Doca Rdma
NVIDIAOfficialCreated by NVIDIA
- Skill
- Tool integration
- Software development
- Apache-2.0
- Medium risk
AutoGineer summary
Written by AutoGineer from the skill’s own files, not by the author
This skill provides technical guidance for developers using the DOCA RDMA library to facilitate data movement between processes or hosts on NVIDIA BlueField DPU or ConnectX NIC hardware. It covers the lifecycle of RDMA contexts, connection methods, task types, and permission management, ensuring developers use the DOCA API rather than raw libibverbs or rdma_cm. The skill emphasizes the use of shipped DOCA samples as the starting point for development and provides structured workflows for configuring, building, and debugging RDMA-enabled applications.
What it does
- Guides the setup of RDMA contexts and connection methods like RDMA CM, bridge, or gRPC.
- Defines the taxonomy of eleven RDMA task types including Send, Receive, Read, Write, and Atomic operations.
- Provides a permission matrix for mmap and RDMA operations to prevent access errors.
- Outlines the capability discovery process using doca_rdma_cap_* functions.
- Maps DOCA_ERROR_* codes to specific RDMA lifecycle or configuration issues.
- Prescribes a workflow for modifying shipped DOCA RDMA samples to implement custom logic.
When to use it
- When implementing data movement between hosts or processes over NVIDIA NICs.
- When troubleshooting RDMA connection failures or permission errors.
- When determining the appropriate RDMA task type for a specific data pattern.
- When integrating RDMA functionality into non-C applications via FFI or bindings.
- When verifying if a specific RDMA capability is supported on a given device.
Advantages
- Ensures adherence to the DOCA programming model for portability and lifecycle management.
- Prevents common pitfalls associated with bypassing the DOCA abstraction layer.
- Provides a clear, verified path for building and running RDMA applications.
- Standardizes the approach to debugging RDMA-specific errors and connection states.
Usage examples
- “How do I set up a basic RDMA connection between two processes?”
- The agent provides the lifecycle workflow: create context, configure tasks and permissions, start the context, establish a connection, and handle completion events.
- “My one-sided read returns a permission denied error. What should I check?”
- The agent guides you to verify the mmap permissions and RDMA access flags against the task requirements defined in the capability companion.
- “Does my device support Atomic Compare-and-Swap over RoCE?”
- The agent instructs you to use doca_rdma_cap_task_atomic_cmp_swap_is_supported against your doca_devinfo to confirm hardware support.
- “How do I build a custom RDMA application using DOCA?”
- The agent directs you to build the shipped DOCA RDMA samples first, then apply modifications to the payload and logic while maintaining the required build structure.
Install
Download the skill as a ZIP:
https://mp-staging.autogineer.com/agent-skills/nvidia/doca-rdma/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip doca-rdma.zip -d .agents/skills
Documentation by NVIDIA
DOCA RDMA
Examples
"Completions never arrive after submit." — stay on the DOCA RDMA task and progress-engine path. Do not rewrite it as raw verbs.
"One-sided read returns permission denied." — check mmap + RDMA permissions and
doca_rdma_cap_*before changing the task type.
Instructions
Follow Loading order below. Open the tasks companion for configure / build / run. Open the capabilities companion for the task taxonomy and safety policy. Do not open every companion file.
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 ## build Step 0 and
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.
Concrete path (verified on DOCA 3.3, one RoCE port, two processes):
Record the installed version first: run
pkg-config --modversion doca-rdmaand show the result.Build the shipped pair in place, output outside. The samples'
meson.buildreads../../../VERSION, so a copied samples tree does not configure. Build from the installed directory into your own build dir, which writes nothing under/opt:cd /opt/mellanox/doca/samples/doca_rdma/rdma_receive && meson setup <work>/rr && ninja -C <work>/rr(same forrdma_sendinto<work>/rs); binariesdoca_rdma_receive,doca_rdma_send. Confirm flags with--help.Run both in one command. Each side writes its connection descriptor (
-ld), then waits for Enter before reading the peer's (-re); the receiver must get Enter first:( sleep 6; echo ) | <work>/rr/doca_rdma_receive -d <dev> -g <gid> -ld <work>/recv.desc -re <work>/send.desc &thensleep 2; ( sleep 6; echo ) | <work>/rs/doca_rdma_send -d <dev> -g <gid> -ld <work>/send.desc -re <work>/recv.desc; wait. Green: the receiver logsGot from sender: "..."and both printSample finished successfully.Failed to open the file ... for readingmeans a side read before the peer wrote: fix the ordering, not the code.Extend only after the stock run is green. For extra output (a checksum or proof line), copy the whole samples tree with
/opt/mellanox/doca/VERSIONkept three levels above the sample directory, change only the payload and the receiver's print, and keep the same run sequence and any program names or output format the user asked for. Never write a new RDMA program from scratch, never edit the installed samples, and never fall back to raw verbs,rdma_cmcode,ib_write_bw,rpingor a loopback.
Device and GID. Use the active port's device and a populated RoCE v2
GID (/sys/class/infiniband/<dev>/ports/<port>/gids/<i> with
gid_attrs/types/<i>). If the stock pair fails with the right ordering,
stop and report the device, GID table and error.
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 the tasks companion if the user wants to do
something (configure / build / modify / run / test / debug); open
the capabilities companion when the question is what can
RDMA express on this version. If the user has not installed DOCA
yet, route to doca-setup/SKILL.md 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 ## configure +
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 and modes
the task-config workflow in
modify.
"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
Safety policy
the mmap-export checklist in
test.
"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_supportedagainst adoca_devinfo) inCapabilities and modes
the discovery step in
configure.
"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
Version compatibility
the version-discovery rule (
pkg-config --modversion doca) pinned in ## configure.
"What does this
DOCA_ERROR_*from an RDMA call mean and which layer caused it?" — worked example: "DOCA_ERROR_BAD_STATEfromdoca_rdma_connection_disconnect". Answered by the RDMA overlay on the cross-library taxonomy inError taxonomy
the layered ladder in
debug that escalates to
doca-debug/SKILL.md.
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 the tasks companion 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. The Core order is create → configure (taskset_conf+ mmap/RDMA permissions + optionalset_*) → start → connect → use → stop → destroy. Configuration MUST finish beforedoca_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 ofdoca_rdma_export()output).Setting permissions on
doca_mmapcorrectly 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_*anddoca_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/SKILL.md.
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:
the capabilities companion — 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-libraryDOCA_ERROR_*set), the observability surface (per-task events, connection state callbacks), and the safety policy that gates permission and export decisions.the tasks companion — step-by-step workflows for the six in-scope RDMA verbs:
configure,build,modify,run,test,debug. Plus aDeferred task verbsblock 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/SKILL.md.
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 indoca-programming-guide/SKILL.md, layered with the RDMA-specific overrides inmodify.
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, wherepkg-config --modversion docais the source of truth (resolve the module per ## build Step 0 — preferdoca-rdmawhen it resolves).A
samples/,bindings/, orreference/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
Read this skill first to confirm the user's question is in scope.
If the question is what RDMA can express—task taxonomy, link-layer vs transport-type selection, connection methods, permissions, errors, observability, or safety—read the capabilities companion.
If the question is how to do it—configure, build, modify, run, test, or debug—read the matching H2 in the tasks companion. 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/SKILL.md
whenever the right answer is "look it up in the public docs or the
installed package layout" rather than "RDMA-specific guidance".
Related skills
doca-public-knowledge-map/SKILL.md— 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/SKILL.md— 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/SKILL.md— general DOCA programming patterns shared by every library: the canonicalpkg-config+ meson build pattern, the universal modify-a-shipped-sample first-app workflow, the universal lifecycle, the cross-libraryDOCA_ERROR_*taxonomy, and the program-side debug order. This skill layers RDMA specifics on top.doca-debug/SKILL.md— 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.
Files
- ATTRIBUTION.mdAdded by AutoGineer885 B
- BENCHMARK.md10.5 KiB
- CAPABILITIES.md18.2 KiB
- LICENSELicence file added by AutoGineer11.2 KiB
- SKILL.md15.8 KiB
- SKILLCARD.yaml2.7 KiB
- TASKS.md30.6 KiB
- evals/evals.json2.4 KiB
- skill-card.md5.4 KiB
- skill.oms.sig5.1 KiB
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Requirements and compatibility
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
The author says: 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. The validation steps require a live DOCA install.
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Attribution and licence
- Created by
- NVIDIA
- Publisher
- NVIDIA (Official)
- Source
- NVIDIA/skills · skills/doca-rdma · commit fce3cca
- Licence
- Apache License 2.0 (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE-APACHE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
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