doca-rdma
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/Rece…
Install / Use
npx skills add NVIDIA/skills --skill doca-rdmaInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of doca-rdma
doca-rdma scores 88/100 on our quality scale, 975th of 3,356 Development & Engineering skills we index (top 30%).
Its SKILL.md is 14 KB long, well organised into 9 sections and no code examples: a thorough specification that gives an agent plenty to work with.
With 3,421 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 5 days ago, so doca-rdma is actively maintained.
- It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
doca-rdma compared with similar skills
All 4 of these similar skills score higher than doca-rdma; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| doca-rdma (this skill)by NVIDIA | 88 | 3.4k | 5d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 44.4k | today | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 2d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 6d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 6d ago | SKILL.md |
Frequently asked questions
- How do I install doca-rdma?
- Run
npx skills add NVIDIA/skills --skill doca-rdma. The install tabs above show the steps for each supported agent. - Which AI agents does doca-rdma work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is doca-rdma safe to use?
- It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is doca-rdma still maintained?
- The repository was last updated 5 days ago, so doca-rdma is actively maintained.
Skill content
View source on GitHublicense: Apache-2.0
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.
metadata:
kind: library
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.
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 modesconnection-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- the task-config workflow in
TASKS.md ## modify.
- the task-config workflow in
- "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- the mmap-export checklist in
TASKS.md ## test.
- the mmap-export checklist in
- "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.md ## Capabilities and modes- the discovery step in
TASKS.md ## configure.
- the discovery step in
- "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- the version-discovery rule (
pkg-config --modversion doca) pinned inTASKS.md ## configure.
- the version-discovery rule (
- "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 inCAPABILITIES.md ## Error taxonomy- the layered ladder in
TASKS.md ## debugthat escalates todoca-debug.
- the layered ladder in
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_devand configuring at least one task type 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.
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 bydoca_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.TASKS.md— 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.
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, layered with the RDMA-specific overrides inTASKS.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, wherepkg-config --modversion docais the source of truth (resolve the module perTASKS.md ## buildStep 0 — there is normally no separatedoca-rdma.pc). - A
samples/,bindings/, orreference/subtree of any kind. A mock or incomplete artifact in t
Truncated for display — read the full file on GitHub.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
