memory-resource-leaks

Identify and remediate unclosed file handles, database connections, and orphaned threads across source code.

1|1|Updated Mar 5, 2026
One-click install
npx skills add https://github.com/abhijeetkakade1234/skills --skill memory-resource-leaks
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: memory-resource-leaks
Source: https://github.com/abhijeetkakade1234/skills/tree/main/security-audit-orchestrator/specialized/memory-resource-leaks
Command: npx skills add https://github.com/abhijeetkakade1234/skills --skill memory-resource-leaks

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill identifies unclosed system resources like file handles, database connections, and goroutines that lead to memory bloat, service crashes, and Denial of Service (DoS) vulnerabilities.

Core Features & Use Cases

  • Multi-Language Audit: Provides specific grep patterns and fix strategies for Python, Go, Rust, C/C++, JavaScript, Java, and C#.
  • Lifecycle Management: Enforces best practices for resource cleanup using language-specific idioms like context managers, defer, and try-with-resources.
  • Use Case: Use this skill when your application experiences increasing memory usage or "too many open files" errors under load to identify and patch missing close() calls or unmanaged threads.

Quick Start

Use the memory-resource-leaks skill to audit the current codebase for unclosed file handles and database connections.

Frequently Asked Questions about memory-resource-leaks

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect unclosed file handles and database connections causing memory leaks?

To detect memory leaks from unclosed file handles and database connections, audit source code cross-language to identify missing close() calls and validate proper lifecycle management. This ensures resources are released in error paths to prevent memory bloat and crashes.

Why does my application throw too many open files errors under load?

Too many open files errors under load occur because of orphaned threads and unclosed system resources. Auditing the codebase identifies missing cleanup routines and enforces idioms like context managers or defer patterns to properly close handles.

Does this resource management audit support Python, Go, and C++ codebases?

Resource management audit supports cross-language analysis for Python, Go, Rust, C/C++, JavaScript, Java, and C#. It applies specific grep patterns and fix strategies to ensure proper resource cleanup using language-specific idioms.

What is the best way to enforce RAII and context managers for resource cleanup?

The best way to enforce RAII and context managers is to validate source code adherence to these patterns during a resource exhaustion audit. This ensures proper lifecycle management and cleanup in error paths to prevent service instability.

How to fix orphaned threads and unmanaged goroutines leading to Denial of Service vulnerabilities?

Fix orphaned threads and unmanaged goroutines by remediating resource exhaustion vulnerabilities through source code analysis. Enforce proper lifecycle management and defer patterns to ensure threads are cleaned up and prevent DoS vulnerabilities.