Agent skill

Custom Allocators

by mohitmishra786 in mohitmishra786/low-level-dev-skills

Custom allocator skill for memory allocation strategies. An agent skill from mohitmishra786/low-level-dev-skills.

MITAuto-check passed

Install Custom Allocators

skills CLI
$ npx skills add mohitmishra786/low-level-dev-skills --skill custom-allocators -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mohitmishra786/low-level-dev-skills custom-allocators --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/allocators/custom-allocators .claude/skills/custom-allocators && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
custom-allocators
GitHub stars
253
Token cost
~1.7k tokens
SKILL.md length
299 words
Files
1
Skills in repo
138
Repo updated
First seen
Licence
MIT

At a glance

Custom allocator skill for memory allocation strategies. An agent skill from mohitmishra786/low-level-dev-skills.

  • Works in 9 steps: Allocator taxonomy → Simple pool allocator in C → Arena allocator → …
  • Implementing pool/slab/arena allocators
  • SKILL.md covers Purpose, When to Use, Workflow and Common Problems, plus 1 more section
  • Calls cmake and make

What it does

Custom Allocators is an agent skill from mohitmishra786/low-level-dev-skills. Custom allocator skill for memory allocation strategies. Use when implementing pool/slab/arena allocators, tuning jemalloc/mimalloc, writing Rust GlobalAlloc, or benchmarking allocator performance. Activates on queries about jemalloc, mimalloc, tcmalloc, arena allocator, GlobalAlloc, or fragmentation.

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It works with Rust. The repository describes itself as: A curated suite of AI agent skills for systems and low-level programming with C/C++, Rust, and Zig toolchains, covering compilers, debuggers, profilers, build systems…. The licence is MIT.

When your agent uses it

  • Implementing pool/slab/arena allocators
  • Tuning jemalloc/mimalloc
  • Writing Rust GlobalAlloc
  • Benchmarking allocator performance

Example prompts

  • “/custom-allocators”

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Allocator taxonomy
  2. Simple pool allocator in C
  3. Arena allocator
  4. jemalloc tuning
  5. mimalloc
  6. tcmalloc thread-caching
  7. Rust GlobalAlloc
  8. Fragmentation metrics
  9. Benchmarking

What it can do on your machine

Read from SKILL.md and the folder at commit bdc5847. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • cmake
    • make

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Custom Allocators loads about 1.7k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 299 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~80
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from mohitmishra786/low-level-dev-skills at commit bdc5847, republished under its MIT licence (© mohitmishra786). 299 words, ~1,713 tokens.

Download SKILL.mdSave it as .claude/skills/custom-allocators/SKILL.md (or your agent's skills folder).
name
custom-allocators
description
Custom allocator skill for memory allocation strategies. Use when implementing pool/slab/arena allocators, tuning jemalloc/mimalloc, writing Rust GlobalAlloc, or benchmarking allocator performance. Activates on queries about jemalloc, mimalloc, tcmalloc, arena allocator, GlobalAlloc, or fragmentation.

Custom Allocators

Purpose

Guide agents through memory allocator design and tuning: pool/slab/arena/buddy taxonomy, jemalloc internals and MALLOC_CONF, mimalloc design, tcmalloc thread-caching, writing a simple pool allocator in C, Rust GlobalAlloc trait, fragmentation metrics, and benchmarking.

When to Use

  • Replacing malloc for latency-sensitive or embedded workloads
  • Tuning jemalloc/mimalloc for server heap behavior
  • Implementing arena allocation for request-scoped or frame-based lifetimes
  • Writing a Rust custom global allocator for no_std or performance
  • Diagnosing heap fragmentation (internal vs external)
  • Benchmarking allocator throughput and latency

Workflow

1. Allocator taxonomy
Allocator types
├── Pool/fixed-size — O(1) alloc/free, fixed block sizes
├── Slab — kernel-style, cache-friendly size classes
├── Arena/bump — fast alloc, bulk free (reset arena)
├── Buddy — power-of-two blocks, low fragmentation for large allocs
└── General (malloc) — jemalloc, mimalloc, tcmalloc
2. Simple pool allocator in C
c
#include <stddef.h>
#include <stdint.h>
#include <stdlib.h>

typedef struct pool_block {
    struct pool_block *next;
} pool_block_t;

typedef struct {
    void   *memory;
    size_t  block_size;
    size_t  num_blocks;
    pool_block_t *free_list;
} pool_t;

int pool_init(pool_t *p, size_t block_size, size_t num_blocks) {
    p->block_size = block_size < sizeof(pool_block_t) ?
        sizeof(pool_block_t) : block_size;
    p->num_blocks = num_blocks;
    p->memory = aligned_alloc(64, p->block_size * num_blocks);
    if (!p->memory) return -1;
    p->free_list = NULL;
    for (size_t i = 0; i < num_blocks; i++) {
        pool_block_t *blk = (pool_block_t *)((char *)p->memory + i * p->block_size);
        blk->next = p->free_list;
        p->free_list = blk;
    }
    return 0;
}

void *pool_alloc(pool_t *p) {
    if (!p->free_list) return NULL;
    pool_block_t *blk = p->free_list;
    p->free_list = blk->next;
    return blk;
}

void pool_free(pool_t *p, void *ptr) {
    pool_block_t *blk = (pool_block_t *)ptr;
    blk->next = p->free_list;
    p->free_list = blk;
}
3. Arena allocator
c
typedef struct {
    char  *base;
    size_t capacity;
    size_t offset;
} arena_t;

void *arena_alloc(arena_t *a, size_t size, size_t align) {
    uintptr_t cur = (uintptr_t)(a->base + a->offset);
    uintptr_t aligned = (cur + align - 1) & ~(align - 1);
    size_t padding = aligned - cur;
    if (a->offset + padding + size > a->capacity)
        return NULL;
    a->offset += padding + size;
    return (void *)aligned;
}

void arena_reset(arena_t *a) { a->offset = 0; }

Use per-request arenas in servers — reset after response, no per-object free.

4. jemalloc tuning
bash
# Use jemalloc as system allocator
LD_PRELOAD=/usr/lib/x86_64-linux-gnu/libjemalloc.so.2 ./myapp

# Runtime tuning
export MALLOC_CONF="background_thread:true,dirty_decay_ms:1000,muzzy_decay_ms:1000"

# Profiling build
# ./configure --enable-prof
export MALLOC_CONF="prof:true,prof_active:true,lg_prof_sample:19"

jemalloc concepts:

  • Size classes — rounded allocation sizes
  • tcache — per-thread cache for hot sizes
  • arenas — reduce contention across threads
bash
# Statistics
export MALLOC_CONF="stats_print:true"
# prints on exit, or:
mallctl("epoch", ...); mallctl("stats.allocated", ...);
5. mimalloc
bash
# Use mimalloc
LD_PRELOAD=/usr/lib/libmimalloc.so ./myapp

# Environment options
export MIMALLOC_SHOW_STATS=1
export MIMALLOC_PAGE_RESET=1

mimalloc hierarchy: segment → page → block. Generally lower metadata overhead than jemalloc.

bash
# Statistics at exit
MIMALLOC_SHOW_STATS=1 ./myapp
6. tcmalloc thread-caching
bash
LD_PRELOAD=/usr/lib/x86_64-linux-gnu/libtcmalloc.so.4 ./myapp

# Environment
export TCMALLOC_SAMPLE_PARAMETER=524288  # sampling profiler

Per-thread caches for small objects; central heap for larger allocations.

7. Rust GlobalAlloc
rust
use std::alloc::{GlobalAlloc, Layout, System};
use std::sync::atomic::{AtomicUsize, Ordering};

struct TrackingAllocator;

static ALLOCATED: AtomicUsize = AtomicUsize::new(0);

unsafe impl GlobalAlloc for TrackingAllocator {
    unsafe fn alloc(&self, layout: Layout) -> *mut u8 {
        let ptr = System.alloc(layout);
        if !ptr.is_null() {
            ALLOCATED.fetch_add(layout.size(), Ordering::Relaxed);
        }
        ptr
    }
    unsafe fn dealloc(&self, ptr: *mut u8, layout: Layout) {
        System.dealloc(ptr, layout);
        ALLOCATED.fetch_sub(layout.size(), Ordering::Relaxed);
    }
}

#[global_allocator]
static GLOBAL: TrackingAllocator = TrackingAllocator;

For #![no_std] with alloc crate, implement GlobalAlloc without System.

8. Fragmentation metrics
TypeDefinitionDetection
InternalAllocated block larger than requestedAllocator stats; size class rounding
ExternalFree memory not usable for requestmallinfo/malloc_info; RSS vs heap
bash
# glibc malloc_info
malloc_info(0, stdout);

# jemalloc
jeprof --show_bytes ./myapp jeprof.heap
9. Benchmarking
bash
# mimalloc bench (if built from source)
cd mimalloc && mkdir build && cd build
cmake .. && make
./mimalloc-bench

# Custom microbenchmark pattern
perf stat -e cycles,instructions ./allocator_bench --threads 8 --size 64

Compare: single-thread alloc/free, multi-thread contention, mixed size distribution.

Common Problems

SymptomCauseFix
Pool alloc returns NULLFree list exhaustedIncrease pool size; leak check
jemalloc RSS won't dropDirty page decay slowLower dirty_decay_ms; madvise
Arena OOMNo reset between phasesarena_reset or chain arenas
Rust allocator UBWrong Layout in deallocStore size/align with allocation
Worse perf with mimallocWrong workload fitBenchmark; try jemalloc
High external fragmentationLong-lived mixed sizesSegregate by lifetime; pools
  • skills/allocators/numa-programming — NUMA-aware allocation
  • skills/rust/rust-no-std — custom allocators in embedded Rust
  • skills/profilers/heaptrack — allocation hotspot profiling
  • skills/profilers/valgrind — heap leak detection
  • skills/low-level-programming/cpu-cache-opt — allocator alignment and false sharing
  • skills/kernel/kernel-internals — SLUB/buddy kernel allocators

© mohitmishra786, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/allocators/custom-allocators of mohitmishra786/low-level-dev-skills.

Open the folder on GitHubat commit bdc5847

Compare with similar skills

Custom Allocators next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Custom Allocators compared with similar skills
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Firecrawl Page Scrape Integrationfirecrawl/firecrawl190k1 repos~944Automated safety check: PassISC
Migrate Core Code to Submodulestinyhumansai/openhuman42k—~2.6kAutomated safety check: PassGPL-3.0
Rust TDD Workflowrtk-ai/rtk83k—~753Automated safety check: NotesApache-2.0
Rust Best Practicesfarm-fe/farm5.6k3 repos~1.1kAutomated safety check: PassMIT

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Works with

Questions about Custom Allocators

What does Custom Allocators do?

Custom allocator skill for memory allocation strategies. An agent skill from mohitmishra786/low-level-dev-skills. Custom Allocators is an agent skill from mohitmishra786/low-level-dev-skills. Custom allocator skill for memory allocation strategies.

When should I use Custom Allocators?

Custom Allocators fits situations like: implementing pool/slab/arena allocators; tuning jemalloc/mimalloc; writing Rust GlobalAlloc; benchmarking allocator performance.

How do I install Custom Allocators in Claude Code?

Run `npx skills add mohitmishra786/low-level-dev-skills --skill custom-allocators -a claude-code`. Or copy the skill folder (skills/allocators/custom-allocators in mohitmishra786/low-level-dev-skills) into .claude/skills/custom-allocators in your project. Claude Code loads it when a task matches its description.

How do I install Custom Allocators in Codex?

Run `npx skills add mohitmishra786/low-level-dev-skills --skill custom-allocators -a codex`. Or copy the skill folder (skills/allocators/custom-allocators in mohitmishra786/low-level-dev-skills) into .agents/skills/custom-allocators in your project. Codex loads it when a task matches its description.

Can I use Custom Allocators in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mohitmishra786/low-level-dev-skills --skill custom-allocators -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/custom-allocators, .gemini/skills/custom-allocators, .github/skills/custom-allocators and .opencode/skills/custom-allocators in your project.

What does Custom Allocators need to run?

Going by SKILL.md and its folder, Custom Allocators needs the command-line tools its instructions call (cmake and make).

Does Custom Allocators access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Custom Allocators safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Custom Allocators use?

Custom Allocators is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Custom Allocators use?

About 1.7k tokens (SKILL.md is roughly 6.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Custom Allocators?

Skills that share tags, products or a category with Custom Allocators: Update V8 Version (openinterpreter/openinterpreter, 69k stars), Firecrawl Page Scrape Integration (firecrawl/firecrawl, 190k stars), Migrate Core Code to Submodules (tinyhumansai/openhuman, 42k stars) and Rust TDD Workflow (rtk-ai/rtk, 83k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Custom Allocators?

mohitmishra786 (a GitHub user) maintains it in mohitmishra786/low-level-dev-skills, which has 253 GitHub stars. The repository holds 138 skills in this directory. The repository was last updated on June 27, 2026.

Source: mohitmishra786/low-level-dev-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.