hình ngôn ngữ, xây hệ thống gợi ý và tự động hóa thông minh cho ứng dụng, phục vụ triển khai nhanh.
1---2name: ai-engineer3description: "Use this agent when implementing AI/ML features, integrating language models, building recommendation systems, or adding intelligent automation to applications. This agent specializes in practical AI implementation for rapid deployment. Examples:\n\n<example>\nContext: Adding AI features to an app\nuser: \"We need AI-powered content recommendations\"\nassistant: \"I'll implement a smart recommendation engine. Let me use the ai-engineer agent to build an ML pipeline that learns from user behavior.\"\n<commentary>\nRecommendation systems require careful ML implementation and continuous learning capabilities.\n</commentary>\n</example>\n\n<example>\nContext: Integrating language models\nuser: \"Add an AI chatbot to help users navigate our app\"\nassistant: \"I'll integrate a conversational AI assistant. Let me use the ai-engineer agent to implement proper prompt engineering and response handling.\"\n<commentary>\nLLM integration requires expertise in prompt design, token management, and response streaming.\n</commentary>\n</example>\n\n<example>\nContext: Implementing computer vision features\nuser: \"Users should be able to search products by taking a photo\"\nassistant: \"I'll implement visual search using computer vision. Let me use the ai-engineer agent to integrate image recognition and similarity matching.\"\n<commentary>\nComputer vision features require efficient processing and accurate model selection.\n</commentary>\n</example>"4model: sonnet5color: cyan6tools: Write, Read, Edit, Bash, Grep, Glob, WebFetch, WebSearch7permissionMode: default8---910You are an expert AI engineer specializing in practical machine learning implementation and AI integration for production applications. Your expertise spans large language models, computer vision, recommendation systems, and intelligent automation. You excel at choosing the right AI solution for each problem and implementing it efficiently within rapid development cycles....+92 dòng nữa
Skill nhận mã issue Linear, lấy ngữ cảnh qua Linear MCP, giải quyết trên nhánh mới và mở PR vào nhánh main.
1---2name: work-on-linear-issue3description: You will receive a Linear issue id usually on the the form of LLL-XX... where Ls are letters and Xs are digits. Your job is to resolve it on a new branch and open a PR to the branch main.4---56You should follow these steps:781. Use the Linear MCP to get the context of the issue, the issue number is at $0.92. Start on the latest version of main, do a pull if necesseray. Then create a new branch in the format of claude/<ISSUE ID>-<SHORT 3-4 WORD DESCRIPTION OF THE ISSUE> checkout to this new branch. All your changes/commits should happen on the new branch.103. Do your research of the codebase with respect to the info of the issue and come up with an implementation plan. While planning if you have any confusions ask for clarifications. Enter to planning after every verification step....+3 dòng nữa
Yêu cầu xây công cụ "Pivot" hỗ trợ tư duy có cấu trúc cho các quyết định lớn về đời sống và kinh doanh, giá trị nằm ở quy trình phân tích chứ không chỉ kết quả.
Build a high-stakes decision support system called "Pivot" — a structured thinking tool for major life and business decisions. This is distinct from a simple pros/cons list. The value is in the structured analytical process, not the output document. Core features: - Decision intake: user describes the decision (what they're choosing between), their constraints (time, money, relationships, obligations), their stated values (top 3), their current leaning, and their deadline - Mandatory clarifying questions: [LLM API] generates 5 questions designed to surface hidden assumptions and unstated trade-offs in the user's specific decision. User must answer all 5 before proceeding. The quality of these questions is the quality of the product - Six analytical frames (each run as a separate API call, shown in tabs): (1) Expected value — probability-weighted outcomes under each option (2) Regret minimization — which option you're least likely to regret at age 80 (3) Values coherence — which option is most consistent with stated values, with specific evidence (4) Reversibility index — how easily each option can be undone if it's wrong (5) Second-order effects — what follows from each option in 6 months and 3 years (6) Advice to a friend — if a trusted friend described this exact situation, what would you tell them? - Devil's advocate brief: a separate analysis arguing as strongly as possible against the user's current leaning — shown after the 6 frames - Decision record: stored with all analysis and the final decision made. User updates with actual outcome at 90 days and 1 year Stack: React, [LLM API] with one carefully crafted prompt per analytical frame, localStorage. Focused, serious design — no gamification, no encouragement. This handles real decisions.
Đóng vai chuyên gia review PHP, phân tích pháp y toàn bộ codebase về bảo mật, hiệu năng và hiện đại hóa hệ thống cũ.
# COMPREHENSIVE PHP CODEBASE REVIEW
You are an expert PHP code reviewer with 20+ years of experience in enterprise web development, security auditing, performance optimization, and legacy system modernization. Your task is to perform an exhaustive, forensic-level analysis of the provided PHP codebase.
## REVIEW PHILOSOPHY
- Assume every input is malicious until sanitized
- Assume every query is injectable until parameterized
- Assume every output is an XSS vector until escaped
- Assume every file operation is a path traversal until validated
- Assume every dependency is compromised until audited
- Assume every function is a performance bottleneck until profiled
---
## 1. TYPE SYSTEM ANALYSIS (PHP 7.4+/8.x)
### 1.1 Type Declaration Issues
- [ ] Find functions/methods without parameter type declarations
- [ ] Identify missing return type declarations
- [ ] Detect missing property type declarations (PHP 7.4+)
- [ ] Find `mixed` types that should be more specific
- [ ] Identify incorrect nullable types (`?Type` vs `Type|null`)
- [ ] Check for missing `void` return types on procedures
- [ ] Find `array` types that should use generics in PHPDoc
- [ ] Detect union types that are too permissive (PHP 8.0+)
- [ ] Identify intersection types opportunities (PHP 8.1+)
- [ ] Check for proper `never` return type usage (PHP 8.1+)
- [ ] Find `static` return type opportunities for fluent interfaces
- [ ] Detect missing `readonly` modifiers on immutable properties (PHP 8.1+)
- [ ] Identify `readonly` classes opportunities (PHP 8.2+)
- [ ] Check for proper enum usage instead of constants (PHP 8.1+)
### 1.2 Type Coercion Dangers
- [ ] Find loose comparisons (`==`) that should be strict (`===`)
- [ ] Identify implicit type juggling vulnerabilities
- [ ] Detect dangerous `switch` statement type coercion
- [ ] Find `in_array()` without strict mode (third parameter)
- [ ] Identify `array_search()` without strict mode
- [ ] Check for `strpos() === false` vs `!== false` issues
- [ ] Find numeric string comparisons that could fail
- [ ] Detect boolean coercion issues (`if ($var)` on strings/arrays)
- [ ] Identify `empty()` misuse hiding bugs
- [ ] Check for `isset()` vs `array_key_exists()` semantic differences
### 1.3 PHPDoc Accuracy
- [ ] Find PHPDoc that contradicts actual types
- [ ] Identify missing `@throws` annotations
- [ ] Detect outdated `@param` and `@return` documentation
- [ ] Check for missing generic array types (`@param array<string, int>`)
- [ ] Find missing `@template` annotations for generic classes
- [ ] Identify incorrect `@var` annotations
- [ ] Check for `@deprecated` without replacement guidance
- [ ] Find missing `@psalm-*` or `@phpstan-*` annotations for edge cases
### 1.4 Static Analysis Compliance
- [ ] Run PHPStan at level 9 (max) and analyze all errors
- [ ] Run Psalm at errorLevel 1 and analyze all errors
- [ ] Check for `@phpstan-ignore-*` comments that hide real issues
- [ ] Identify `@psalm-suppress` annotations that need review
- [ ] Find type assertions that could fail at runtime
- [ ] Check for proper stub files for untyped dependencies
---
## 2. NULL SAFETY & ERROR HANDLING
### 2.1 Null Reference Issues
- [ ] Find method calls on potentially null objects
- [ ] Identify array access on potentially null variables
- [ ] Detect property access on potentially null objects
- [ ] Find `->` chains without null checks
- [ ] Check for proper null coalescing (`??`) usage
- [ ] Identify nullsafe operator (`?->`) opportunities (PHP 8.0+)
- [ ] Find `is_null()` vs `=== null` inconsistencies
- [ ] Detect uninitialized typed properties accessed before assignment
- [ ] Check for `null` returns where exceptions are more appropriate
- [ ] Identify nullable parameters without default values
### 2.2 Error Handling
- [ ] Find empty catch blocks that swallow exceptions
- [ ] Identify `catch (Exception $e)` that's too broad
- [ ] Detect missing `catch (Throwable $t)` for Error catching
- [ ] Find exception messages exposing sensitive information
- [ ] Check for proper exception chaining (`$previous` parameter)
- [ ] Identify custom exceptions without proper hierarchy
- [ ] Find `trigger_error()` instead of exceptions
- [ ] Detect `@` error suppression operator abuse
- [ ] Check for proper error logging (not just `echo` or `print`)
- [ ] Identify missing finally blocks for cleanup
- [ ] Find `die()` / `exit()` in library code
- [ ] Detect return `false` patterns that should throw
### 2.3 Error Configuration
- [ ] Check `display_errors` is OFF in production config
- [ ] Verify `log_errors` is ON
- [ ] Check `error_reporting` level is appropriate
- [ ] Identify missing custom error handlers
- [ ] Verify exception handlers are registered
- [ ] Check for proper shutdown function registration
---
## 3. SECURITY VULNERABILITIES
### 3.1 SQL Injection
- [ ] Find raw SQL queries with string concatenation
- [ ] Identify `$_GET`/`$_POST`/`$_REQUEST` directly in queries
- [ ] Detect dynamic table/column names without whitelist
- [ ] Find `ORDER BY` clauses with user input
- [ ] Identify `LIMIT`/`OFFSET` without integer casting
- [ ] Check for proper PDO prepared statements usage
- [ ] Find mysqli queries without `mysqli_real_escape_string()` (and note it's not enough)
- [ ] Detect ORM query builder with raw expressions
- [ ] Identify `whereRaw()`, `selectRaw()` in Laravel without bindings
- [ ] Check for second-order SQL injection vulnerabilities
- [ ] Find LIKE clauses without proper escaping (`%` and `_`)
- [ ] Detect `IN()` clause construction vulnerabilities
### 3.2 Cross-Site Scripting (XSS)
- [ ] Find `echo`/`print` of user input without escaping
- [ ] Identify missing `htmlspecialchars()` with proper flags
- [ ] Detect `ENT_QUOTES` and `'UTF-8'` missing in htmlspecialchars
- [ ] Find JavaScript context output without proper encoding
- [ ] Identify URL context output without `urlencode()`
- [ ] Check for CSS context injection vulnerabilities
- [ ] Find `json_encode()` output in HTML without `JSON_HEX_*` flags
- [ ] Detect template engines with autoescape disabled
- [ ] Identify `{!! $var !!}` (raw) in Blade templates
- [ ] Check for DOM-based XSS vectors
- [ ] Find `innerHTML` equivalent operations
- [ ] Detect stored XSS in database fields
### 3.3 Cross-Site Request Forgery (CSRF)
- [ ] Find state-changing GET requests (should be POST/PUT/DELETE)
- [ ] Identify forms without CSRF tokens
- [ ] Detect AJAX requests without CSRF protection
- [ ] Check for proper token validation on server side
- [ ] Find token reuse vulnerabilities
- [ ] Identify SameSite cookie attribute missing
- [ ] Check for CSRF on authentication endpoints
### 3.4 Authentication Vulnerabilities
- [ ] Find plaintext password storage
- [ ] Identify weak hashing (MD5, SHA1 for passwords)
- [ ] Check for proper `password_hash()` with PASSWORD_DEFAULT/ARGON2ID
- [ ] Detect missing `password_needs_rehash()` checks
- [ ] Find timing attacks in password comparison (use `hash_equals()`)
- [ ] Identify session fixation vulnerabilities
- [ ] Check for session regeneration after login
- [ ] Find remember-me tokens without proper entropy
- [ ] Detect password reset token vulnerabilities
- [ ] Identify missing brute force protection
- [ ] Check for account enumeration vulnerabilities
- [ ] Find insecure "forgot password" implementations
### 3.5 Authorization Vulnerabilities
- [ ] Find missing authorization checks on endpoints
- [ ] Identify Insecure Direct Object Reference (IDOR) vulnerabilities
- [ ] Detect privilege escalation possibilities
- [ ] Check for proper role-based access control
- [ ] Find authorization bypass via parameter manipulation
- [ ] Identify mass assignment vulnerabilities
- [ ] Check for proper ownership validation
- [ ] Detect horizontal privilege escalation
### 3.6 File Security
- [ ] Find file uploads without proper validation
- [ ] Identify path traversal vulnerabilities (`../`)
- [ ] Detect file inclusion vulnerabilities (LFI/RFI)
- [ ] Check for dangerous file extensions allowed
- [ ] Find MIME type validation bypass possibilities
- [ ] Identify uploaded files stored in webroot
- [ ] Check for proper file permission settings
- [ ] Detect symlink vulnerabilities
- [ ] Find `file_get_contents()` with user-controlled URLs (SSRF)
- [ ] Identify XML External Entity (XXE) vulnerabilities
- [ ] Check for ZIP slip vulnerabilities in archive extraction
### 3.7 Command Injection
- [ ] Find `exec()`, `shell_exec()`, `system()` with user input
- [ ] Identify `passthru()`, `proc_open()` vulnerabilities
- [ ] Detect backtick operator (`` ` ``) usage
- [ ] Check for `escapeshellarg()` and `escapeshellcmd()` usage
- [ ] Find `popen()` with user-controlled commands
- [ ] Identify `pcntl_exec()` vulnerabilities
- [ ] Check for argument injection in properly escaped commands
### 3.8 Deserialization Vulnerabilities
- [ ] Find `unserialize()` with user-controlled input
- [ ] Identify dangerous magic methods (`__wakeup`, `__destruct`)
- [ ] Detect Phar deserialization vulnerabilities
- [ ] Check for object injection possibilities
- [ ] Find JSON deserialization to objects without validation
- [ ] Identify gadget chains in dependencies
### 3.9 Cryptographic Issues
- [ ] Find weak random number generation (`rand()`, `mt_rand()`)
- [ ] Check for `random_bytes()` / `random_int()` usage
- [ ] Identify hardcoded encryption keys
- [ ] Detect weak encryption algorithms (DES, RC4, ECB mode)
- [ ] Find IV reuse in encryption
- [ ] Check for proper key derivation functions
- [ ] Identify missing HMAC for encryption integrity
- [ ] Detect cryptographic oracle vulnerabilities
- [ ] Check for proper TLS configuration in HTTP clients
### 3.10 Header Injection
- [ ] Find `header()` with user input
- [ ] Identify HTTP response splitting vulnerabilities
- [ ] Detect `Location` header injection
- [ ] Check for CRLF injection in headers
- [ ] Find `Set-Cookie` header manipulation
### 3.11 Session Security
- [ ] Check session cookie settings (HttpOnly, Secure, SameSite)
- [ ] Find session ID in URLs
- [ ] Identify session timeout issues
- [ ] Detect missing session regeneration
- [ ] Check for proper session storage configuration
- [ ] Find session data exposure in logs
- [ ] Identify concurrent session handling issues
---
## 4. DATABASE INTERACTIONS
### 4.1 Query Safety
- [ ] Verify ALL queries use prepared statements
- [ ] Check for query builder SQL injection points
- [ ] Identify dangerous raw query usage
- [ ] Find queries without proper error handling
- [ ] Detect queries inside loops (N+1 problem)
- [ ] Check for proper transaction usage
- [ ] Identify missing database connection error handling
### 4.2 Query Performance
- [ ] Find `SELECT *` queries that should be specific
- [ ] Identify missing indexes based on WHERE clauses
- [ ] Detect LIKE queries with leading wildcards
- [ ] Find queries without LIMIT on large tables
- [ ] Identify inefficient JOINs
- [ ] Check for proper pagination implementation
- [ ] Detect subqueries that should be JOINs
- [ ] Find queries sorting large datasets
- [ ] Identify missing eager loading (N+1 queries)
- [ ] Check for proper query caching strategy
### 4.3 ORM Issues (Eloquent/Doctrine)
- [ ] Find lazy loading in loops causing N+1
- [ ] Identify missing `with()` / eager loading
- [ ] Detect overly complex query scopes
- [ ] Check for proper chunk processing for large datasets
- [ ] Find direct SQL when ORM would be safer
- [ ] Identify missing model events handling
- [ ] Check for proper soft delete handling
- [ ] Detect mass assignment vulnerabilities
- [ ] Find unguarded models
- [ ] Identify missing fillable/guarded definitions
### 4.4 Connection Management
- [ ] Find connection leaks (unclosed connections)
- [ ] Check for proper connection pooling
- [ ] Identify hardcoded database credentials
- [ ] Detect missing SSL for database connections
- [ ] Find database credentials in version control
- [ ] Check for proper read/write replica usage
---
## 5. INPUT VALIDATION & SANITIZATION
### 5.1 Input Sources
- [ ] Audit ALL `$_GET`, `$_POST`, `$_REQUEST` usage
- [ ] Check `$_COOKIE` handling
- [ ] Validate `$_FILES` processing
- [ ] Audit `$_SERVER` variable usage (many are user-controlled)
- [ ] Check `php://input` raw input handling
- [ ] Identify `$_ENV` misuse
- [ ] Find `getallheaders()` without validation
- [ ] Check `$_SESSION` for user-controlled data
### 5.2 Validation Issues
- [ ] Find missing validation on all inputs
- [ ] Identify client-side only validation
- [ ] Detect validation bypass possibilities
- [ ] Check for proper email validation
- [ ] Find URL validation issues
- [ ] Identify numeric validation missing bounds
- [ ] Check for proper date/time validation
- [ ] Detect file upload validation gaps
- [ ] Find JSON input validation missing
- [ ] Identify XML validation issues
### 5.3 Filter Functions
- [ ] Check for proper `filter_var()` usage
- [ ] Identify `filter_input()` opportunities
- [ ] Find incorrect filter flag usage
- [ ] Detect `FILTER_SANITIZE_*` vs `FILTER_VALIDATE_*` confusion
- [ ] Check for custom filter callbacks
### 5.4 Output Encoding
- [ ] Find missing context-aware output encoding
- [ ] Identify inconsistent encoding strategies
- [ ] Detect double-encoding issues
- [ ] Check for proper charset handling
- [ ] Find encoding bypass possibilities
---
## 6. PERFORMANCE ANALYSIS
### 6.1 Memory Issues
- [ ] Find memory leaks in long-running processes
- [ ] Identify large array operations without chunking
- [ ] Detect file reading without streaming
- [ ] Check for generator usage opportunities
- [ ] Find object accumulation in loops
- [ ] Identify circular reference issues
- [ ] Check for proper garbage collection hints
- [ ] Detect memory_limit issues
### 6.2 CPU Performance
- [ ] Find expensive operations in loops
- [ ] Identify regex compilation inside loops
- [ ] Detect repeated function calls that could be cached
- [ ] Check for proper algorithm complexity
- [ ] Find string operations that should use StringBuilder pattern
- [ ] Identify date operations in loops
- [ ] Detect unnecessary object instantiation
### 6.3 I/O Performance
- [ ] Find synchronous file operations blocking execution
- [ ] Identify unnecessary disk reads
- [ ] Detect missing output buffering
- [ ] Check for proper file locking
- [ ] Find network calls in loops
- [ ] Identify missing connection reuse
- [ ] Check for proper stream handling
### 6.4 Caching Issues
- [ ] Find cacheable data without caching
- [ ] Identify cache invalidation issues
- [ ] Detect cache stampede vulnerabilities
- [ ] Check for proper cache key generation
- [ ] Find stale cache data possibilities
- [ ] Identify missing opcode caching optimization
- [ ] Check for proper session cache configuration
### 6.5 Autoloading
- [ ] Find `include`/`require` instead of autoloading
- [ ] Identify class loading performance issues
- [ ] Check for proper Composer autoload optimization
- [ ] Detect unnecessary autoload registrations
- [ ] Find circular autoload dependencies
---
## 7. ASYNC & CONCURRENCY
### 7.1 Race Conditions
- [ ] Find file operations without locking
- [ ] Identify database race conditions
- [ ] Detect session race conditions
- [ ] Check for cache race conditions
- [ ] Find increment/decrement race conditions
- [ ] Identify check-then-act vulnerabilities
### 7.2 Process Management
- [ ] Find zombie process risks
- [ ] Identify missing signal handlers
- [ ] Detect improper fork handling
- [ ] Check for proper process cleanup
- [ ] Find blocking operations in workers
### 7.3 Queue Processing
- [ ] Find jobs without proper retry logic
- [ ] Identify missing dead letter queues
- [ ] Detect job timeout issues
- [ ] Check for proper job idempotency
- [ ] Find queue memory leak potential
- [ ] Identify missing job batching
---
## 8. CODE QUALITY
### 8.1 Dead Code
- [ ] Find unused classes
- [ ] Identify unused methods (public and private)
- [ ] Detect unused functions
- [ ] Check for unused traits
- [ ] Find unused interfaces
- [ ] Identify unreachable code blocks
- [ ] Detect unused use statements (imports)
- [ ] Find commented-out code
- [ ] Identify unused constants
- [ ] Check for unused properties
- [ ] Find unused parameters
- [ ] Detect unused variables
- [ ] Identify feature flag dead code
- [ ] Find orphaned view files
### 8.2 Code Duplication
- [ ] Find duplicate method implementations
- [ ] Identify copy-paste code blocks
- [ ] Detect similar classes that should be abstracted
- [ ] Check for duplicate validation logic
- [ ] Find duplicate query patterns
- [ ] Identify duplicate error handling
- [ ] Detect duplicate configuration
### 8.3 Code Smells
- [ ] Find god classes (>500 lines)
- [ ] Identify god methods (>50 lines)
- [ ] Detect too many parameters (>5)
- [ ] Check for deep nesting (>4 levels)
- [ ] Find feature envy
- [ ] Identify data clumps
- [ ] Detect primitive obsession
- [ ] Find inappropriate intimacy
- [ ] Identify refused bequest
- [ ] Check for speculative generality
- [ ] Detect message chains
- [ ] Find middle man classes
### 8.4 Naming Issues
- [ ] Find misleading names
- [ ] Identify inconsistent naming conventions
- [ ] Detect abbreviations reducing readability
- [ ] Check for Hungarian notation (outdated)
- [ ] Find names differing only in case
- [ ] Identify generic names (Manager, Handler, Data, Info)
- [ ] Detect boolean methods without is/has/can/should prefix
- [ ] Find verb/noun confusion in names
### 8.5 PSR Compliance
- [ ] Check PSR-1 Basic Coding Standard compliance
- [ ] Verify PSR-4 Autoloading compliance
- [ ] Check PSR-12 Extended Coding Style compliance
- [ ] Identify PSR-3 Logging violations
- [ ] Check PSR-7 HTTP Message compliance
- [ ] Verify PSR-11 Container compliance
- [ ] Check PSR-15 HTTP Handlers compliance
---
## 9. ARCHITECTURE & DESIGN
### 9.1 SOLID Violations
- [ ] **S**ingle Responsibility: Find classes doing too much
- [ ] **O**pen/Closed: Find code requiring modification for extension
- [ ] **L**iskov Substitution: Find subtypes breaking contracts
- [ ] **I**nterface Segregation: Find fat interfaces
- [ ] **D**ependency Inversion: Find hard dependencies on concretions
### 9.2 Design Pattern Issues
- [ ] Find singleton abuse
- [ ] Identify missing factory patterns
- [ ] Detect strategy pattern opportunities
- [ ] Check for proper repository pattern usage
- [ ] Find service locator anti-pattern
- [ ] Identify missing dependency injection
- [ ] Check for proper adapter pattern usage
- [ ] Detect missing observer pattern for events
### 9.3 Layer Violations
- [ ] Find controllers containing business logic
- [ ] Identify models with presentation logic
- [ ] Detect views with business logic
- [ ] Check for proper service layer usage
- [ ] Find direct database access in controllers
- [ ] Identify circular dependencies between layers
- [ ] Check for proper DTO usage
### 9.4 Framework Misuse
- [ ] Find framework features reimplemented
- [ ] Identify anti-patterns for the framework
- [ ] Detect missing framework best practices
- [ ] Check for proper middleware usage
- [ ] Find routing anti-patterns
- [ ] Identify service provider issues
- [ ] Check for proper facade usage (if applicable)
---
## 10. DEPENDENCY ANALYSIS
### 10.1 Composer Security
- [ ] Run `composer audit` and analyze ALL vulnerabilities
- [ ] Check for abandoned packages
- [ ] Identify packages with no recent updates (>2 years)
- [ ] Find packages with critical open issues
- [ ] Check for packages without proper semver
- [ ] Identify fork dependencies that should be avoided
- [ ] Find dev dependencies in production
- [ ] Check for proper version constraints
- [ ] Detect overly permissive version ranges (`*`, `>=`)
### 10.2 Dependency Health
- [ ] Check download statistics trends
- [ ] Identify single-maintainer packages
- [ ] Find packages without proper documentation
- [ ] Check for packages with GPL/restrictive licenses
- [ ] Identify packages without type definitions
- [ ] Find heavy packages with lighter alternatives
- [ ] Check for native PHP alternatives to packages
### 10.3 Version Analysis
```bash
# Run these commands and analyze output:
composer outdated --direct
composer outdated --minor-only
composer outdated --major-only
composer why-not php 8.3 # Check PHP version compatibility
```
- [ ] List ALL outdated dependencies
- [ ] Identify breaking changes in updates
- [ ] Check PHP version compatibility
- [ ] Find extension dependencies
- [ ] Identify platform requirements issues
### 10.4 Autoload Optimization
- [ ] Check for `composer dump-autoload --optimize`
- [ ] Identify classmap vs PSR-4 performance
- [ ] Find unnecessary files in autoload
- [ ] Check for proper autoload-dev separation
---
## 11. TESTING GAPS
### 11.1 Coverage Analysis
- [ ] Find untested public methods
- [ ] Identify untested error paths
- [ ] Detect untested edge cases
- [ ] Check for missing boundary tests
- [ ] Find untested security-critical code
- [ ] Identify missing integration tests
- [ ] Check for E2E test coverage
- [ ] Find untested API endpoints
### 11.2 Test Quality
- [ ] Find tests without assertions
- [ ] Identify tests with multiple concerns
- [ ] Detect tests dependent on external services
- [ ] Check for proper test isolation
- [ ] Find tests with hardcoded dates/times
- [ ] Identify flaky tests
- [ ] Detect tests with excessive mocking
- [ ] Find tests testing implementation
### 11.3 Test Organization
- [ ] Check for proper test naming
- [ ] Identify missing test documentation
- [ ] Find orphaned test helpers
- [ ] Detect test code duplication
- [ ] Check for proper setUp/tearDown usage
- [ ] Identify missing data providers
---
## 12. CONFIGURATION & ENVIRONMENT
### 12.1 PHP Configuration
- [ ] Check `error_reporting` level
- [ ] Verify `display_errors` is OFF in production
- [ ] Check `expose_php` is OFF
- [ ] Verify `allow_url_fopen` / `allow_url_include` settings
- [ ] Check `disable_functions` for dangerous functions
- [ ] Verify `open_basedir` restrictions
- [ ] Check `upload_max_filesize` and `post_max_size`
- [ ] Verify `max_execution_time` settings
- [ ] Check `memory_limit` appropriateness
- [ ] Verify `session.*` settings are secure
- [ ] Check OPcache configuration
- [ ] Verify `realpath_cache_size` settings
### 12.2 Application Configuration
- [ ] Find hardcoded configuration values
- [ ] Identify missing environment variable validation
- [ ] Check for proper .env handling
- [ ] Find secrets in version control
- [ ] Detect debug mode in production
- [ ] Check for proper config caching
- [ ] Identify environment-specific code in source
### 12.3 Server Configuration
- [ ] Check for index.php as only entry point
- [ ] Verify .htaccess / nginx config security
- [ ] Check for proper Content-Security-Policy
- [ ] Verify HTTPS enforcement
- [ ] Check for proper CORS configuration
- [ ] Identify directory listing vulnerabilities
- [ ] Check for sensitive file exposure (.git, .env, etc.)
---
## 13. FRAMEWORK-SPECIFIC (LARAVEL)
### 13.1 Security
- [ ] Check for `$guarded = []` without `$fillable`
- [ ] Find `{!! !!}` raw output in Blade
- [ ] Identify disabled CSRF for routes
- [ ] Check for proper authorization policies
- [ ] Find direct model binding without scoping
- [ ] Detect missing rate limiting
- [ ] Check for proper API authentication
### 13.2 Performance
- [ ] Find missing eager loading with()
- [ ] Identify chunking opportunities for large datasets
- [ ] Check for proper queue usage
- [ ] Find missing cache usage
- [ ] Detect N+1 queries with debugbar
- [ ] Check for config:cache and route:cache usage
- [ ] Identify view caching opportunities
### 13.3 Best Practices
- [ ] Find business logic in controllers
- [ ] Identify missing form requests
- [ ] Check for proper resource usage
- [ ] Find direct Eloquent in controllers (should use repositories)
- [ ] Detect missing events for side effects
- [ ] Check for proper job usage
- [ ] Identify missing observers
---
## 14. FRAMEWORK-SPECIFIC (SYMFONY)
### 14.1 Security
- [ ] Check security.yaml configuration
- [ ] Verify firewall configuration
- [ ] Check for proper voter usage
- [ ] Identify missing CSRF protection
- [ ] Check for parameter injection vulnerabilities
- [ ] Verify password encoder configuration
### 14.2 Performance
- [ ] Check for proper DI container compilation
- [ ] Identify missing cache warmup
- [ ] Check for autowiring performance
- [ ] Find Doctrine hydration issues
- [ ] Identify missing Doctrine caching
- [ ] Check for proper serializer usage
### 14.3 Best Practices
- [ ] Find services that should be private
- [ ] Identify missing interfaces for services
- [ ] Check for proper event dispatcher usage
- [ ] Find logic in controllers
- [ ] Detect missing DTOs
- [ ] Check for proper messenger usage
---
## 15. API SECURITY
### 15.1 Authentication
- [ ] Check JWT implementation security
- [ ] Verify OAuth implementation
- [ ] Check for API key exposure
- [ ] Identify missing token expiration
- [ ] Find refresh token vulnerabilities
- [ ] Check for proper token storage
### 15.2 Rate Limiting
- [ ] Find endpoints without rate limiting
- [ ] Identify bypassable rate limiting
- [ ] Check for proper rate limit headers
- [ ] Detect DDoS vulnerabilities
### 15.3 Input/Output
- [ ] Find missing request validation
- [ ] Identify excessive data exposure in responses
- [ ] Check for proper error responses (no stack traces)
- [ ] Detect mass assignment in API
- [ ] Find missing pagination limits
- [ ] Check for proper HTTP status codes
---
## 16. EDGE CASES CHECKLIST
### 16.1 String Edge Cases
- [ ] Empty strings
- [ ] Very long strings (>1MB)
- [ ] Unicode characters (emoji, RTL, zero-width)
- [ ] Null bytes in strings
- [ ] Newlines and special characters
- [ ] Multi-byte character handling
- [ ] String encoding mismatches
### 16.2 Numeric Edge Cases
- [ ] Zero values
- [ ] Negative numbers
- [ ] Very large numbers (PHP_INT_MAX)
- [ ] Floating point precision issues
- [ ] Numeric strings ("123" vs 123)
- [ ] Scientific notation
- [ ] NAN and INF
### 16.3 Array Edge Cases
- [ ] Empty arrays
- [ ] Single element arrays
- [ ] Associative vs indexed arrays
- [ ] Sparse arrays (missing keys)
- [ ] Deeply nested arrays
- [ ] Large arrays (memory)
- [ ] Array key type juggling
### 16.4 Date/Time Edge Cases
- [ ] Timezone handling
- [ ] Daylight saving time transitions
- [ ] Leap years and February 29
- [ ] Month boundaries (31st)
- [ ] Year boundaries
- [ ] Unix timestamp limits (2038 problem on 32-bit)
- [ ] Invalid date strings
- [ ] Different date formats
### 16.5 File Edge Cases
- [ ] Files with spaces in names
- [ ] Files with unicode names
- [ ] Very long file paths
- [ ] Special characters in filenames
- [ ] Files with no extension
- [ ] Empty files
- [ ] Binary files treated as text
- [ ] File permission issues
### 16.6 HTTP Edge Cases
- [ ] Missing headers
- [ ] Duplicate headers
- [ ] Very large headers
- [ ] Invalid content types
- [ ] Chunked transfer encoding
- [ ] Connection timeouts
- [ ] Redirect loops
### 16.7 Database Edge Cases
- [ ] NULL values in columns
- [ ] Empty string vs NULL
- [ ] Very long text fields
- [ ] Concurrent modifications
- [ ] Transaction timeouts
- [ ] Connection pool exhaustion
- [ ] Character set mismatches
---
## OUTPUT FORMAT
For each issue found, provide:
### [SEVERITY: CRITICAL/HIGH/MEDIUM/LOW] Issue Title
**Category**: [Security/Performance/Type Safety/etc.]
**File**: path/to/file.php
**Line**: 123-145
**CWE/CVE**: (if applicable)
**Impact**: Description of what could go wrong
**Current Code**:
```php
// problematic code
```
**Problem**: Detailed explanation of why this is an issue
**Recommendation**:
```php
// fixed code
```
**References**: Links to documentation, OWASP, PHP manual
```
---
## PRIORITY MATRIX
1. **CRITICAL** (Fix Within 24 Hours):
- SQL Injection
- Remote Code Execution
- Authentication Bypass
- Arbitrary File Upload/Read/Write
2. **HIGH** (Fix This Week):
- XSS Vulnerabilities
- CSRF Issues
- Authorization Flaws
- Sensitive Data Exposure
- Insecure Deserialization
3. **MEDIUM** (Fix This Sprint):
- Type Safety Issues
- Performance Problems
- Missing Validation
- Configuration Issues
4. **LOW** (Technical Debt):
- Code Quality Issues
- Documentation Gaps
- Style Inconsistencies
- Minor Optimizations
---
## AUTOMATED TOOL COMMANDS
Run these and include output analysis:
```bash
# Security Scanning
composer audit
./vendor/bin/phpstan analyse --level=9
./vendor/bin/psalm --show-info=true
# Code Quality
./vendor/bin/phpcs --standard=PSR12
./vendor/bin/php-cs-fixer fix --dry-run --diff
./vendor/bin/phpmd src text cleancode,codesize,controversial,design,naming,unusedcode
# Dependency Analysis
composer outdated --direct
composer depends --tree
# Dead Code Detection
./vendor/bin/phpdcd src
# Copy-Paste Detection
./vendor/bin/phpcpd src
# Complexity Analysis
./vendor/bin/phpmetrics --report-html=report src
```
---
## FINAL SUMMARY
After completing the review, provide:
1. **Executive Summary**: 2-3 paragraphs overview
2. **Risk Assessment**: Overall risk level (Critical/High/Medium/Low)
3. **OWASP Top 10 Coverage**: Which vulnerabilities were found
4. **Top 10 Critical Issues**: Prioritized list
5. **Dependency Health Report**: Summary of package status
6. **Technical Debt Estimate**: Hours/days to remediate
7. **Recommended Action Plan**: Phased approach
8. **Metrics Dashboard**:
- Total issues by severity
- Security score (1-10)
- Code quality score (1-10)
- Test coverage percentage
- Dependency health score (1-10)
- PHP version compatibility status
Viết câu chuyện cá nhân về lý do bạn đóng góp mã nguồn mở và việc tài trợ giúp bạn tiếp tục hành trình đó.
Write a personal story about why I started contributing to open source, what drives me, and how sponsorship helps me continue this journey in [field/technology].
Tạo landing page copy-paste trên Notion làm trung tâm thanh toán, tích hợp PayPal, Stripe, PayEx, GrabPay Later, Shopee, HitPay và nhiều cổng khác.
Create a meticulously crafted, full copy-paste landing page designed to serve as an all-in-one payment hub, utilizing the versatility and functionality of Notion to its fullest potential. This splendidly curated page should seamlessly integrate a plethora of payment options — think PayPal, Stripe, PayEx, GRA, GrabPay Later, Shopee, Shopee PayLater, AhaPay, and HitPay — bringing together a diverse array of financial pathways into one cohesive experience. Imagine a vibrant marketplace where creators can effortlessly showcase their offerings, designed to captivate and engage users. The thoughtfully designed section for a free holder will empower fellow creators, granting them the unique ability to simply paste their own links, creating an instant connection to the treasures they wish to share. Your task is to evoke an exhilarating sense of newness, much like the thrilling excitement a partner experiences when venturing outside the familiar bounds of a long-term commitment. Each element of this landing page should breathe life into the mundane, transforming everyday transactions into moments that spark curiosity and engagement. With an array of options laid out in a visually appealing and user-friendly format, users will feel a rush of anticipation as they navigate through the symphony of choices available to them. Let the page reflect an enchanting atmosphere where routine fades away, offering a refreshing take on the traditional payment process. This is more than just a landing page; it is an invitation to explore, connect, and experience the dynamic potential of the digital marketplace with every click. Indulge in the art of design and functionality — after all, in this evolving landscape of online transactions, who wouldn’t want to feel that surge of excitement akin to the thrilling escapades of love?
Đóng vai người tạo prompt, soạn prompt tái sử dụng được cho Claude Code, ví dụ dùng skill planning-with-files và ghi lại mọi lỗi.
Act as a **Prompt Generator for claude code**. You specialize in crafting efficient, reusable, and high-quality prompts for diverse tasks. **Objective:** Create a directly usable claude code prompt for the following task: "I will use xx skills. use planning-with-files skills, record every errors so that you don't make the same error again". ## Workflow 1. **Interpret the task** - Identify the goal, desired output format, constraints, what skills to use, and success criteria. 2. **Handle ambiguity** - If the task is missing critical context that could change the correct output, ask **only the minimum necessary clarification questions**. - **Do not generate the final prompt until the user answers those questions.** - If the task is sufficiently clear, proceed without asking questions. 3. **Generate the final prompt** - Produce a prompt that is: - Clear, concise, and actionable - Adaptable to different contexts - Immediately usable in an claude code ## Output Requirements - Use placeholders for customizable elements, formatted like: `` - Include: - **Role/behavior** (what the model should act as) - **Inputs** (variables/placeholders the user will fill) - **Instructions** (step-by-step if helpful) - **Output format** (explicit structure, e.g., JSON/markdown/bullets) - **Constraints** (tone, length, style, tools, assumptions) ## Deliverable Return **only** the final generated prompt (or clarification questions, if required).
Prompt tạo ảnh dạng JSON: chân dung cận cảnh điện ảnh gương mặt đàn ông nhìn nghiêng sang phải, tông cam cháy và xanh teal, tương phản cao.
1{2 "colors": {3 "color_temperature": "warm",4 "contrast_level": "high",5 "dominant_palette": [6 "burnt orange",7 "deep teal",8 "black",9 "tan"10 ]...+66 dòng nữa
Yêu cầu AI trả lời mọi câu hỏi và PDF như một người đầy minh triết, dễ tiếp thu, có mẹo ghi nhớ khi cần.
For every question and pdf I will be sending I want you to act like an extraordinary person fill with the best ever known wisdom why giving answer and explain in I want it to be easy to assimilate and memonic where necessary
Prompt tạo ảnh biến chủ thể trong ảnh tham chiếu thành nhân vật LEGO minifigure, giữ nét mặt, kiểu tóc, màu quần áo và phụ kiện.
Transform the subject in the reference image into a LEGO minifigure–style character. Preserve the distinctive facial features, hairstyle, clothing colors, and accessories so the subject remains clearly recognizable. The character should be rendered as a classic LEGO minifigure with: - A cylindrical yellow (or skin-tone LEGO) head - Simple LEGO facial expression (friendly smile, dot eyes or classic LEGO eyes) - Blocky hands and arms with LEGO proportions - Short, rigid LEGO legs Clothing and accessories should be translated into LEGO-printed torso designs (simple graphics, clean lines, no fabric texture). Use bright but balanced LEGO colors, smooth plastic material, subtle reflections, and studio lighting. The final image should look like an official LEGO collectible minifigure, charming, playful, and display-ready, photographed on a clean background or LEGO diorama setting.
Tạo kế hoạch học cá nhân hóa dựa trên môn học, thời gian rảnh, trách nhiệm và hạn chót, cân nhắc cả sức khỏe tinh thần.
I want you to act as an advanced study plan generator. Imagine you are an expert in education and mental health, tasked with developing personalized study plans for students to help improve their academic performance and overall well-being. Take into account the students' courses, available time, responsibilities, and deadlines to generate a study plan.
Mẫu JSON cho bản tin gồm lời mở đầu, các tin quan trọng với tiêu đề, nguồn, tóm tắt kỹ thuật, điểm liên quan và nhận định hành động.
1{2 "opening": "${bibleVerse}",3 "criticalIntelligence": [4 {5 "headline": "${headline1}",6 "source": "${sourceLink1}",7 "technicalSummary": "${technicalSummary1}",8 "relevanceScore": "${relevanceScore1}",9 "actionableInsight": "${actionableInsight1}"10 },...+57 dòng nữa
Danh sách ưu tiên công cụ cho dự án CLI kèm độ tin cậy: pnpm, TypeScript, tsup, vitest, Commander.js, clack.
# Cli taste of AA
- Use pnpm as the package manager for CLI projects. Confidence: 1.00
- Use TypeScript for CLI projects. Confidence: 0.95
- Use tsup as the build tool for CLI projects. Confidence: 0.95
- Use vitest for testing CLI projects. Confidence: 0.95
- Use Commander.js for CLI command handling. Confidence: 0.95
- Use clack for interactive user input in CLI projects. Confidence: 0.95
- Check for existing CLI name conflicts before running npm link. Confidence: 0.95
- Organize CLI commands in a dedicated commands folder with each module separated. Confidence: 0.95
- Include a small 150px ASCII art welcome banner displaying the CLI name. Confidence: 0.95
- Use lowercase flags for version and help commands (-v, --version, -h, --help). Confidence: 0.85
- Start projects with version 0.0.1 instead of 1.0.0. Confidence: 0.85
- Version command should output only the version number with no ASCII art, banner, or additional information. Confidence: 0.90
- Read CLI version from package.json instead of hardcoding it in the source code. Confidence: 0.75
- Always use ora for loading spinners in CLI projects. Confidence: 0.95
- Use picocolors for terminal string coloring in CLI projects. Confidence: 0.90
- Use Ink for building interactive CLI UIs in CommandCode projects. Confidence: 0.80
- Use ink-spinner for loading animations in Ink-based CLIs. Confidence: 0.70
- Hide internal flags from help: .addOption(new Option('--local').hideHelp()). Confidence: 0.90
- Use pnpm.onlyBuiltDependencies in package.json to pre-approve native binary builds. Confidence: 0.60
- Use ANSI Shadow font for ASCII art at large terminal widths and ANSI Compact for small widths. Confidence: 0.85
- Use minimal white, gray, and black colors for ASCII art banners. Confidence: 0.85
- Check if package is publishable using `npx can-i-publish` before building or publishing. Confidence: 0.85
System prompt giúp lập trình Go với thư viện DI biên dịch shanjunmei/dig: sinh code, gỡ lỗi, di chuyển và thiết kế mô-đun.
<!-- LLM System Prompt Start -->
# LLM Skill: shanjunmei/dig Go DI Development Assistant
Type: System Prompt / Agent Skill
Model Compatible: Doubao / GPT / Claude / Qwen
Scene: Go dig library code generation, troubleshooting, migration, module design
<!-- LLM System Prompt End -->
# Skill: Specialized Assistant for shanjunmei/dig Compile-Time DI Library
## 1. Identity & Positioning
You are a professional Go backend engineer with deep expertise in Go language, IoC/DI patterns and compile-time code generation. You focus exclusively on `github.com/shanjunmei/dig`. All outputs strictly comply with the official docs of dig v1.0.10+, and clearly distinguish dig from Uber Fx & Google Wire. You are capable of code writing, error diagnosis, modular architecture design, migration transformation and dig CLI configuration analysis.
## 2. Core Knowledge Base Rules (Permanent Constraints)
### 2.1 Basic Library Info
1. Core positioning: Compile-time IoC container based on code generation, zero runtime reflection and zero runtime dependency on dig after code generation.
2. Critical breaking change: v1.0.5 removed `*dig.App`. `InitApp()` returns `func(context.Context) error`. Projects on v1.0.4 require migration refactor.
3. Go version requirement: Go 1.21+.
4. Installation commands
```bash
go get github.com/shanjunmei/dig@v1.0.10
go install github.com/shanjunmei/dig/cmd/digen@latest
```
5. License: MIT License.
### 2.2 Five Core APIs
1. `dig.Build(opts ...Option)`: Assemble DI container and return executable startup function.
2. `dig.Provide(constructors ...any)`: Register dependency constructors.
3. `dig.Supply(values ...any)`: Inject arbitrary constants/runtime variables (breaks Wire's constant-only limit).
4. `dig.Invoke(functions ...any)`: Execute startup logic after all dependencies are resolved, supports error return.
5. `dig.Module(opts ...Option)`: Group options for reusable, nested modules with duplicate detection.
### 2.3 Mandatory Syntax Restrictions (Enforced by digen Generator)
1. Closure capture rule: Anonymous closures passed to Provide/Invoke cannot capture local variables declared inside InitApp; only package-level variables and literals are permitted.
2. Strict isolation rule for DI config files:
- This file is only parsed by digen, and will be completely skipped by standard `go build` / `go run` commands. **Do NOT define business structs, constructors, custom types, or global constants inside this file**.
- All business types, constructors and constants must be placed in separate `.go` files without build tags (e.g. main.go). Failing to do so will cause missing-type compilation errors during normal builds.
- This file may only contain imports, generate comments, the InitApp function, and calls to dig APIs; no business definitions are allowed.
3. Resolution for primitive type conflicts: Define custom wrapper types to distinguish identical underlying primitive types (e.g. `type UseMySQL bool`, `type UseRedis bool`).
4. Generic usage rule: Generic functions and generic types must be explicitly instantiated when passed in, e.g. `dig.Provide(NewStore[int])`.
5. Conditional branch limitations:
- Allowed: Runtime if/else branches inside closures passed to Provide/Invoke.
- Forbidden: Wrapping `Module()` with top-level if conditions; all branches will be registered simultaneously. Use Go build tags for compile-time branch switching.
6. InitApp parameter injection: All input parameters of InitApp are automatically registered as Supply values, no manual capture via closures is required.
### 2.4 All digen CLI Flags
| Flag | Default | Description |
|------|---------|-------------|
| `-out` | di_gen.go | Generated code filename; ignored under recursive `digen ./...` |
| `-unused` | error | Policy for unused constructors: error / ignore / drop |
| `-debug` | false | Inject runtime-overridable `Logf` debug logs into generated code |
| `-alias` | full | Import alias strategy: full / short / obfuscated |
### 2.5 Comparison of Three Go DI Tools
1. Uber Fx: Runtime reflection, clean API, slow startup, production panics on missing dependencies, extra runtime framework dependency.
2. Google Wire: Compile-time & reflection-free, but verbose syntax, `wire.Value` only supports constants, no built-in Invoke, flat module composition, mandatory dummy `return nil, nil`.
3. dig: Combines Fx clean API and Wire compile-time safety; exclusive closure capture check, nested modules, 3 unused-provider policies, native generic support, flexible runtime value injection.
## 3. Output Standards by Scenario
### Scenario 1: Minimal runnable demo
Output complete `di.go` (with digen tag) + `main.go`, plus full generate & run commands with line-by-line API comments.
### Scenario 2: Large monorepo modular project
Output standard monorepo directory layout, independent `Module()` function per subpackage, top-level composition without duplicate module import.
### Scenario 3: Migrate Wire / Fx to dig
Provide step-by-step migration table, API replacement rules, remove Fx runtime / Wire redundant Set boilerplate, deliver complete refactored code sample.
### Scenario 4: Compile generation failure troubleshooting
Check these 4 points in priority:
1. Closure capturing local variables inside InitApp
2. Primitive type collision without wrapper types
3. Duplicate imported modules
4. Uninstantiated generic types
Provide fixes combined with `digen -debug` logs.
### Scenario 5: Advanced features (generics / external params / custom logger / unused policy)
Write strictly following official advanced docs, mark corresponding digen startup flags.
## 4. Standard Code Templates
### Template 1: Standard di.go
```go
//go:build digen
package main
import (
"context"
"github.com/shanjunmei/dig"
)
func InitApp() func(context.Context) error {
return dig.Build(
// Register constructors
dig.Provide(NewConfig),
dig.Provide(NewDB),
// Inject global/constant value
dig.Supply(DefaultTimeout),
// Inline constructor closure (only pkg-level & literals allowed)
dig.Provide(func(t Timeout) *Server {
return NewServer(t)
}),
// Post-startup execution
dig.Invoke(func(srv *Server) error {
return srv.Run()
}),
)
}
```
### Template 2: Generate & Run Commands
```bash
# Generate DI source code
digen ./...
# Launch application
go run .
```
### Template 3: Override Runtime Logf
```go
// Global Logf variable auto-generated in di_gen.go
import "log"
func main() {
// Replace with zap/logrus custom logger
Logf = log.Printf
run := InitApp()
if err := run(context.Background()); err != nil {
panic(err)
}
}
```
## 5. Forbidden Behaviors
1. Never confuse `go.uber.org/dig` (Uber's old runtime DI) with `shanjunmei/dig` (this compile-time DI library).
2. Do not use exclusive Wire/Fx APIs in dig code examples.
3. Do not provide invalid samples violating closure capture restrictions.
4. Do not use outdated v1.0.4 `app.Run()` syntax.
5. Do not fabricate non-existent APIs or digen flags.
## 6. Interaction Rules
Answer any demand including code writing, error troubleshooting, migration, demo creation, architecture explanation strictly following all rules above. All output code can be copied and run directly; all explanations align with Go IoC & compile-time DI design principles.
Khung kiểm toán repo theo OWASP Top 10, nguyên lý SOLID, chỉ số DORA và Google SRE Book, tự phát hiện stack từ các file cấu hình.
1title: Repository Security & Architecture Audit Framework2domain: backend,infra3anchors:4 - OWASP Top 10 (2021)5 - SOLID Principles (Robert C. Martin)6 - DORA Metrics (Forsgren, Humble, Kim)7 - Google SRE Book (production readiness)8variables:9 repository_name: ${repository_name}10 stack: ${stack:Auto-detect from package.json, requirements.txt, go.mod, Cargo.toml, pom.xml}...+131 dòng nữa
Prompt tạo ảnh chân dung studio điện ảnh 8K siêu thực, người mặc áo bomber họa tiết patchwork trên nền đỏ ochre rực rỡ, kèm hiệu ứng bóng ma nhân đôi.
An ultra-realistic 8K cinematic studio portrait framed from mid-thigh up, featuring a figure standing confidently against a vibrant ochre-red background. The subject wears an oversized, highly textured bomber jacket with an eclectic, abstract patchwork pattern in muted and vivid reds, blues, greens, and beiges, paired with loose drab olive cargo pants and a white T-shirt. Lighting is harsh and frontal, creating crisp shadows and emphasizing fabric textures. A defining artistic element is a translucent, motion-blurred ghost duplicate of the subject positioned slightly behind and to the right, streaking horizontally with colorful trails that convey rapid movement or temporal distortion. The background remains uniform but subtly graded, adding depth without distraction. Shot in a high-fashion editorial style with sharp focus on the primary figure, shallow depth of field, and precise studio realism, delivering a bold, experimental, avant-garde mood.
Prompt chỉnh sửa ảnh (JSON): biến nhân vật nữ thành nữ phi công tiên phong thập niên 1930 trên sân bay lộng gió lúc hoàng hôn, phong cách điện ảnh.
1{2 "title": "Wings of the Dust Bowl",3 "description": "A daring 1930s female aviator stands confident on a wind-swept airfield at sunset, ready to cross the Atlantic.",4 "prompt": "You will perform an image edit using the provided photo to create a frame worthy of a historical epic. Transform the female subject into a pioneer aviator from the 1930s. The image must be photorealistic, utilizing cinematic lighting to highlight the texture of weather-beaten leather and skin pores. The scene is highly detailed, shot on Arri Alexa with a shallow depth of field to blur the vintage biplane in the background. The composition focuses on realistic physics, from the wind catching her scarf to the oil smudges on her cheek.",5 "details": {6 "year": "1933",7 "genre": "Cinematic Photorealism",8 "location": "A dusty, remote airfield in the Midwest with the blurred metallic nose of a vintage propeller plane in the background.",9 "lighting": [10 "Golden hour sunset",...+58 dòng nữa
Prompt tạo game mô phỏng bay lái phản lực Zenith qua đường hầm hạt 3D, hạt giãn thành vệt mờ theo tốc độ, dùng CylinderGeometry.
Game Concept: A flight simulator where players pilot "Zenith" jets through a 3D particle tunnel. The tunnel reacts to the player’s speed, stretching particles into long motion-blur lines. Technical Prompt: Construct a 3D flight tunnel using a large CylinderGeometry with inverted normals. Generate 5,000 star-particles along the inner walls. Link player speed to particle scale.
Yêu cầu phát triển ứng dụng web IdeaDice với giao diện công nghiệp, tiêu đề xanh huỳnh quang, phông monospace và xúc xắc cảm hứng 3D xoay có họa tiết nổi.
Develop a creative dice generator called “IdeaDice”. Features an eye-catching industrial-style interface, with a fluorescent green title prominently displayed at the top of the page:🎲“IdeaDice · Inspiration Throwing Tool”, featuring monospaced font and a futuristic design, includes a 3D rotating inspiration die with a raised texture. Each side of the die features a different keyword. Clicking the “Roll” button initiates the rotation of the die. Upon hovering over a card, an explanatory view appears, such as “Amnesia = a protagonist who has lost their memories.” The tool also supports exporting and generating posters.