Skip to content
cccskills
FreePublished on GitHubEnglish overview

memory-leak-debugging

Investigate high memory use and out-of-memory errors in JavaScript or Node.js applications. Use Chrome DevTools MCP memory tools to capture and compare heap snapshots, trace retained objects, and identify likely leak sources before changing code.

OriginalShow the original description

Diagnoses and resolves memory leaks in JavaScript/Node.js applications. Use when a user reports high memory usage, OOM errors, or wants to capture, compare, or inspect heap snapshots with Chrome DevTools MCP memory tools.

asgeirtj/system_prompts_leaks70,411 stars(GitHub 70,411 + cccskills 0)

Run score Not tested

See how to install

Good for

  • Investigating rising memory use in a web app
  • Tracing an out-of-memory error in Node.js
  • Comparing heap snapshots before and after an action
  • Finding objects retained by event listeners or closures

Overview

What it does

This skill helps investigate why memory use keeps growing in JavaScript and Node.js applications and organize findings that can guide a fix. With Chrome DevTools MCP memory tools, you can capture and compare heap snapshots, identify which object types have grown, and trace references that keep objects reachable. The workflow helps distinguish browser-side issues from Node.js issues and investigate detached DOM elements, event listeners that were not removed, closures, and caches that keep growing. After the investigation, it closes loaded snapshots to release memory held by the MCP server.

When it helps

Use it when an app uses a lot of memory, slows down after repeated interactions, or reports an out-of-memory error. It can also help when you want to compare snapshots from before and after an action and find which objects remain.

Example requests

  • “Find out why memory grows when I use this screen several times.”
  • “Compare these heap snapshots and identify the objects that increased.”
  • “Investigate the cause of this Node.js out-of-memory error.”

Notes

The detailed snapshot comparison tools require the Chrome DevTools MCP server to be started with the --memoryDebugging flag.

This overview was written by AI (OpenAI Codex) from the public SKILL.md. Check the original below for the exact behavior.

Document check

AI checked the SKILL.md for operations that need care and for setup requirements. The score comes only from actually running the skill (hands-on test).

SafetyAre sending data, deleting files, and running commands disclosed?
AGoodIt requires user approval before nulling detached DOM nodes and closes snapshots afterward.
Easy setupDoes it need few tools or API keys, and are they documented?
BPartly lackingChrome DevTools MCP is required; advanced tools need a startup flag.

Not counted in the score. Rated by AI (OpenAI Codex) as of Oct 30, 2026. Treat it as a guide and read the original before installing.

Disagree? Request a re-evaluation

Tell us which point is wrong and why. No login needed. We will check it against the SKILL.md, redo the evaluation, and show the result here.

This form is protected by reCAPTCHA, and the Google Privacy Policy and Terms of Service apply.

Files included (2)

  • SKILL.md4.2 KB
  • references/common-leaks.md1.8 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Memory Leak Debugging

This skill provides expert guidance and workflows for finding, diagnosing, and fixing memory leaks in JavaScript and Node.js applications using Chrome DevTools MCP tools.

Prerequisites

Advanced memory debugging tools (compare_heapsnapshots, get_heapsnapshot_details, etc.) are only available when the server is started with the --memoryDebugging flag. First check if these tools are available; if not, try to read the MCP configuration file to check if --memoryDebugging is enabled.

Core Principles

  • Prefer MCP memory tools: Do NOT attempt to read raw .heapsnapshot files directly, as they are extremely large and will consume too many tokens. Use the Chrome DevTools MCP heap snapshot tools to summarize, compare, and inspect snapshots.
  • Isolate the Leak: Determine if the leak is in the browser (client-side) or Node.js (server-side).
  • Common Culprits: Look for detached DOM nodes, unhandled closures, global variables, event listeners not being removed, and caches growing unbounded. Note: Detached DOM nodes are sometimes intentional caches; always ask the user before nulling them.
  • Close Loaded Snapshots: Heap snapshots can be large. After completing an investigation, use close_heapsnapshot for each loaded snapshot to release memory held by the MCP server.

Workflows

1. Capturing Snapshots

When investigating a frontend web application memory leak, utilize the chrome-devtools-mcp tools to interact with the application and take snapshots.

  • Use page-scoped tools like click, navigate_page, fill, etc. (specifying pageId) to manipulate the page into the desired state.
  • Revert the page back to the original state after interactions to see if memory is released.
  • Repeat the same user interactions 10 times to amplify the leak.
  • Use take_heapsnapshot (with pageId) to save .heapsnapshot files to disk at baseline, target (after actions), and final (after reverting actions) states.

2. Comparing Snapshots

Once you have generated .heapsnapshot files using take_heapsnapshot, compare them with Chrome DevTools MCP memory tools.

  • Start with get_heapsnapshot_summary for each snapshot to confirm that the files load and to compare high-level totals.
  • Use compare_heapsnapshots to compare baseline and target snapshots. Start without classIndex for the summary diff, then request detailed class diffs only for suspicious growth by specifying classIndex.
  • Use the summary output from compare_heapsnapshots before drilling into specific node IDs.

3. Inspecting Retainers and Dominator Chains

When a class or object type grows unexpectedly, inspect the retaining chain and dominators with the MCP tools before changing code.

  • Use get_heapsnapshot_class_nodes to list instances of the suspicious class.
  • Use get_heapsnapshot_retainers, get_heapsnapshot_retaining_paths, get_heapsnapshot_dominators, and get_heapsnapshot_edges to understand why representative nodes are still reachable.
  • Use get_heapsnapshot_object_details with a specific nodeId to retrieve detailed object metadata (size, type, distance, and DOM detachedness).
  • Use get_heapsnapshot_duplicate_strings when string growth dominates the diff.
  • Read references/common-leaks.md for examples of common memory leaks and how to fix them after the retaining path points at application code.

4. Advanced Analysis and Categorized Filters

Use built-in MCP memory tools and filters to pinpoint specific leak categories directly without external tools.

  • Use get_heapsnapshot_details or get_heapsnapshot_class_nodes with filterName to target common leak causes:
    • objectsRetainedByDetachedDomNodes: Identifies detached DOM elements retained in memory.
    • objectsRetainedByEventHandlers: Identifies objects kept alive by unremoved event listeners.
    • objectsRetainedByContexts: Identifies objects trapped in closures or execution contexts.
    • objectsRetainedByConsole: Identifies objects retained by console logging.

Reviews

No reviews yet. Tell others what you thought.

Comments

No login needed. Share how it worked for you, ask a question, or note where it did not run.

No comments yet. Be the first to write one.

Comments are published right away. Do not include personal information such as email addresses or phone numbers. Up to 2 URLs.

0 / 1,000 characters

This form is protected by reCAPTCHA, and the Google Privacy Policy and Terms of Service apply.

More skills from this repository

3d-object

FreeSummary

Create a 3D object with three.js, inspect it from every angle in an interactive viewer, and download it as OBJ + MTL or GLB for use in other 3D applications.

  • Create a 3D object and inspect it from every angle
  • Export a model for further editing in Blender
  • Review an object's silhouette and materials
asgeirtj/system_prompts_leaks70.4KUpdated Oct 29, 2026

a11y-debugging

FreeSummary

Audit web accessibility with Chrome DevTools MCP and Lighthouse. Inspect semantic structure, labels, keyboard focus, tap target size, and color contrast, then identify page elements that may need changes based on web.dev guidance.

  • Finding missing labels or image alternatives
  • Checking heading structure and reading order
  • Testing keyboard navigation and modal focus
asgeirtj/system_prompts_leaks70.4KUpdated Oct 29, 2026

action-items

FreeSummary

Maintain a private task list with deadlines, next steps, waiting parties, and blockers. Update progress and dependencies, merge duplicate items, and archive closed tasks so ongoing commitments stay clear and easy to follow.

  • Record tasks and commitments with deadlines
  • Track pending replies and reasons work cannot proceed
  • Update task dependencies when prerequisites are completed
asgeirtj/system_prompts_leaks70.4KUpdated Oct 29, 2026

agents

FreeSummary

Coordinate a task from a verifiable goal through completion. Handle work directly or split independent tasks across separate agent sessions, track progress, verify results, and arrange pull request merging when included in the goal.

  • Split independent tasks across agents
  • Check progress across ongoing tasks
  • Resume a previously started project
asgeirtj/system_prompts_leaks70.4KUpdated Oct 29, 2026

Understand how Antigravity discovers and loads customizations, including which locations and priority rules apply. Use this guide to choose and create skills, rules, plugins, hooks, or MCP servers for agent workflows and external tool connections.

  • Understanding where workspace customizations are discovered
  • Checking which customization takes priority
  • Choosing between a skill, rule, plugin, or hook
asgeirtj/system_prompts_leaks70.4KUpdated Oct 29, 2026

animated-video

FreeSummary

Create animated HTML pages with smooth scene transitions and playback controls. An editable timeline lets users adjust scene lengths and speeds, with fixed landscape or portrait layouts prepared for video export.

  • Create an animated product walkthrough
  • Explain a message through moving text and graphics
  • Build a portrait animation for video export
asgeirtj/system_prompts_leaks70.4KUpdated Oct 29, 2026

See all skills by asgeirtj

Report a problem with this skill