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Get Started Free →Use this skill when the user is doing hands-on DOCA Management programming against BlueField / ConnectX devices — standing up a management or representor context (doca_mgmt_dev_ctx / doca_mgmt_dev_rep_ctx), querying device caps (data-direct, caps-general), toggling congestion-control global status, modifying diagnostics-data, setting ICM quotas, or issuing a raw firmware command via doca_mgmt_raw_cmd with the right scope (CONFIGURATION / DEBUG_READ_ONLY / DEBUG_WRITE / DEBUG_WRITE_FULL). Trigger
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-06 | ✗→✓ | ▲ Improved | 132% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 94% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 78% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 101% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 107% | 0% |
Where to start: This skill assumes DOCA is already installed and the user is doing hands-on management-plane work against a BlueField / ConnectX device — typically a fleet-management or orchestration tool that needs to query or modify device-level state programmatically. Open TASKS.md if the user wants to do something (install / configure / build / modify / run / test / debug / use); open CAPABILITIES.md when the question is what can doca-mgmt express on this version — the management context model, the raw-command scope ladder, the sub-domain surfaces (caps-general, cc-global-status, diagnostics- data, icm-quota), version compatibility, and the safety overlay. If the user has not installed DOCA yet, route to doca-setup first.
The CLASSES of management-plane 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.
doca-mgmt even the right surface, or do I wanttelemetry / bench / caps?" — worked example: "I'm building a fleet inventory tool — do I use doca-mgmt to query each BlueField's data-direct capability, or doca-telemetry, or doca_caps?". Answered by the management-plane vs observability-plane vs read-only-CLI selection rule in CAPABILITIES.md ## Capabilities and modes surface-selection table.
representor)?" — worked example: "open a `doca_mgmt_dev_ctx` on the device, then a `doca_mgmt_dev_rep_ctx` on a specific VF representor for caps-general programming". Answered by the management-context lifecycle in CAPABILITIES.md ## Capabilities and modes + the configure walk in TASKS.md ## configure.
supports data-direct?" — worked example: "create a caps-general handle, call `doca_mgmt_device_caps_general_get` on the representor context, read the data-direct flag". Answered by the capability-query pattern in CAPABILITIES.md ## Capabilities and modes + the test step in TASKS.md ## test.
worked example: "toggle `data_direct` on a representor; capture pre-state, write, verify, prepare rollback". Answered by the apply-with-rollback workflow in TASKS.md ## modify layered on the bundle-wide hardware-safety meta-policy referenced from CAPABILITIES.md ## Safety policy.
doca_mgmt_raw_cmd scope mean and whichscope should I use?" — worked example: "I have a vendor- documented opcode for a `DEBUG_READ_ONLY` query — what scope does that need and what is the blast radius?". Answered by the command-scope ladder in CAPABILITIES.md ## Capabilities and modes + the raw-command verb in TASKS.md ## use.
DOCA_ERROR_* from a doca_mgmt_* callmean and which layer caused it?" — worked example: "`DOCA_ERROR_IO_FAILED` from `doca_mgmt_raw_cmd`". Answered by the mgmt overlay on the cross-library taxonomy in CAPABILITIES.md ## Error taxonomy + the layered ladder in TASKS.md ## debug that escalates to doca-debug and to doca-hardware-safety when the cause is a device-state change.
This skill serves external developers building fleet-management, orchestration, or device-administration tools that programmatically query and modify BlueField / ConnectX device-level state — i.e., users whose code calls doca_mgmt_* (directly in C/C++, or through FFI/bindings from another language) to inspect device capabilities, toggle device feature flags, query diagnostics counters, set ICM quotas, or issue raw firmware-control commands. The canonical caller is a fleet-management agent that walks every BlueField in a data center and applies a desired-state diff. This skill is not for NVIDIA developers contributing to DOCA Management itself, and it is not the right surface for live performance benchmarking or stream-based observability — those belong to doca-bench, doca-telemetry, and doca-telemetry-exporter.
DOCA Management ships as a C library with the pkg-config module name doca-mgmt. The library's surface is C; the shipped samples on a real install (where present) are C. C and C++ consumers are the canonical case and the workflows in TASKS.md assume that path. Other-language consumers (Rust, Go, Python, …) consume the same *.so library through FFI or language-specific bindings; the skill's contribution in that case is to keep the management- context lifecycle, the command-scope ladder, the capability-query pattern, the version-handling rule, and the safety overlay language-neutral, and to route the agent to the public C ABI as the authoritative surface that any wrapper will eventually call. The skill does not author wrappers in any language.
Load this skill when the user is doing hands-on DOCA Management work on a host with one or more BlueField / ConnectX devices. Concretely:
doca_mgmt_dev_ctx on a doca_dev to inspector modify device-level state.
doca_mgmt_dev_rep_ctx on a doca_dev_rep (orvia doca_mgmt_dev_rep_ctx_create_by_pci_addr when the representor is not available) to inspect or modify a VF / function-level configuration.
doca_mgmt_device_caps_general_* (data-direct support and similar device-wide attributes).
set path.
doca_mgmt_cc_global_status_* (RP / NP protocol type, priority, enable / disable).
doca_mgmt_diagnostics_data_* against a specific device.
doca_mgmt_icm_quota_* and reading the current allocation / max-reached.
doca_mgmt_raw_cmd against the device'sfirmware-control endpoint, choosing the right enum doca_mgmt_cmd_scope for the operation's blast radius.
DOCA_ERROR_* returned by a doca_mgmt_* calland deciding whether the cause is a configuration mistake, a lifecycle ordering bug, a missing capability on the device, an fwctl ioctl failure, or a firmware-side rejection.
Do not load this skill for general DOCA orientation, install of DOCA itself, live performance benchmarking, or stream-based telemetry. For those, use doca-public-knowledge-map, doca-setup, doca-bench, and doca-telemetry respectively.
This is a thin loader. The body keeps only the orientation needed to pick the right next file. The substantive management-specific material lives in two companion files:
CAPABILITIES.md — what doca-mgmt can express on thisversion: the management-context object model (doca_mgmt_dev_ctx + doca_mgmt_dev_rep_ctx), the raw- command scope ladder (DOCA_MGMT_CMD_SCOPE_CONFIGURATION, DOCA_MGMT_CMD_SCOPE_DEBUG_READ_ONLY, DOCA_MGMT_CMD_SCOPE_DEBUG_WRITE, DOCA_MGMT_CMD_SCOPE_DEBUG_WRITE_FULL), the sub-domain surfaces (caps-general, cc-global-status, diagnostics-data, icm-quota) with their capability-query gates, the EXPERIMENTAL symbol-set policy (every public doca_mgmt_* symbol is tagged EXPERIMENTAL), the mgmt overlay on the cross-library DOCA_ERROR_* taxonomy, the observability surface (pre-state capture + post-write re-query), and the per-artifact safety overlay on the bundle-wide hardware-safety meta-policy.
TASKS.md — step-by-step workflows for the eight in-scopeverbs: install, configure, build, modify, run, test, debug, use. 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 (management- plane operations typically require root or an equivalent device-administration capability). 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. Management-plane code touches device state and a wrong write can take the device offline; authoring it from documentation prose, especially against an EXPERIMENTAL symbol set whose shape can change between releases, is forbidden by this skill. The agent's job is to route the user to verified reference code (the shipped DOCA samples on the installed package set are the canonical worked examples) and to prescribe a minimum-diff modification via the universal modify-a-sample workflow in doca-programming-guide.
agent constructs the build manifest in the user's project directory against the user's installed DOCA, where pkg-config --modversion doca-mgmt is the source of truth.
doca_mgmt_raw_cmdin-payload and out-payload are device / firmware specific; the skill names the scope of a command class and the discipline the agent applies (pre-state capture, scope ladder, rollback path) but it does NOT enumerate opcodes — those are vendor / device documentation and looked up via doca-public-knowledge-map.
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 isin scope.
scope ladder, the sub-domain surfaces, version compatibility, the error taxonomy, observability, and the per-artifact safety overlay, see CAPABILITIES.md.
modify, run, test, debug, use — see TASKS.md.
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 "mgmt-specific guidance".
doca-hardware-safety —the bundle-wide hardware-safety meta-policy. Because doca-mgmt is the surface through which agents most commonly modify device state programmatically, the safety overlay in CAPABILITIES.md cross-links the meta-policy load-bearingly and the agent walks the hardware-safety ladder whenever a write is recommended.
doca-telemetry anddoca-telemetry-exporter — the observability surfaces for streaming telemetry from the device. Use those when the user wants live metrics; use doca-mgmt when the user wants point-in-time programmatic query or modification.
doca-caps — theread-only CLI for inspecting device capabilities. Use the tool when the user wants an interactive snapshot; use doca-mgmt when the user wants the same information through the C API in a fleet tool.
doca-bench — thelive-performance benchmarking tool. Out of scope for doca-mgmt; the skill names the boundary.
doca-pcc anddoca-pcc-counters — programmable congestion control. doca-mgmt's doca_mgmt_cc_global_status_* surface is the global enable/disable + protocol selection control plane that layers on the deeper programmable-CC surface owned by doca-pcc.
doca-public-knowledge-map — therouting table for every public DOCA documentation source and the on-disk layout of an installed DOCA package.
doca-setup — env preparation,install verification, and the I have no install yet path with the public NGC DOCA container.
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 cross-library DOCA_ERROR_* taxonomy. This skill layers management-plane specifics on top.
doca-debug — the cross-cuttingdebug ladder. Management-specific debug overlays on top of it.
doca-version — the versiondetection / four-way match rule every per-artifact ## Version compatibility anchor builds on. This skill quotes the management-specific overlay only.
doca-structured-tools-contract —the JSON-schema contracts for the agent-preferred structured helpers; the ## Command appendix in TASKS.md defers to them before falling back to the manual chain.
Other measured skills in the registry, with their headline benchmark lift.