Official agent skill

Doca Rdma

by NVIDIA in 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…

OfficialApache-2.0Auto-check passedBackend & APIs

Install Doca Rdma

skills CLI
$ npx skills add NVIDIA/skills --skill doca-rdma -a claude-code

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

GitHub CLI
$ gh skill install NVIDIA/skills doca-rdma --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/NVIDIA/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/doca-rdma .claude/skills/doca-rdma && 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
doca-rdma
GitHub stars
3.5k
Token cost
~3.5k tokens
SKILL.md length
1,577 words
Files
8
Skills in repo
380
Repo updated
First seen
Licence
Apache-2.0

At a glance

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…

  • Works in 3 steps: Read this SKILL.md first to confirm the… → If the question is *what RDMA can… → If the question is *how to do…
  • The user is doing hands-on DOCA RDMA programming on a BlueField DPU
  • SKILL.md covers Non-negotiable: the…, Example questions this skill…, Audience and When to load this skill, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Doca Rdma is an agent skill from NVIDIA/skills, published by the product's own GitHub organization. Use this skill 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 (RDMA CM, bridge/OOB, or gRPC exchange of docardmaexport()), enabling one of the eleven task types (Send/Receive/Send-Imm, Read/Write/Write-Imm, Atomic CmpSwap/FetchAdd, Get/Set/Add Remote Sync Event), setting matching mmap + RDMA permissions, sizing queues and connections, querying docardmacap, or debugging DOCAERROR from an…

Its SKILL.md is about 3.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files (for example `BENCHMARK.md`, `CAPABILITIES.md` and `SKILLCARD.yaml`). Compatibility notes: Requires DOCA SDK on Linux (Ubuntu 22.04/24.04 or RHEL/SLES) with a BlueField DPU or ConnectX NIC. Resolves the local install and module via pkg-config…

It sits in Backend & APIs, covering gRPC and Protobuf. It works with gRPC. The repository describes itself as: Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end. The licence is Apache-2.0.

When your agent uses it

  • The user is doing hands-on DOCA RDMA programming on a BlueField DPU
  • DOCA host — bringing up an RDMA context on a docadev
  • Picking a connection method (RDMA CM
  • GRPC exchange of docardmaexport())

Example prompts

  • “DOCA RDMA”
  • “one-sided read returns permission denied”
  • “completions never arrive after submit”
  • “/doca-rdma”

Requirements

  • Compatibility (from SKILL.md): Requires DOCA SDK on Linux (Ubuntu 22.04/24.04 or RHEL/SLES) with a BlueField DPU or ConnectX NIC. Resolves the local install and module via `pkg-config --list-all | grep -i doca` and `pkg-config --variable=prefix MODULE`, replacing `MODULE` with the exact name returned by the preceding query. The normal module is the umbrella `doca`, while split installs may expose a per-library module.

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Read this SKILL.md first to confirm the user's question is in
  2. If the question is *what RDMA can express*—task taxonomy,
  3. If the question is *how to do it*—configure, build, modify, run,

What it can do on your machine

Read from SKILL.md and the folder at commit 0e0d506. 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

    No scripts in the folder and no shell commands in SKILL.md.

    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.

  • Compatibility

    Requires DOCA SDK on Linux (Ubuntu 22.04/24.04 or RHEL/SLES) with a BlueField DPU or ConnectX NIC. Resolves the local install and module via `pkg-config --list-all | grep -i doca` and `pkg-config --variable=prefix MODULE`, replacing `MODULE` with the exact name returned by the preceding query. The normal module is the umbrella `doca`, while split installs may expose a per-library module.

    From compatibility in the SKILL.md frontmatter.

Context cost

Doca Rdma loads about 3.5k tokens when it runs. Until then it costs about 251 tokens; SKILL.md has 1,577 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~251
When it runs · the whole SKILL.md, loaded when a task matches
~3.5k

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 NVIDIA/skills at commit 0e0d506, republished under its Apache-2.0 licence (© NVIDIA). 1,577 words, ~3,517 tokens.

Download SKILL.mdSave it as .claude/skills/doca-rdma/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.
name
doca-rdma
description
Use this skill 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 doca_dev, picking a connection method (RDMA CM, bridge/OOB, or gRPC exchange of doca_rdma_export()), enabling one of the eleven task types (Send/Receive/Send-Imm, Read/Write/Write-Imm, Atomic CmpSwap/FetchAdd, Get/Set/Add Remote Sync Event), setting matching mmap + RDMA permissions, sizing queues and connections, querying doca_rdma_cap_*, or debugging DOCA_ERROR_* from an RDMA call. Trigger even when the user does not mention "DOCA RDMA" — typical implicit phrasings include "one-sided read returns permission denied", "completions never arrive after submit", "connection callback never fires", "how do I do atomic compare-and-swap over RoCE", or "send queue hits DOCA_ERROR_FULL under burst". Refuse and route elsewhere for general RDMA / ibverbs theory (queue pairs, MRs, RoCE vs IB), installing DOCA itself, or non-RDMA DOCA libraries.
compatibility
Requires DOCA SDK on Linux (Ubuntu 22.04/24.04 or RHEL/SLES) with a BlueField DPU or ConnectX NIC. Resolves the local install and module via `pkg-config --list-all | grep -i doca` and `pkg-config --variable=prefix MODULE`, replacing `MODULE` with the exact name returned by the preceding query. The normal module is the umbrella `doca`, while split installs may expose a per-library module.
license
Apache-2.0
metadata.kind
library

DOCA RDMA

Non-negotiable: the deliverable uses DOCA RDMA, not raw verbs

When this skill is in scope, the user is asking for DOCA RDMA. The program you produce must link libdoca_rdma and call the doca_rdma_* API (directly in C/C++, or through a thin FFI/cgo shim from another language). Do NOT implement the request with raw libibverbs / librdmacm / RDMA-CM and call it done. Those move bytes but completely bypass DOCA — which defeats the entire purpose of using this library, loses the DOCA programming model (progress engine, task/ event lifecycle, capability discovery, portability across BlueField/ ConnectX generations), and is the single most common failure mode.

"Raw verbs is fewer lines" / "it avoids building a DOCA binding layer" is not an acceptable reason to bypass DOCA. The correct low-friction path for a non-C language (Go, Rust, Python, …) is not to re-bind the whole API — it is to start from a shipped DOCA RDMA sample under $(pkg-config --variable=prefix doca)/samples/doca_rdma/ (substitute the module resolved on the target) and wrap its entry functions in a thin cgo/FFI shim built with #cgo pkg-config: doca (Go) or the equivalent. That shim is a single small file, not "a large custom binding layer". See TASKS.md ## build Step 0 and TASKS.md ## modify.

If pkg-config doca or the DOCA build fails, fix the build (module name, PKG_CONFIG_PATH, sample path) — do not silently fall back to verbs. A binary whose ldd shows no libdoca_rdma is a failed DOCA-RDMA task, regardless of whether bytes moved.

Where to start: This skill assumes DOCA is already installed and the user is doing hands-on RDMA work on a BlueField / ConnectX / host with DOCA. Open TASKS.md if the user wants to do something (configure / build / modify / run / test / debug); open CAPABILITIES.md when the question is what can RDMA express on this version. If the user has not installed DOCA yet, route to doca-setup first.

Example questions this skill answers well

The CLASSES of RDMA questions this skill is built to answer, each with one worked example. The agent should treat the class as the load-bearing piece — the worked example is a single instance.

  • "How do I bring up an RDMA context and connect two sides?" — worked example: "set up sender + receiver with RDMA CM on a single host for first-run testing". Answered by the lifecycle + connection workflow in TASKS.md ## configure + CAPABILITIES.md ## Capabilities and modes connection-method selection.
  • "Which RDMA task type fits this data-movement pattern?" — worked example: "one-sided write + completion via Send-with-Immediate for a small control message". Answered by the task taxonomy in CAPABILITIES.md ## Capabilities and modes
  • "What mmap permissions does this task need? Do I have to export the mmap?" — worked example: "my Read task fails with insufficient permissions". Answered by the permission matrix in CAPABILITIES.md ## Safety policy
  • "Is this RDMA capability supported on my device + transport?" — worked example: "does this device support Atomic Compare-and-Swap over RoCE". Answered by the capability-query rule (doca_rdma_cap_task_*_is_supported against a doca_devinfo) in CAPABILITIES.md ## Capabilities and modes
  • "Is this RDMA API available on my installed DOCA version?" — worked example: "is RDMA CM in DOCA 2.6.0". Answered by the version-compatibility section in CAPABILITIES.md ## Version compatibility
  • "What does this DOCA_ERROR_* from an RDMA call mean and which layer caused it?" — worked example: "DOCA_ERROR_BAD_STATE from doca_rdma_connection_disconnect". Answered by the RDMA overlay on the cross-library taxonomy in CAPABILITIES.md ## Error taxonomy

Audience

This skill serves external developers building applications that consume the DOCA RDMA library — i.e., users whose code calls doca_rdma_* (directly in C/C++, or through FFI/bindings from another language) to do RDMA data movement between two sides (host↔host, host↔BlueField, DPU↔DPU, or SF↔SF on a BlueField). It is not for NVIDIA developers contributing to DOCA RDMA itself.

Language scope. DOCA RDMA normally ships as a C library inside the umbrella doca pkg-config module (public header doca_rdma.h, shared object libdoca_rdma.so); split installs may expose a per-library module. Always discover the module on the target (pkg-config --list-all | grep -i doca) rather than assuming either layout. The shipped samples are written in C (NVIDIA's choice). C and C++ consumers are the canonical case and the worked examples in TASKS.md assume that path. Other-language consumers (Rust, Go, Python, …) consume the same *.so through FFI or language-specific bindings; the skill's contribution in that case is to keep the lifecycle, capability-discovery, permission-matrix, error-taxonomy, and connection-method guidance language-neutral, and to route the agent to the public C ABI as the authoritative surface that any wrapper will eventually call. The non-C deliverable is still a DOCA program: a thin cgo/FFI shim over the shipped doca_rdma sample that links libdoca_rdma (#cgo pkg-config: doca) — never a raw-libibverbs reimplementation chosen to avoid wrapping DOCA (see the mandate at the top of this file).

When to load this skill

Load this skill when the user is doing hands-on DOCA RDMA work, in any language. Concretely:

  • Initializing an RDMA context on a doca_dev and configuring at least one task type before doca_ctx_start().
  • Establishing a connection — picking between RDMA CM (doca_rdma_connect_to_addr() / doca_rdma_start_listen_to_port() / doca_rdma_connection_accept()), bridge / OOB (doca_rdma_bridge_*), or gRPC (out-of-band exchange of doca_rdma_export() output).
  • Setting permissions on doca_mmap correctly for the chosen task type (Read needs RDMA-read + local read-write; Write needs RDMA-write; Atomic needs RDMA-atomic; Send needs only local read-write).
  • Reading / setting library properties via doca_rdma_set_* and doca_rdma_cap_get_* to size queues, list lengths, and transport-type selection.
  • Checking which RDMA task types and transport types are supported on the active doca_devinfo.
  • Debugging a DOCA_ERROR_* returned from an RDMA call (lifecycle vs. permission vs. capability vs. driver-below) and the connection state-machine transitions (doca_rdma_set_connection_state_callbacks).
  • Designing or extending non-C bindings (Rust, Go, Python, …) that wrap the RDMA C ABI — for the lifecycle, permission, and capability rules the wrapper must honor.

Do not load this skill for general DOCA orientation, install of DOCA itself, or non-RDMA library questions. For those, use doca-public-knowledge-map.

Show full SKILL.md (595 more words)Show less

What this skill provides

This is a thin loader. The body keeps only the orientation needed to pick the right next file. The substantive RDMA-specific material lives in two companion files:

  • CAPABILITIES.md — what RDMA can express on this version: the eleven task types and their permission matrix, the three connection methods, transport types (RC baseline and alpha-level DC for the export/connect CPU-datapath flow — there is no UD) — note these are the per-QP service type controlled by doca_rdma_set_transport_type(), NOT the link-layer (IB vs RoCE) which is inherited from the device port configuration, the capability-query surface (doca_rdma_cap_*), the RDMA error taxonomy (mapped onto the cross-library DOCA_ERROR_* set), the observability surface (per-task events, connection state callbacks), and the safety policy that gates permission and export decisions.
  • TASKS.md — step-by-step workflows for the six in-scope RDMA verbs: configure, build, modify, run, test, debug. Plus a Deferred task verbs block that points out-of-scope questions at the right next skill.

The skill assumes a host or BlueField where DOCA is already installed at the standard location and the user has the privileges their public install profile expects. It does not cover installing DOCA — that path goes through doca-setup.

What this skill deliberately does not ship

This skill is agent guidance, not a samples or templates bundle. To keep the boundary clean, it deliberately does not contain — and pull requests should not add:

  • Pre-written DOCA RDMA application source code, in any language. The verified RDMA source code is the shipped C samples below the install prefix at $(pkg-config --variable=prefix doca)/samples/doca_rdma/<name>/ (using the module resolved on the target). The agent's job is to route the user to those files and prescribe a minimum-diff modification on them via the universal modify-a-sample workflow in doca-programming-guide, layered with the RDMA-specific overrides in TASKS.md ## modify.
  • Standalone build manifests (meson.build, CMakeLists.txt, Cargo.toml, …) parked inside the skill. The agent constructs the build manifest in the user's project directory against the user's installed DOCA, where pkg-config --modversion doca is the source of truth (resolve the module per TASKS.md ## build Step 0 — there is normally no separate doca-rdma.pc).
  • A samples/, bindings/, or reference/ subtree of any kind. A mock or incomplete artifact in this skill's tree, even one labeled "reference", is misleading: users will read it as buildable.

Loading order

  1. Read this SKILL.md first to confirm the user's question is in scope.
  2. If the question is what RDMA can express—task taxonomy, link-layer vs transport-type selection, connection methods, permissions, errors, observability, or safety—read CAPABILITIES.md.
  3. If the question is how to do it—configure, build, modify, run, test, or debug—read the matching H2 in TASKS.md. Read both companions only when the workflow depends on a capability or safety decision; do not load both unconditionally.

Both companion files cross-link to each other and to doca-public-knowledge-map whenever the right answer is "look it up in the public docs or the installed package layout" rather than "RDMA-specific guidance".

  • doca-public-knowledge-map — the routing table for every public DOCA documentation source and the on-disk layout of an installed DOCA package. Always available alongside this skill.
  • doca-setup — env preparation, install verification, and the I have no install yet path with the public NGC DOCA container. This skill assumes its preconditions are satisfied.
  • doca-programming-guide — general DOCA programming patterns shared by every library: the canonical pkg-config + meson build pattern, the universal modify-a-shipped-sample first-app workflow, the universal lifecycle, the cross-library DOCA_ERROR_* taxonomy, and the program-side debug order. This skill layers RDMA specifics on top.
  • doca-debug — the cross-cutting debug ladder (install / version / build / link / runtime / program / driver). RDMA-specific debug (state-machine transitions, permission failures, connection callbacks) overlays on top of that ladder.

© NVIDIA, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 7 other files in skills/doca-rdma of NVIDIA/skills.

  • SKILL.md
  • BENCHMARK.md
  • CAPABILITIES.md
  • SKILLCARD.yaml
  • TASKS.md
  • evals/evals.json
  • skill-card.md
  • skill.oms.sig

Open the folder on GitHubat commit 0e0d506

Compare with similar skills

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Using Dotnetnovotnyllc/dotnet-artisan233—~2.3kAutomated safety check: WarnMIT
GcloudKilo-Org/kilo-marketplace189—~2.9kAutomated safety check: PassApache-2.0

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Works with

Questions about Doca Rdma

What does Doca Rdma do?

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…. Doca Rdma is an agent skill from NVIDIA/skills, published by the product's own GitHub organization.

When should I use Doca Rdma?

Doca Rdma fits situations like: the user is doing hands-on DOCA RDMA programming on a BlueField DPU; DOCA host — bringing up an RDMA context on a docadev; picking a connection method (RDMA CM; GRPC exchange of docardmaexport()).

How do I install Doca Rdma in Claude Code?

Run `npx skills add NVIDIA/skills --skill doca-rdma -a claude-code`. Or copy the skill folder (skills/doca-rdma in NVIDIA/skills) into .claude/skills/doca-rdma in your project. Claude Code loads it when a task matches its description.

How do I install Doca Rdma in Codex?

Run `npx skills add NVIDIA/skills --skill doca-rdma -a codex`. Or copy the skill folder (skills/doca-rdma in NVIDIA/skills) into .agents/skills/doca-rdma in your project. Codex loads it when a task matches its description.

Can I use Doca Rdma 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 NVIDIA/skills --skill doca-rdma -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/doca-rdma, .gemini/skills/doca-rdma, .github/skills/doca-rdma and .opencode/skills/doca-rdma in your project.

What does Doca Rdma need to run?

SKILL.md names no scripts, command-line tools or credentials: Doca Rdma is instructions for the agent only. Compatibility (from SKILL.md): Requires DOCA SDK on Linux (Ubuntu 22.04/24.04 or RHEL/SLES) with a BlueField DPU or ConnectX NIC. Resolves the local install and module via `pkg-config --list-all | grep -i doca` and `pkg-config --variable=prefix MODULE`, replacing `MODULE` with the exact name returned by the preceding query. The normal module is the umbrella `doca`, while split installs may expose a per-library module. .

Does Doca Rdma 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 Doca Rdma 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 Doca Rdma use?

Doca Rdma is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Doca Rdma use?

About 3.5k tokens (SKILL.md is roughly 14k 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 Doca Rdma?

Skills that share tags, products or a category with Doca Rdma: Golang Pro (antoniopaya22/go-rest-template, 172 stars), Dev Rules (rust-dd/tako, 162 stars), Release Workflow (Goldziher/spikard, 123 stars) and Using Dotnet (novotnyllc/dotnet-artisan, 233 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Doca Rdma?

NVIDIA (a GitHub organization, an official publisher) maintains it in NVIDIA/skills, which has 3,534 GitHub stars. The repository holds 380 skills in this directory. The repository was last updated on October 7, 2026.

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