Agent skill

Hip Rocm

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

HIP and ROCm skill for AMD GPU programming. An agent skill from mohitmishra786/low-level-dev-skills.

MITAuto-check: notesDevelopment

Install Hip Rocm

skills CLI

$ npx skills add mohitmishra786/low-level-dev-skills --skill hip-rocm -a claude-code

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

GitHub CLI

$ gh skill install mohitmishra786/low-level-dev-skills hip-rocm --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/gpu/hip-rocm .claude/skills/hip-rocm && 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/

Paste into Claude Code

Install the "hip-rocm" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/gpu/hip-rocm into .claude/skills/hip-rocm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hip-rocm", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/gpu/hip-rocm

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add mohitmishra786/low-level-dev-skills --skill hip-rocm -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install mohitmishra786/low-level-dev-skills hip-rocm --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/gpu/hip-rocm .agents/skills/hip-rocm && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "hip-rocm" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/gpu/hip-rocm into .agents/skills/hip-rocm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hip-rocm", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add mohitmishra786/low-level-dev-skills --skill hip-rocm -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install mohitmishra786/low-level-dev-skills hip-rocm --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/gpu/hip-rocm .cursor/skills/hip-rocm && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "hip-rocm" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/gpu/hip-rocm into .cursor/skills/hip-rocm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hip-rocm", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/mohitmishra786/low-level-dev-skills.git --path skills/gpu/hip-rocm

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add mohitmishra786/low-level-dev-skills --skill hip-rocm -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install mohitmishra786/low-level-dev-skills hip-rocm --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/gpu/hip-rocm .gemini/skills/hip-rocm && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "hip-rocm" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/gpu/hip-rocm into .gemini/skills/hip-rocm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hip-rocm", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install mohitmishra786/low-level-dev-skills hip-rocm

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add mohitmishra786/low-level-dev-skills --skill hip-rocm -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/gpu/hip-rocm .github/skills/hip-rocm && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "hip-rocm" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/gpu/hip-rocm into .github/skills/hip-rocm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hip-rocm", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add mohitmishra786/low-level-dev-skills --skill hip-rocm -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install mohitmishra786/low-level-dev-skills hip-rocm --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/gpu/hip-rocm .opencode/skills/hip-rocm && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "hip-rocm" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/gpu/hip-rocm into .opencode/skills/hip-rocm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hip-rocm", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: hip-rocm
GitHub stars: 252
Token cost: ~1.6k tokens
SKILL.md length: 361 words
Files: 1
Skills in repo: 138
Repo updated: Jun 27, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

HIP and ROCm skill for AMD GPU programming. An agent skill from mohitmishra786/low-level-dev-skills.

Works in 8 steps: ROCm installation and verification → Minimal HIP kernel → CUDA → HIP porting with HIPIFY → …
Writing HIP kernels with hipcc
SKILL.md covers Purpose, When to Use, Workflow and Common Problems, plus 1 more section
Calls apt

What it does

Hip Rocm is an agent skill from mohitmishra786/low-level-dev-skills. HIP and ROCm skill for AMD GPU programming. Use when writing HIP kernels with hipcc, porting CUDA code via HIPIFY, profiling with rocprof, debugging with rocgdb, or optimizing for MI300X. Activates on queries about HIP, ROCm, hipify, hipcc, rocprof, or CUDA to AMD porting.

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development, covering Debugging and GPU and accelerator computing. It works with CUDA. 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

Writing HIP kernels with hipcc
Porting CUDA code via HIPIFY
Profiling with rocprof
Debugging with rocgdb

Example prompts

“/hip-rocm”

Workflow steps

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

ROCm installation and verification
Minimal HIP kernel
CUDA → HIP porting with HIPIFY
hipcc flags
rocprof profiling
rocgdb debugging
MI300X optimizations
Library ecosystem

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:
- apt
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

Hip Rocm loads about 1.6k tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 361 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~71
When it runs · the whole SKILL.md, loaded when a task matches: ~1.6k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

NoteRuns commands with sudoSKILL.md:27

sudo apt install rocm-dev rocm-libs hip-dev

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). 361 words, ~1,581 tokens.

Download SKILL.mdSave it as .claude/skills/hip-rocm/SKILL.md (or your agent's skills folder).

name: hip-rocm
description: HIP and ROCm skill for AMD GPU programming. Use when writing HIP kernels with hipcc, porting CUDA code via HIPIFY, profiling with rocprof, debugging with rocgdb, or optimizing for MI300X. Activates on queries about HIP, ROCm, hipify, hipcc, rocprof, or CUDA to AMD porting.

HIP / ROCm

Purpose

Guide agents through AMD GPU programming with HIP: the HIP runtime API, hipcc compilation, porting CUDA code with HIPIFY (hipify-perl, hipify-clang), ROCm toolchain setup, profiling with rocprof, debugging with rocgdb, HIP-vs-CUDA API mapping, and MI300X-specific optimizations.

When to Use

Porting an existing CUDA codebase to AMD GPUs
Setting up ROCm on Linux for MI200/MI300 hardware
Writing native HIP kernels for AMD data center GPUs
Profiling HIP applications with rocprof or rocprofiler-sdk
Debugging device faults with rocgdb or compute sanitizers
Building multi-vendor GPU code with HIP portability macros

Workflow

1. ROCm installation and verification

bash

# Ubuntu/Debian (check ROCm docs for your distro version)
sudo apt install rocm-dev rocm-libs hip-dev

# Verify
rocminfo | head -30
hipconfig --version
hipcc --version

# List devices
rocm-smi

Set GPU target for compilation:

bash

export AMDGPU_TARGETS=gfx942   # MI300X
export HIP_PLATFORM=amd

2. Minimal HIP kernel

cpp

// vector_add.hip
#include <hip/hip_runtime.h>
#include <stdio.h>

__global__ void vector_add(const float *a, const float *b, float *c, int n) {
    int i = blockIdx.x * blockDim.x + threadIdx.x;
    if (i < n)
        c[i] = a[i] + b[i];
}

int main(void) {
    const int n = 1 << 20;
    size_t bytes = n * sizeof(float);
    float *d_a, *d_b, *d_c;

    hipMalloc(&d_a, bytes);
    hipMalloc(&d_b, bytes);
    hipMalloc(&d_c, bytes);

    int threads = 256;
    int blocks = (n + threads - 1) / threads;
    hipLaunchKernelGGL(vector_add, dim3(blocks), dim3(threads), 0, 0,
                       d_a, d_b, d_c, n);
    hipDeviceSynchronize();

    hipFree(d_a); hipFree(d_b); hipFree(d_c);
    return 0;
}

bash

hipcc -O3 --offload-arch=gfx942 -o vector_add vector_add.hip
./vector_add

3. CUDA → HIP porting with HIPIFY

bash

# Perl-based batch converter (quick port)
hipify-perl cuda_kernel.cu > cuda_kernel.hip

# Clang-based (more accurate, preserves structure)
hipify-clang cuda_project/ -o hip_project/ --cuda-path=/usr/local/cuda

# Convert single file in place
hipify-clang -inplace --cuda-path=/usr/local/cuda main.cu

Common API mappings:

CUDA	HIP
`cudaMalloc`	`hipMalloc`
`cudaMemcpy`	`hipMemcpy`
`cudaMemcpyAsync`	`hipMemcpyAsync`
`cudaStream_t`	`hipStream_t`
`<<<grid, block>>>`	`hipLaunchKernelGGL` or `<<<>>>` (HIP supports CUDA syntax)
`__syncthreads()`	`__syncthreads()` (same)
`threadIdx` / `blockIdx`	Same builtins

Portability header for dual compilation:

cpp

#ifdef __HIP_PLATFORM_AMD__
#include <hip/hip_runtime.h>
#else
#include <cuda_runtime.h>
#define hipMalloc cudaMalloc
#define hipMemcpy cudaMemcpy
// ... more macros
#endif

4. hipcc flags

bash

# Target specific GPU architecture
hipcc --offload-arch=gfx942 -O3 -o app main.hip

# Multiple architectures
hipcc --offload-arch=gfx90a --offload-arch=gfx942 -o app main.hip

# Debug
hipcc -g -O0 --offload-arch=gfx942 -o app_debug main.hip

# Link with rocBLAS
hipcc -lrocblas -o app main.hip

5. rocprof profiling

bash

# Basic kernel trace
rocprof --stats ./app

# CSV metrics output
rocprof -i input.csv -o output.csv ./app

# input.csv example:
# pmc: SQ_INSTS_VALU_ADD_F32,SQ_INSTS_VALU_MUL_F32,GRBM_COUNT

bash

# ROCm 6.x rocprofiler-sdk (preferred for new projects)
rocprofv3 --kernel-trace -- ./app

Key metrics (AMD terminology):

VALU utilization — compute unit activity
LDS bank conflicts — shared memory (LDS) stalls
Memory throughput — HBM bandwidth utilization

6. rocgdb debugging

bash

# Build with debug symbols
hipcc -g -O0 --offload-arch=gfx942 -o app_debug main.hip

rocgdb ./app_debug

gdb

(rocgdb) break vector_add
(rocgdb) run
(rocgdb) info rocm kernels
(rocgdb) rocm thread 0 0 0
(rocgdb) print i

AMD also supports compute-sanitizer equivalents via ROCm's roc-obj-extract and memory checking tools where available.

7. MI300X optimizations

bash

# Enable MFMA (matrix fused multiply-add) instructions
hipcc --offload-arch=gfx942 -munsafe-fp-atomics -O3 -o app main.hip

Optimization	MI300X note
Matrix ops	Use rocBLAS/hipBLASLt for GEMM; MFMA intrinsics for custom
HBM bandwidth	~5.3 TB/s peak (MI300X) — maximize memory coalescing to approach it
Wavefront size	64 threads (vs CUDA warp 32) — adjust reduction patterns
LDS (shared mem)	64 KB per CU; watch bank conflicts

Wavefront-aware reduction:

cpp

__device__ float warp_reduce_sum(float val) {
    // AMD wavefront = 64 lanes
    for (int offset = 32; offset > 0; offset >>= 1)
        val += __shfl_down(val, offset);
    return val;
}

Show full SKILL.md (122 more words)Show less

8. Library ecosystem

NVIDIA	AMD ROCm
cuBLAS	rocBLAS / hipBLAS
cuDNN	MIOpen
NCCL	rccl
Thrust	hipCUB (portable)
cuFFT	rocFFT

bash

hipcc -lrocblas -o gemm_test gemm.hip

Common Problems

Symptom	Cause	Fix
`hipErrorNoDevice`	ROCm driver not loaded	Check `rocm-smi`; add user to `render` group
Wrong architecture binary	Mismatched `gfx*` target	`rocminfo` → set `--offload-arch`
hipify incomplete port	CUDA-specific APIs	Manual fix: cooperative groups, texture refs
Slower than CUDA reference	Wavefront 64 vs warp 32	Tune block size to multiples of 64
`HSA_STATUS_ERROR`	GPU busy or OOM	`rocm-smi --showmeminfo`; reduce allocation
rocprof empty output	No kernels launched	Verify `hipGetLastError()` after launch

skills/gpu/cuda — source CUDA patterns being ported
skills/gpu/cuda-profiling — Nsight concepts map to rocprof
skills/gpu/gpu-memory-model — wavefront vs warp, coalescing rules
skills/gpu/triton-lang — Triton supports AMD via ROCm backend
skills/compilers/llvm — HIP uses Clang/LLVM toolchain

Files

Just SKILL.md in skills/gpu/hip-rocm of mohitmishra786/low-level-dev-skills.

Open the folder on GitHubat commit bdc5847

Compare with similar skills

Hip Rocm 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.

Hip Rocm compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Hip Rocm this skillmohitmishra786/low-level-dev-skills	252	—	~1.6k	Automated safety check: Notes	MIT	3 mo ago
Debug Distributed Hangsgl-project/sglang	37k	2 repos	~2.4k	Automated safety check: Pass	Apache-2.0	today
CUTLASS FMHA Incremental Rebuildmicrosoft/onnxruntime	22k	—	~1.3k	Automated safety check: Pass	MIT	today
Cudatechnillogue/ptx-isa-markdown	229	—	~2.5k	Automated safety check: Pass	None	9 mo ago
Cuda Cpp Kernelvipshop/cache-dit	1.3k	—	~2.3k	Automated safety check: Pass	Apache-2.0	today
Aoti Debugpytorch/pytorch	104k	1 repos	~1.7k	Automated safety check: Pass	Custom licence	today

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Questions about Hip Rocm

What does Hip Rocm do?

HIP and ROCm skill for AMD GPU programming. An agent skill from mohitmishra786/low-level-dev-skills. Hip Rocm is an agent skill from mohitmishra786/low-level-dev-skills. HIP and ROCm skill for AMD GPU programming.

When should I use Hip Rocm?

Hip Rocm fits situations like: writing HIP kernels with hipcc; porting CUDA code via HIPIFY; profiling with rocprof; debugging with rocgdb.

How do I install Hip Rocm in Claude Code?

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

How do I install Hip Rocm in Codex?

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

Can I use Hip Rocm 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 hip-rocm -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hip-rocm, .gemini/skills/hip-rocm, .github/skills/hip-rocm and .opencode/skills/hip-rocm in your project.

What does Hip Rocm need to run?

Going by SKILL.md and its folder, Hip Rocm needs the command-line tools its instructions call (apt).

Does Hip Rocm 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 Hip Rocm safe to install?

Our automated static check of SKILL.md found notes only (runs commands with sudo), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Hip Rocm use?

Hip Rocm 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 Hip Rocm use?

About 1.6k tokens (SKILL.md is roughly 6.3k 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 Hip Rocm?

Skills that share tags, products or a category with Hip Rocm: Debug Distributed Hang (sgl-project/sglang, 37k stars), CUTLASS FMHA Incremental Rebuild (microsoft/onnxruntime, 22k stars), Cuda (technillogue/ptx-isa-markdown, 229 stars) and Cuda Cpp Kernel (vipshop/cache-dit, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hip Rocm?

mohitmishra786 (a GitHub user) maintains it in mohitmishra786/low-level-dev-skills, which has 252 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.

Install Hip Rocm

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

HIP / ROCm

Purpose

When to Use

Workflow

1. ROCm installation and verification

2. Minimal HIP kernel

3. CUDA → HIP porting with HIPIFY

4. hipcc flags

5. rocprof profiling

6. rocgdb debugging

7. MI300X optimizations

8. Library ecosystem

Common Problems

Related Skills

Files

Compare with similar skills

Similar skills

More from mohitmishra786/low-level-dev-skills

Related

Questions about Hip Rocm