Skills › Productivity & Integrations › Profiling & performance
heap-snapshot-analysis
Analyze V8 heap snapshots to investigate memory leaks and retention issues. Use when given .heapsnapshot files, asked to compare before/after snapshots, asked to find what retains objects, or investigating why objects survive GC. Provides snapshot parsing, comparison, retainer-path helpers, and scratchpad scripts.
The full skill
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name: heap-snapshot-analysis
description: "Analyze V8 heap snapshots to investigate memory leaks and retention issues. Use when given .heapsnapshot files, asked to compare before/after snapshots, asked to find what retains objects, or investigating why objects survive GC. Provides snapshot parsing, comparison, retainer-path helpers, and scratchpad scripts."
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# Heap Snapshot Analysis
Investigate memory leaks from V8 heap snapshots (`.heapsnapshot` files). This skill starts when snapshots already exist: either the user provided them, DevTools exported them, or another workflow produced them. Use the helpers here to compare snapshots, group object deltas, and trace retainer paths.
## IGNORE Prior Investigations
**Start every investigation fresh.** Do NOT read, consult, or be influenced by prior investigations found in:
– `/memories/` (user, session, or repo memory)
– `.github/skills/heap-snapshot-analysis/scratchpad/` (previous dated subfolders and their `findings.md` files)
– Any other notes from earlier sessions
Previous findings can bias the analysis toward suspects that are no longer relevant, or cause the agent to skip steps and jump to conclusions. Let the current snapshots speak for themselves. Only reference prior work if the user explicitly asks you to.
## When to Use
– User provides `.heapsnapshot` files (before/after a workflow)
– User has heap snapshots captured by another skill or script
– Need to find what retains disposed objects (retainer path analysis)
– Comparing object counts/sizes between two snapshots
– Investigating why particular objects survive GC
## Workflow
If the user needs the agent to launch VS Code, drive a scenario, and capture snapshots first, use the VS Code performance workflow skill before returning here for low-level snapshot analysis.
### 1. Parse Snapshots
Use the helpers in [parseSnapshot.ts](./helpers/parseSnapshot.ts) to load snapshots. The files are often >500MB and too large for `JSON.parse` as a string — the helpers use Buffer-based extraction. In scratchpad scripts, import helpers from `../helpers/*.ts`.
“`typescript
import { parseSnapshot, buildGraph } from '../helpers/parseSnapshot.ts';
const data = parseSnapshot('/path/to/snapshot.heapsnapshot');
const graph = buildGraph(data);
“`
### 2. Compare Before/After
Use [compareSnapshots.ts](./helpers/compareSnapshots.ts) to diff two snapshots:
“`typescript
import { compareSnapshots } from '../helpers/compareSnapshots.ts';
const result = compareSnapshots('/path/to/before.heapsnapshot', '/path/to/after.heapsnapshot');
// result.topBySize, result.topByCount, result.newObjectGroups, result.summary
“`
### 3. Find Retainer Paths
Use [findRetainers.ts](./helpers/findRetainers.ts) to trace why an object is alive:
“`typescript
import { findRetainerPaths } from '../helpers/findRetainers.ts';
// Find what keeps ChatModel instances alive (skipping weak edges)
findRetainerPaths(graph, 'ChatModel', { maxPaths: 5, maxDepth: 25, maxAttempts: 200 });
“`
### 4. Write Investigation Scripts
Write investigation-specific scripts in the [scratchpad](./scratchpad/) directory. This folder is gitignored — use it freely for one-off analysis.
Organize scratchpad work into **dated subfolders** named `YYYY-MM-DD-short-description/` (e.g., `2026-04-09-chat-model-retainers/`). Each subfolder should contain:
– The analysis scripts (`.mjs`, `.mts`, etc.)
– A **`findings.md`** file documenting the full investigation: all ideas considered, which ones led to changes and which were rejected (and why), before/after measurements, and a summary of the outcome. This lets the user review the agent's reasoning, decide which changes to keep, and follow up on deferred ideas.
Scripts can import the helpers:
“`bash
cd .github/skills/heap-snapshot-analysis
node –max-old-space-size=16384 scratchpad/2026-04-09-chat-model-retainers/analyze.mjs
“`
## Key Concepts
### V8 Heap Snapshot Format
The `.heapsnapshot` file is JSON with these key sections:
– **`snapshot.meta`**: Field definitions for nodes and edges
– **`nodes`**: Flat array, every N values = one node (N = `meta.node_fields.length`, typically 6: `type, name, id, self_size, edge_count, detachedness`)
– **`edges`**: Flat array, every M values = one edge (M = `meta.edge_fields.length`, typically 3: `type, name_or_index, to_node`)
– **`strings`**: String table indexed by `name` fields in nodes/edges
### Edge Types That Matter
| Type | Meaning | Prevents GC? |
|——|———|————-|
| `property` | Named JS property | Yes |
| `element` | Array index | Yes |
| `context` | Closure variable | Yes |
| `internal` | V8 internal reference | Yes |
| `hidden` | V8 hidden reference | Yes |
| **`weak`** | WeakRef/WeakMap key | **No** |
| `shortcut` | Convenience link | Depends |
**Always skip `weak` edges when tracing retainer paths.** WeakMap entries show up as edges from key → backing array, but they don't prevent collection — they're red herrings.
### Common VS Code Retention Patterns
1. **RowCache templates**: ListView's `RowCache` stores template rows. Templates have `currentElement` pointing to old viewmodel items. If not cleared on session switch, retains entire model chains.
2. **Resource pools**: `pool.clear()` only disposes idle items. If `_onDidUpdateViewModel.fire()` runs AFTER `pool.clear()`, released items re-enter the empty pool and are never disposed. Fire event first, then clear.
3. **`autorunIterableDelta` lastValues**: The closure captures a `Map` of previous iteration values. Values stay until the autorun re-runs. Async disposal delays keep models in observable stores longer than expected.
4. **`HoverService._delayedHovers`**: Global singleton Map retaining disposed objects via `show` closure → `resolveHoverOptions` closure → `this`. If hover cleanup disposable doesn't fire, the entire object tree is retained.
5. **`ObjectMutationLog._previous`**: The incremental serializer keeps a full snapshot of the last-serialized state. Every loaded ChatModel holds 2x its data: live + `_previous`.
6. **`_previousModelRef` pattern**: `MutableDisposable` setter disposes the old value. Reading `.value` and storing it elsewhere, then setting `.value = undefined`, disposes the stored reference. Use `clearAndLeak()` to extract without disposing.
### Defensive Nulling
Null heavy fields in `dispose()` to break retention chains even when something retains the disposed object:
“`typescript
override dispose() {
super.dispose();
this._requests.length = 0; // conversation data
this.dataSerializer = undefined; // serialization snapshot
this._editingSession = undefined; // editing session + TextModels
this._session = undefined!; // back-reference cycles
}
“`
**Caveat**: Don't null fields on viewmodel items (`ChatResponseViewModel._model`). The tree's `diffIdentityProvider` accesses them after the parent viewmodel is disposed but before `setChildren` replaces them.
### False Retainers to Watch For
– **`DevToolsLogger._aliveInstances`** (Map): Enabled by `VSCODE_DEV_DEBUG_OBSERVABLES` env var. Retains ALL observed observables. Check if this is active before investigating observable-rooted paths.
– **`GCBasedDisposableTracker` (FinalizationRegistry)**: If `register(target, held, target)` is used (target === unregister token), creates a strong self-reference preventing GC. Currently commented out in production.
– **WeakMap backing arrays**: Show up in retainer paths but don't prevent collection.
## Running Analysis
All helper scripts use ESM and need Node with extra memory:
“`bash
node –max-old-space-size=16384 scratchpad/analyze.mjs
“`
Typical analysis takes 30-120 seconds per snapshot depending on size.