SkillAgentSearch skills...

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-rdma

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

88/100

Supported Platforms

Universal

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.

Substance
30/30
Structure
13/20
Description
15/15
Adoption
15/20
Freshness
15/15

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.

SkillScoreStarsUpdatedFormat
doca-rdma (this skill)by NVIDIA883.4k5d agoSKILL.md
ai-job-searchby MadsLorentzen10044.4ktodayCLAUDE.md
claude-howtoby luongnv8910041.7k2d agoCLAUDE.md
algorithmic-artby anthropics100177.9k6d agoSKILL.md
pptxby anthropics100177.9k6d agoSKILL.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.

license: 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 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.

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 t

Truncated for display — read the full file on GitHub.

Related Skills

View on GitHub
GitHub Stars3.4k
CategoryDevelopment
Updated5d ago
Forks412

Languages

Python

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions