custom-allocators
Custom allocator skill for memory allocation strategies. Use when implementing…
heaptrack memory profiler skill for Linux. Use when tracking heap allocations, finding memory leaks, measuring peak heap usage, identifying allocation hotspots, or comparing allocation behaviour between runs. Activates on queries about heaptrack, heap profiling, memory
$ npx -y skills add mohitmishra786/low-level-dev-skills --skill heaptrack --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/heaptrackContext preview
The summary Claude sees to decide when to auto-load this skill.
heaptrack memory profiler skill for Linux. Use when tracking heap allocations, finding memory leaks, measuring peak heap usage, identifying allocation hotspots, or comparing allocation behaviour between runs. Activates on queries about heaptrack, heap profiling, memory
name: heaptrack description: heaptrack memory profiler skill for Linux. Use when tracking heap allocations, finding memory leaks, measuring peak heap usage, identifying allocation hotspots, or comparing allocation behaviour between runs. Activates on queries about heaptrack, heap profiling, memory allocation analysis, heaptrack_print, allocation hotspots, or memory leak detection with heaptrack.
Guide agents through heaptrack for heap allocation profiling on Linux: recording allocation traces, analysing with heaptrack_print, identifying leaks and hotspots, and comparing runs.
# Ubuntu/Debian sudo apt-get install heaptrack heaptrack-gui # Fedora sudo dnf install heaptrack # Arch sudo pacman -S heaptrack # Build from source git clone https://github.com/KDE/heaptrack.git cmake -S heaptrack -B heaptrack-build -DCMAKE_BUILD_TYPE=Release cmake --build heaptrack-build -j$(nproc)
# Profile a program (generates heaptrack.<prog>.<pid>.zst) heaptrack ./myapp arg1 arg2 # Attach to running process heaptrack --pid 12345 # Analyse the trace file heaptrack_print heaptrack.myapp.12345.zst # GUI analysis (if heaptrack-gui installed) heaptrack_gui heaptrack.myapp.12345.zst
# Build with debug symbols (essential for readable backtraces) cmake -S . -B build -DCMAKE_BUILD_TYPE=RelWithDebInfo cmake --build build # Then profile heaptrack ./build/myapp
heaptrack_print heaptrack.myapp.*.zst 2>/dev/null
Key sections:
total runtime: 2.34s
calls to allocation functions: 145,234 (62,064/s)
temporary allocations: 89,123 (38,087/s)
peak heap memory consumption: 45.23MB
peak RSS (including heap): 78.45MB
total memory leaked: 2.34MB
# Top allocation hotspots (by peak memory)
hotspot 1: 12.34MB peak
myapp::cache::Cache::insert(...)
at src/cache.cpp:142
...
# Top leaked allocations
leak 1: 2.34MB leaked in 1,234 allocations
myapp::connection::Connection::new(...)
at src/connection.cpp:67| Metric | Meaning | |--------|---------| | `total memory leaked` | Memory allocated but never freed | | `peak heap consumption` | Maximum live heap at any point | | `temporary allocations` | Allocated and freed within one call stack | | `calls to allocation functions` | Total malloc/new/realloc calls |
# Show top N hotspots heaptrack_print -p 10 heaptrack.myapp.*.zst # top 10 hotspots # Show flamegraph data heaptrack_print -f heaptrack.myapp.*.zst > alloc.folded flamegraph.pl alloc.folded > alloc.svg # Show only leaked allocations heaptrack_print -l heaptrack.myapp.*.zst # Show allocations above threshold heaptrack_print --min-cost 1048576 heaptrack.myapp.*.zst # >1MB only # Short summary heaptrack_print -s heaptrack.myapp.*.zst
# Record baseline heaptrack ./myapp --config baseline.conf mv heaptrack.myapp.*.zst before.zst # Make changes, record again heaptrack ./myapp --config new.conf mv heaptrack.myapp.*.zst after.zst # Compare (shows diff of hotspots) heaptrack_print before.zst | head -20 > before.txt heaptrack_print after.zst | head -20 > after.txt diff before.txt after.txt
| Feature | heaptrack | Valgrind massif | |---------|-----------|-----------------| | Overhead | ~2-3x | ~20x | | Output | Compressed trace + GUI | Text/ms_print | | Leak detection | Yes | Yes | | Peak tracking | Yes | Yes | | Temporal view | Yes (GUI) | Yes (ms_print) | | Platform | Linux only | Linux, macOS | | Needs recompile | No | No | | Call graph | Full stack traces | Full stack traces |
Use heaptrack for most cases; use massif when you need platform portability or detailed snapshot comparison.
heaptrack works with Rust binaries when using the system allocator:
// Rust: use system allocator so heaptrack can intercept use std::alloc::System; #[global_allocator] static A: System = System;
# Profile Rust binary cargo build --release heaptrack ./target/release/myapp # Note: debug symbols improve backtraces cargo build --profile release-with-debug heaptrack ./target/release-with-debug/myapp
For heaptrack_print output reference and GUI usage, see [references/heaptrack-analysis.md](references/heaptrack-analysis.md).
A curated suite of AI agent skills for systems and low-level programming — C/C++, Rust, Zig, GPU, bare-metal firmware, Linux kernel/driver development, computer architecture, compiler internals, HPC, and more.
Repo: mohitmishra786/low-level-dev-skills
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