Strict Programming Practices
code-yeongyu/oh-my-openagent
Applies strict, type-first coding rules for Python, Rust, TypeScript and Go, loading the matching language reference before the agent writes or edits any code.
RDMA verbs skill for InfiniBand and RoCE programming. An agent skill from mohitmishra786/low-level-dev-skills.
$ npx skills add mohitmishra786/low-level-dev-skills --skill rdma-verbs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills rdma-verbs --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/hpc/rdma-verbs .claude/skills/rdma-verbs && rm -rf skills-srcUse ~/.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/
Install the "rdma-verbs" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/hpc/rdma-verbs into .claude/skills/rdma-verbs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rdma-verbs", 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 install https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/hpc/rdma-verbsType 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.
$ npx skills add mohitmishra786/low-level-dev-skills --skill rdma-verbs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills rdma-verbs --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/hpc/rdma-verbs .agents/skills/rdma-verbs && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "rdma-verbs" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/hpc/rdma-verbs into .agents/skills/rdma-verbs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rdma-verbs", 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.
$ npx skills add mohitmishra786/low-level-dev-skills --skill rdma-verbs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills rdma-verbs --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/hpc/rdma-verbs .cursor/skills/rdma-verbs && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "rdma-verbs" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/hpc/rdma-verbs into .cursor/skills/rdma-verbs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rdma-verbs", 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 https://github.com/mohitmishra786/low-level-dev-skills.git --path skills/hpc/rdma-verbs--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mohitmishra786/low-level-dev-skills --skill rdma-verbs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills rdma-verbs --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/hpc/rdma-verbs .gemini/skills/rdma-verbs && rm -rf skills-srcUse ~/.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/
Install the "rdma-verbs" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/hpc/rdma-verbs into .gemini/skills/rdma-verbs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rdma-verbs", 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.
$ gh skill install mohitmishra786/low-level-dev-skills rdma-verbsInstalls 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).
$ npx skills add mohitmishra786/low-level-dev-skills --skill rdma-verbs -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/hpc/rdma-verbs .github/skills/rdma-verbs && rm -rf skills-srcUse ~/.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/
Install the "rdma-verbs" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/hpc/rdma-verbs into .github/skills/rdma-verbs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rdma-verbs", 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.
$ npx skills add mohitmishra786/low-level-dev-skills --skill rdma-verbs -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills rdma-verbs --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/hpc/rdma-verbs .opencode/skills/rdma-verbs && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "rdma-verbs" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/hpc/rdma-verbs into .opencode/skills/rdma-verbs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rdma-verbs", 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.
rdma-verbsRDMA verbs skill for InfiniBand and RoCE programming. An agent skill from mohitmishra786/low-level-dev-skills.
Rdma Verbs is an agent skill from mohitmishra786/low-level-dev-skills. RDMA verbs skill for InfiniBand and RoCE programming. Use when using libibverbs API, creating queue pairs, RDMA read/write operations, or benchmarking with perftest. Activates on queries about libibverbs, ibvregmr, ibvcreateqp, RDMA, RoCE, ibsendbw, or rdma-sys.
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.
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.
9 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit bdc5847. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are c, bash and toml).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Rdma Verbs loads about 1.6k tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 307 words of instructions outside code blocks.
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.
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.
The full file from mohitmishra786/low-level-dev-skills at commit bdc5847, republished under its MIT licence (© mohitmishra786). 307 words, ~1,640 tokens.
.claude/skills/rdma-verbs/SKILL.md (or your agent's skills folder).Guide agents through RDMA programming with libibverbs: one-sided vs two-sided operations, RC/UC/UD transports, device setup (ibv_get_device_list, protection domains, memory registration, completion queues, queue pairs), work requests and completions, RoCE vs InfiniBand, perftest benchmarking, and Rust rdma-sys bindings.
RDMA stack
├── Application (libibverbs)
├── Kernel RDMA driver (mlx5, rdma_rxe)
├── NIC/HCA hardware
└── Fabric (InfiniBand or RoCE/Ethernet)
Operation types
├── Two-sided: Send/Recv (both sides participate)
└── One-sided: RDMA Read/Write (remote CPU not involved)Transports:
| Type | Reliable | Connection | Use |
|---|---|---|---|
| RC (Reliable Connected) | Yes | 1:1 QP pair | General purpose |
| UC (Unreliable Connected) | No | 1:1 | Multicast-like |
| UD (Unreliable Datagram) | No | Many:Many | MPI, discovery |
# List RDMA devices
ibv_devices
ibv_devinfo
# RoCE link status
rdma link show
ibstat
# Perftest prerequisites
modprobe ib_umad#include <infiniband/verbs.h>
#include <stdio.h>
#include <stdlib.h>
int main(void) {
int num_devices;
struct ibv_device **dev_list = ibv_get_device_list(&num_devices);
if (!dev_list || num_devices == 0) {
fprintf(stderr, "No RDMA devices\n");
return 1;
}
struct ibv_context *ctx = ibv_open_device(dev_list[0]);
struct ibv_pd *pd = ibv_alloc_pd(ctx);
char buf[4096];
struct ibv_mr *mr = ibv_reg_mr(pd, buf, sizeof(buf),
IBV_ACCESS_LOCAL_WRITE | IBV_ACCESS_REMOTE_WRITE);
struct ibv_cq *cq = ibv_create_cq(ctx, 10, NULL, NULL, 0);
struct ibv_qp_init_attr qp_attr = {
.send_cq = cq,
.recv_cq = cq,
.cap = { .max_send_wr = 10, .max_recv_wr = 10,
.max_send_sge = 1, .max_recv_sge = 1 },
.qp_type = IBV_QPT_RC,
};
struct ibv_qp *qp = ibv_create_qp(pd, &qp_attr);
printf("QP num %u, MR lkey %u rkey %u\n",
qp->qp_num, mr->lkey, mr->rkey);
ibv_destroy_qp(qp);
ibv_dereg_mr(mr);
ibv_destroy_cq(cq);
ibv_dealloc_pd(pd);
ibv_close_device(ctx);
ibv_free_device_list(dev_list);
return 0;
}gcc -o rdma_setup rdma_setup.c -libverbsRC requires exchanging QP info (lid, gid, qp_num, psn) out-of-band:
// Simplified: exchange via TCP socket before RDMA
struct qp_info {
uint16_t lid;
uint32_t qpn;
uint32_t psn;
union ibv_gid gid;
};
// Modify QP to INIT → RTR → RTS states
struct ibv_qp_attr attr = { .qp_state = IBV_QPS_INIT, ... };
ibv_modify_qp(qp, &attr, IBV_QP_STATE | IBV_QP_PKEY_INDEX | ...);
// RTR: set path_mtu, dest_qp_num, rq_psn, ah_attr
// RTS: set sq_psn, timeout, retry_cntUse rdmacm (librdmacm) for simplified connection management:
#include <rdma/rdma_cma.h>
// rdma_create_event_channel, rdma_connect, rdma_accept// Post receive
struct ibv_recv_wr recv_wr = {}, *bad_wr;
struct ibv_sge recv_sge = { .addr = (uint64_t)recv_buf, .length = 4096, .lkey = mr->lkey };
recv_wr.wr_id = 1;
recv_wr.sg_list = &recv_sge;
recv_wr.num_sge = 1;
ibv_post_recv(qp, &recv_wr, &bad_wr);
// Post send
struct ibv_send_wr send_wr = {}, *bad_send;
struct ibv_sge send_sge = { .addr = (uint64_t)send_buf, .length = msg_len, .lkey = mr->lkey };
send_wr.wr_id = 2;
send_wr.opcode = IBV_WR_SEND;
send_wr.sg_list = &send_sge;
send_wr.num_sge = 1;
ibv_post_send(qp, &send_wr, &bad_send);
// Poll completion
struct ibv_wc wc;
while (ibv_poll_cq(cq, 1, &wc) == 0);
if (wc.status != IBV_WC_SUCCESS)
fprintf(stderr, "WC error: %s\n", ibv_wc_status_str(wc.status));struct ibv_send_wr wr = {}, *bad;
struct ibv_sge sge = { .addr = (uint64_t)local_buf, .length = len, .lkey = local_mr->lkey };
wr.wr_id = 3;
wr.opcode = IBV_WR_RDMA_WRITE;
wr.send_flags = IBV_SEND_SIGNALED;
wr.sg_list = &sge;
wr.num_sge = 1;
wr.wr.rdma.remote_addr = remote_addr; // from peer exchange
wr.wr.rdma.rkey = remote_rkey;
ibv_post_send(qp, &wr, &bad);Remote CPU is not interrupted — data appears in remote memory directly.
| InfiniBand | RoCE | |
|---|---|---|
| Physical | Dedicated IB fabric | Ethernet (lossless DCB/PFC) |
| LID/GID | Both | Primarily GID (IPv6-like) |
| Setup | Subnet manager | DCB config, PFC, ECN |
# RoCEv2 GID
cat /sys/class/infiniband/mlx5_0/ports/1/gids/3# Server
ib_send_bw -d mlx5_0 -x 3
# Client
ib_send_bw -d mlx5_0 -x 3 <server_ip>
# Latency
ib_send_lat -d mlx5_0 <server_ip>
# RDMA write bandwidth
ib_write_bw -d mlx5_0 <server_ip># Cargo.toml
rdma-sys = "0.1"Wrap libibverbs with safe abstractions or use async-rdma crate for higher-level API.
| Symptom | Cause | Fix |
|---|---|---|
ibv_reg_mr fails | Memory limit or wrong permissions | Check ulimit -l; set access flags |
WC status rem_inv_req | Bad rkey/addr | Re-exchange MR info after reconnect |
| QP RTS failure | Wrong PSN or path | Verify lid/gid match; subnet manager |
| RoCE packet loss | No PFC on switches | Enable lossless Ethernet; DCQCN |
| Low bandwidth | Small message size | Increase MTU; use larger WRs |
| Device not found | Driver not loaded | modprobe mlx5_ib; check ibv_devices |
skills/hpc/mpi — MPI often uses RDMA under UCX/IB verbsskills/async-io/dpdk — alternative userspace networkingskills/allocators/numa-programming — NUMA-local MR registrationskills/profilers/linux-perf — CPU-side RDMA completion pollingskills/kernel/device-drivers — RDMA driver internalsskills/virtualization/qemu-kvm — SR-IOV VF passthrough for RDMA© mohitmishra786, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/hpc/rdma-verbs of mohitmishra786/low-level-dev-skills.
Open the folder on GitHubat commit bdc5847
Rdma Verbs 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Rdma Verbs this skillmohitmishra786/low-level-dev-skills | 252 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Strict Programming Practicescode-yeongyu/oh-my-openagent | 70k | — | ~9.5k | Automated safety check: Pass | Custom licence | |
| Referral Programalirezarezvani/claude-skills | 28k | — | ~3.4k | Automated safety check: Pass | MIT | |
| Doca RdmaNVIDIA/skills | 3.6k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | |
| Intern Programsickn33/agentic-awesome-skills | 47k | 1 repos | ~3.9k | Automated safety check: Pass | MIT | |
| Mentorship Programsickn33/agentic-awesome-skills | 47k | 1 repos | ~3.7k | Automated safety check: Pass | MIT |
code-yeongyu/oh-my-openagent
Applies strict, type-first coding rules for Python, Rust, TypeScript and Go, loading the matching language reference before the agent writes or edits any code.
alirezarezvani/claude-skills
When the user wants to design, launch, or optimize a referral or affiliate program.
NVIDIA/skills
A skill your agent uses when the user is doing hands-on DOCA RDMA programming on a BlueField DPU, ConnectX NIC, or DOCA host — bringing up an RDMA context on a docadev, picking a connection method…
sickn33/agentic-awesome-skills
Internship register: intern and department, supervisor and mentor, institution, start and end dates, stipend, learning goals, mid-term and final scores, conversion flags.
sickn33/agentic-awesome-skills
Mentorship register: mentor and mentee pair, department, focus area, mentee goal, session counts, last and next session, overall rating, progress notes and status.
NVIDIA/skills
A skill your agent uses when the user is dropping below the higher-level DOCA libraries (doca-rdma / doca-eth / doca-rmax) into the raw-verbs escape hatch — managing QP / CQ / PD / MR / SRQ / AH /…
mohitmishra786/low-level-dev-skills
Guides reading and writing AArch64 and ARM Thumb assembly: compiler output, inline asm, registers, the AAPCS calling convention and NEON or SVE basics.
mohitmishra786/low-level-dev-skills
Reference for RISC-V assembly on RV32 and RV64: register names and calling convention, extension naming, GCC and Clang inline asm, and QEMU with GDB debugging.
mohitmishra786/low-level-dev-skills
Explains x86-64 registers, the System V AMD64 calling convention, and how to read compiler-generated or inline assembly.
mohitmishra786/low-level-dev-skills
Guides your agent through Bazel for C/C++ projects: BUILD files, Bzlmod dependencies, toolchain registration, remote execution, dependency queries and sandbox debugging.
mohitmishra786/low-level-dev-skills
Binary hardening skill for security-hardened C/C++ builds. An agent skill from mohitmishra786/low-level-dev-skills.
mohitmishra786/low-level-dev-skills
GNU binutils skill for binary manipulation and analysis. An agent skill from mohitmishra786/low-level-dev-skills.
RDMA verbs skill for InfiniBand and RoCE programming. An agent skill from mohitmishra786/low-level-dev-skills. Rdma Verbs is an agent skill from mohitmishra786/low-level-dev-skills. RDMA verbs skill for InfiniBand and RoCE programming.
Rdma Verbs fits situations like: using libibverbs API; creating queue pairs; RDMA read/write operations; benchmarking with perftest.
Run `npx skills add mohitmishra786/low-level-dev-skills --skill rdma-verbs -a claude-code`. Or copy the skill folder (skills/hpc/rdma-verbs in mohitmishra786/low-level-dev-skills) into .claude/skills/rdma-verbs in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mohitmishra786/low-level-dev-skills --skill rdma-verbs -a codex`. Or copy the skill folder (skills/hpc/rdma-verbs in mohitmishra786/low-level-dev-skills) into .agents/skills/rdma-verbs in your project. Codex loads it when a task matches its description.
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 rdma-verbs -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rdma-verbs, .gemini/skills/rdma-verbs, .github/skills/rdma-verbs and .opencode/skills/rdma-verbs in your project.
SKILL.md names no scripts, command-line tools or credentials: Rdma Verbs is instructions for the agent only.
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.
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.
Rdma Verbs is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Rdma Verbs: Strict Programming Practices (code-yeongyu/oh-my-openagent, 70k stars), Referral Program (alirezarezvani/claude-skills, 28k stars), Doca Rdma (NVIDIA/skills, 3.6k stars) and Intern Program (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.