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Get Started Free →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 debug
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-11 | ✗→✓ | ▲ Improved | 193% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 125% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 119% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 362% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 177% | 0% |
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.
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.
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.
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 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.
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 + the discovery step in TASKS.md ## configure.
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 in TASKS.md ## configure.
DOCA_ERROR_* from an RDMA call mean and whichlayer 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 + the layered ladder in TASKS.md ## debug that escalates to doca-debug.
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).
Load this skill when the user is doing hands-on DOCA RDMA work, in any language. Concretely:
doca_dev and configuring atleast one task type before doca_ctx_start().
(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).
doca_mmap correctly for the chosen tasktype (Read needs RDMA-read + local read-write; Write needs RDMA-write; Atomic needs RDMA-atomic; Send needs only local read-write).
doca_rdma_set_* anddoca_rdma_cap_get_* to size queues, list lengths, and transport-type selection.
on the active doca_devinfo.
DOCA_ERROR_* returned from an RDMA call (lifecyclevs. permission vs. capability vs. driver-below) and the connection state-machine transitions (doca_rdma_set_connection_state_callbacks).
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.
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: theeleven 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 RDMAverbs: 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.
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:
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.
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).
samples/, bindings/, or reference/ subtree of anykind. A mock or incomplete artifact in this skill's tree, even one labeled "reference", is misleading: users will read it as buildable.
SKILL.md first to confirm the user's question is inscope.
link-layer vs transport-type selection, connection methods, permissions, errors, observability, or safety—read CAPABILITIES.md.
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 — therouting 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-cuttingdebug ladder (install / version / build / link / runtime / program / driver). RDMA-specific debug (state-machine transitions, permission failures, connection callbacks) overlays on top of that ladder.
Other measured skills in the registry, with their headline benchmark lift.