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Get Started Free →Use this skill when the user is invoking `doca_telemetry_utils` on a host with DOCA installed — discovering the diagnostic-counter schema, translating counter names to binary Data IDs, validating per-device counter support before committing a DOCA Telemetry exporter config, or reverse-resolving a captured Data ID. Trigger even when the user does not explicitly mention "doca_telemetry_utils" or "Data ID" — typical implicit phrasings include "my exporter ships but the collector sees nothing", "thi
| Test case | Without → With | Effect | Δ tokens | Δ turns |
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| case-01 | ✗→✓ | ▲ Improved | 109% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 132% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 90% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 216% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 158% | 0% |
Where to start: This is a tool skill for invoking doca_telemetry_utils — the documented host-side CLI that supports a DOCA Telemetry exporter / collector pipeline by discovering the counter schema, translating counter names ↔ Data IDs, and probing per-device counter support. Open TASKS.md and start at ## install for the host-side prerequisites and ## run for the three documented invocation classes (enumerate / name→ID / ID→name). Open CAPABILITIES.md when the question is what does this tool actually discover about the telemetry schema, how does it pair with the developer-side [`doca-telemetry`](../../libs/doca-telemetry/SKILL.md) and exporter libraries, how do I confirm a device supports a counter before committing an exporter config to it, or why does my exporter pipeline silently drop a metric.
This skill is the operator-side support tool for a DOCA Telemetry deployment. It is NOT the developer-side collector library (that is doca-telemetry), NOT the developer-side publisher library (that is doca-telemetry-exporter — see doca-telemetry ## Related skills), and NOT a DOCA Telemetry Service (DTS) deployment guide (route via doca-public-knowledge-map). Three separate surfaces; conflating them is the most common telemetry first-touch error.
The CLASSES of doca_telemetry_utils questions this skill is built to answer, each with one worked example. The class is the load-bearing piece; the worked example is one instance.
port_rx_bytes butnothing shows up downstream — what did I get wrong?" — worked example: "my exporter config has a counter name string and my collector sees no events with that name". Answered by the name ↔ Data ID translation step in CAPABILITIES.md ## Capabilities and modes + the per-device-support probe in TASKS.md ## test: the exporter ships a Data ID, not a name; a name in the config that resolves to a Data ID the device does not support is silently dropped.
actually expose?" — worked example: "enumerate the full counter schema for my BlueField-3 before I write the exporter config". Answered by the schema-discovery invocation class in CAPABILITIES.md ## Capabilities and modes (doca_telemetry_utils get-counters lists every counter name the diagnostic-data surface knows about; pair with a per-device probe to confirm support).
was that?" — worked example: "a downstream consumer emitted `Data ID: 0x1160000600030201` — translate it back so I can correlate against the public guide". Answered by the reverse-resolve invocation class in CAPABILITIES.md ## Capabilities and modes + the ID-encodes-properties rule in TASKS.md ## use (a Data ID carries the counter's property dimensions; the reverse-resolve reports them).
what values are valid?" — worked example: "I know the counter is `pcie_link_write_stalled_time_ — what do node / pcie_index / depth mean and what values does the device accept?"*. Answered by the property-dimension table in [CAPABILITIES.md ## Capabilities and modes](CAPABILITIES.md#capabilities-and-modes) + the <name> invocation without arguments which prints the documented property options + units + unit-specific axes.
commit it to the exporter config?" — worked example: "validate that `port_rx_bytes` with `node=1` is exposed on the BlueField at PCIe address X before I write the exporter config". Answered by the per-device-support probe (<device PCI> <name> [properties]) in CAPABILITIES.md ## Capabilities and modes + the gate-before-commit rule in TASKS.md ## use.
doca_telemetry_utils on my install, and is itpaired with the matching doca-telemetry library version?" — worked example: "is the diagnostic- data counter set my exporter targets on this DOCA version?". Answered by the version-overlay in CAPABILITIES.md ## Version compatibility, which redirects to the canonical doca-version chain and adds the tool ↔ `doca-telemetry` library schema-version match rule.
This skill serves external operators, developers, and AI agents standing up or debugging a DOCA Telemetry exporter / collector pipeline who need to confirm the counter schema, validate per-device support, or translate between human-readable counter names and the binary Data IDs the exporter actually ships. Concretely:
exporter on a BlueField fleet who needs to confirm which counters the target devices actually expose before committing the exporter config.
app linking doca-telemetry, or a third-party aggregator consuming via DTS) who has a captured Data ID stream and needs to translate IDs back to counter names + properties.
downstream" / "this metric is silently missing" report against a deployed exporter — the schema-discovery + per-device-support probes are the canonical "is the counter even supposed to work on this device" first step before suspecting the collector or the network path.
for this BlueField + this DOCA version" answer honestly — with each counter resolved to its Data ID and each Data ID confirmed against the per-device capability probe.
It is not for users debugging the doca_telemetry_utils binary itself, not a substitute for the live public DOCA Telemetry guides, and not the right place for learning how to write an exporter application (that audience belongs in doca-telemetry-exporter skill when present, or via doca-public-knowledge-map).
The tool is shipped as a CLI binary under /opt/mellanox/doca/tools/, not a library you link against. The skill uses the same kind: tool three-file shape as the rest of the bundle so the agent's task-verb contract is uniform across libraries, services, and tools.
doca_telemetry_utils is a C host-side CLI that uses the documented doca_telemetry_diag surface to list counter types and probe per-device support. Its inputs are command-line arguments (counter name, property values, Data ID, optional device PCI address); its outputs are human-readable Data ID + properties mappings. The skill keeps workflow guidance language- neutral; downstream consumers in any language can use the resolved Data IDs against their own collector code.
Load this skill when the user is — or the agent needs to — invoke doca_telemetry_utils on a real host with DOCA installed, alongside an exporter / collector pipeline that needs schema discovery, per-device support validation, or Data ID translation. Concretely:
a fresh DOCA Telemetry exporter config (get-counters).
resolves to a Data ID the target device actually supports, before committing the config.
downstream consumer back to a counter name + properties for correlation against the public guide.
nothing" report (the canonical schema-mismatch / unsupported-counter failure mode).
BlueField + this DOCA version" artifact as part of a structured exporter-config baseline.
and confirming each previously-supported counter still resolves cleanly on the new version.
Do not load this skill for general DOCA orientation, collector / exporter library programming, DTS deployment, or DOCA install. For those, route to doca-public-knowledge-map, doca-telemetry, or doca-setup.
This is a thin loader. Substantive material lives in two companion files:
CAPABILITIES.md — what doca_telemetry_utilsdiscovers + how it pairs with the developer-side surfaces: the three documented invocation classes (enumerate / name→ID / ID→name), the property- dimension model (counters carry property axes such as node, pcie_index, depth, plus per-unit axes), the optional per-device capability probe (<device PCI> <name> runs the resolved counter against the device), the operator-side support role (this is NOT the developer-side library; it exists to make exporter / collector setups honest), the version overlay (tool ↔ doca-telemetry library schema version pairing), the layered error taxonomy (install / parse / unknown-counter / unknown-data-id / property-out- of-range / device-not-supported / version / cross-cutting), the observability surface (stdout-only), and the safety policy (the tool is read-only; mistakes appear downstream as silent metric drops, not crashes).
TASKS.md — step-by-step workflows for thein-scope task verbs: install (host-side DOCA + telemetry component prerequisites), configure (axis decisions: which invocation class, which device, which counter), build (route to install — the binary is shipped), modify (refuse — do not patch the binary; modify the invocation and the exporter / collector config that consumes the resolved Data IDs), run (the three documented invocations), test (round-trip a chosen counter through name → Data ID → per-device probe → exporter config → collector receipt), debug (walk the error taxonomy), use (the hand-off into the developer-side doca-telemetry collector / exporter pipeline), plus a Deferred task verbs block.
The skill assumes a host where DOCA is already installed with the telemetry component, a BlueField the operator is targeting is visible to DOCA, and the exporter / collector pipeline that consumes the resolved Data IDs is either being authored or has already been authored against the matching doca-telemetry library version.
This skill is agent guidance, not a samples or scripts bundle. To keep the boundary clean, it deliberately does not contain — and pull requests should not add:
table. The counter set evolves across DOCA versions and BlueField generations; an inventory pinned in this skill would silently rot. doca_telemetry_utils get-counters on the installed binary is the authoritative source.
are install-, device-, and use-case-specific; a packaged config in this skill would mislead operators on a different setup.
service with its own public guide; route via doca-public-knowledge-map. This skill resolves the counter names + IDs a DTS pipeline consumes; it does not configure DTS.
that consume the tool's output. The output is a simple text mapping; users who want to script against it should read the live guide and write the parser against their installed version.
samples/ or reference/ subtree. This isa thin loader for a shipped CLI; substantive material lives on the public page, in --help, and in doca-telemetry.
SKILL.md first to confirm the user'squestion is in scope (operator-side support tooling for a telemetry pipeline, not the developer-side library programming).
property-dimension model, the per-device support probe, the version overlay, the error taxonomy, the observability surface, and the safety policy, see CAPABILITIES.md.
discover → resolve → validate → consume workflow — install, configure, build, modify, run, test, debug, use — see TASKS.md.
doca-telemetry— the developer-side collector library whose schema this tool helps the operator discover. Pair them in every exporter-pipeline triage session. The collector library skill teaches the collector-vs-exporter rule, the schema-must-match contract with the publisher, and the consumer- queue-full back-pressure rule; this tool's role is to make the schema half of that contract inspectable from the operator side. Conflating the library and the tool is the most common telemetry first-touch error.
doca-public-knowledge-map— routing to the public DOCA Telemetry guide and the DOCA Telemetry Service (DTS) page on docs.nvidia.com, plus the on-disk install layout for the tool.
doca-version —canonical DOCA version-handling rules. The ## Version compatibility section in CAPABILITIES.md is a concise overlay that redirects here for the body and adds the tool ↔ `doca-telemetry` library schema-version pairing rule.
doca-setup — envpreparation, install verification, and the I have no install yet path with the public NGC DOCA container. This skill assumes its preconditions are satisfied (DOCA installed with the telemetry component, BlueField visible to DOCA).
doca-debug — thecross-cutting debug ladder. Telemetry-utils feeds the cross-cutting ladder by surfacing the counter schema + per-device support truth at the runtime layer; exporter-pipeline regressions often resolve at the schema layer before touching the collector / network path.
doca-structured-tools-contract— the bundle's detect → prefer → fall back → report contract for structured helper tools. The command appendix in TASKS.md honors this contract.
doca-programming-guide— general DOCA programming patterns shared by every library / tool surface, including the cross-library DOCA_ERROR_* taxonomy this tool's host-side error layer overlays on top of when downstream collector / exporter code surfaces a related error.
Other measured skills in the registry, with their headline benchmark lift.