About doca-telemetry
A DOCA Telemetry skill for developers building applications that read hardware counters from a `doca_dev` through domain-specific reader libraries. It covers PCC, DPA, DIAG, ADP_RETX, PHY, and PCI, and distinguishes counter reading from telemetry publishing.
Key features
- 01Read six hardware-counter domains
- 02Create domain reader contexts on `doca_dev`
- 03Check device capabilities before reading
- 04Set sample windows and retrieve snapshots
- 05Handle read status and errors
Use cases
- 01Read PCC counters on BlueField or ConnectX
- 02Collect DPA or PCIe counters in an application
- 03Check whether a device supports a counter domain
- 04Diagnose pending snapshots or permission errors
Install
Copy the command and run it in a terminal.
npx skills add https:/ / github.com/ nvidia/ skills --skill doca-telemetryAfter installing, type/doca-telemetryin Claude Code to confirm it loaded.
Bundled files
References and scripts installed along with SKILL.md.
BENCHMARK.mdCAPABILITIES.mdskill-card.mdskill.oms.sigSKILLCARD.yamlTASKS.mdevals/evals.jsonreferences/details.mdDetails
From the project READMEDOCA Telemetry
Examples
-
"Build a second program that RECEIVES the events my exporter app publishes." No DOCA library consumes exporter events, and this skill is not that library:
doca-telemetryreads a device's hardware counters. The app linksdoca-telemetry-exporterto publish; the receiver is the DOCA Telemetry Service over IPC (doca-dts), or the exporter's file output for a local smoke. Do not invent a consume or collector API. Then: the publishing app owns the schema; check the IPC path withdoca_telemetry_exporter_check_ipc_status; smoke one event with field values intact (file output) before bulk; when reporting cannot keep up, drop or aggregate on the hot path, never block. -
"Read PCC counters from my BlueField app." — this is in scope. Use the per-domain Telemetry reader; do not stand up DTS or an exporter here. Sequence:
doca_telemetry_pcc_cap_is_supportedon the device, create the PCC context on the opendoca_dev(doca_telemetry_pcc_rep_createfor a representor), start it, read once withdoca_telemetry_pcc_get_counters, then stop and destroy. Reads before start returnDOCA_ERROR_BAD_STATE. -
"Sample DPA counter exports." — stay on
doca_telemetry_dpareads. Publishing those samples belongs to the exporter skill.
Instructions
Follow Loading order below. Open the tasks companion for configure / read / debug. Open the capabilities companion for the per-domain readers. Do not open every companion file.
Where to start: This skill assumes DOCA is already installed
and the user is doing hands-on hardware-counter-reader work —
opening a per-domain doca_telemetry_<domain> context against a
doca_dev and reading the latest hardware-counter snapshot for
that domain. The library is the counter-READER half of DOCA
telemetry; it is NOT a NetFlow / IPFIX collector and NOT a
generic schema-event consumer (the bundle previously framed it
that way and that framing was wrong — there is no NetFlow /
IPFIX / local-socket transport surface in the public header).
Open the tasks companion if the user wants to do something
(configure / build / modify / run / test / debug); open
the capabilities companion when the question is which
hardware-counter domains can this device read on this install
(PCC, DPA, DIAG, ADP_RETX, PHY, PCI). If the user has not
installed DOCA yet, route to
doca-setup/SKILL.md first. If the user is
confused about whether they want this library (HW-counter
reader on a doca_dev) or
doca-telemetry-exporter/SKILL.md
(the publisher / export side, which is a separate library and
publishes structured telemetry / labeled metrics / OTLP logs),
read the reader-vs-exporter role split in
the capabilities companion
BEFORE configuring anything; mixing the two is the load-bearing
first-app failure for this skill. If the user is asking about
DOCA Telemetry Service (DTS) as deployed, route to doca-dts.
Audience
This skill serves external developers building applications
that READ DOCA hardware counters from a doca_dev through one
or more of the six per-domain DOCA Telemetry reader libraries
(doca_telemetry_pcc / _dpa / _diag / _adp_retx / _phy /
_pci) — i.e., users whose application code calls
doca_telemetry_<domain>_* (directly in C/C++, or through FFI /
bindings from another language) to open a per-domain context on
a doca_dev, configure the per-domain sample window, and read
the hardware-counter snapshot for that domain. It is not for
NVIDIA developers contributing to DOCA Telemetry itself, and it
is not for users writing the publishing / export side —
that is
doca-telemetry-exporter/SKILL.md,
a separate library and a separate skill.
Language scope. DOCA Telemetry's per-domain reader libraries
ship as a C surface with pkg-config module name
doca-telemetry. The shipped samples are written in C. C and
C++ readers are the canonical case; the worked examples in
the tasks companion assume that path. Other-language readers (Rust, Go,
Python, …) consume the same *.so through FFI or
language-specific bindings; the skill's contribution in that
case is to keep the reader-vs-exporter distinction, the per-
domain cap-query-first discipline, the per-domain DOCA Core
lifecycle on the doca_dev, the sample-window discipline, and
the error-taxonomy guidance language-neutral, and to route the
agent to the public per-domain C ABI as the authoritative
surface that any wrapper will eventually call.
When to load this skill
Load this skill when the user is doing hands-on DOCA Telemetry hardware-counter-reader work, in any language. Concretely:
- Picking the right per-domain header for the counters the user
wants (
doca_telemetry_pcc.hfor Programmable Congestion Control counters,_dpa.hfor DPA counters,_diag.hfor generic device diagnostic counters,_adp_retx.hfor ADP retransmit counters,_phy.hfor physical-layer counters,_pci.hfor PCI / PCIe counters) and confirming the device supports it via the per-domain_cap_is_supported(devinfo)query — except_pci, which has no single_cap_is_supportedand instead exposes per-feature caps likedoca_telemetry_pci_cap_management_info_is_supported/_cap_perf_counters_1_is_supported. - Opening a per-domain
doca_telemetry_<domain>context on adoca_dev, walking the per-domain lifecycle (doca_telemetry_<domain>_create(dev)→ per-domain setters →doca_telemetry_<domain>_start), configuring the per-domain sample window, and reading the hardware-counter snapshot for that domain. Note this is a per-domain_create/_startsurface, not the genericdoca_ctx_*progress-engine lifecycle. - Reading the device + library capability surface before assuming
a counter family is available: use
doca_telemetry_<domain>_cap_is_supportedonly forpcc,dpa,diag,adp_retx, andphy; use the matching per-featuredoca_telemetry_pci_cap_*_is_supportedquery for PCI. - Handling per-domain
DOCA_ERROR_*returns from a counter read (lifecycle vs. device-doesn't-support-this-domain vs. per-domainAGAIN-means-snapshot-not-ready vs. permission / driver) and the per-read status reported back to the application. - Choosing between DOCA Telemetry (hardware-counter READER) and
an adjacent option:
doca-telemetry-exporter/SKILL.mdwhen the user actually wants to PUBLISH / EXPORT the counter values (OTLP / Prometheus / labeled metrics);doca-logwhen plain structured stdout logging is enough; a generic Prometheus / OpenTelemetry client library when the counter source is a non-DOCA program; the DOCA Telemetry Service (doca-dts) when the user wants a turnkey aggregator. - Designing or extending non-C bindings (Rust, Go, Python, …)
that wrap the per-domain reader C ABI — for the reader-vs-
exporter distinction, the per-domain cap-query-first rule,
the per-domain
doca_devlifecycle, the sample-window discipline, and the error rules the wrapper must honor.
Do not load this skill for general DOCA orientation, install
of DOCA itself, the publishing / export side
(doca-telemetry-exporter/SKILL.md
has its own skill), the DOCA Telemetry Service (doca-dts), or
non-reader library questions.
For those, use
doca-public-knowledge-map/SKILL.md.
What this skill provides
This is a thin loader. The body keeps only the orientation needed to pick the right next file. The substantive hardware-counter-reader material lives in two companion files:
- the capabilities companion — what the per-domain readers can express on
this install: the reader-vs-exporter role-split rule, the
six shipped sub-libraries (
doca_telemetry_pcc/_dpa/_diag/_adp_retx/_phy/_pci) and which counter family each one exposes, the per-domain DOCA Core lifecycle on adoca_dev, the domain-level capability query for PCC / DPA / DIAG / ADP_RETX / PHY and the per-feature capability queries for PCI, the reader error taxonomy (mapped onto the cross-libraryDOCA_ERROR_*set, with theNOT_SUPPORTED-means-domain- not-exposed-on-this-device rule and theAGAIN-means- snapshot-not-ready rule called out explicitly), the observability surface (per-read status + per-domain cap- query snapshot at configure time), the safety policy that gates per-domain reads behind the cap-query result, and the path-selection rule againstdoca-telemetry-exporter/SKILL.md,doca-log, and standalone Prometheus / OpenTelemetry / DTS. - the tasks companion — step-by-step workflows for the six in-scope
reader 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 where DOCA is already installed at
the standard location and a target BlueField DPU or ConnectX NIC
is available. The ## run workflow
opens the corresponding doca_dev and requires the per-domain
cap-query to return DOCA_SUCCESS. It does not cover installing
DOCA — that path goes through
doca-setup/SKILL.md — and it does not
cover writing the publishing / export side, which is
doca-telemetry-exporter/SKILL.md.
Loading order
- Read this skill first to confirm the user's question
is in scope (specifically, that the user wants to READ a
per-domain hardware counter via the per-domain reader API
on a
doca_dev— not PUBLISH counters, which isdoca-telemetry-exporter/SKILL.md; not deploy DTS, which isdoca-dts; and not stand up a NetFlow / IPFIX collector, which this library does not expose a surface for). - For the reader-vs-exporter rule, the six per-domain
sub-libraries, the per-domain DOCA Core lifecycle on a
doca_dev, the per-domain capability query, the error taxonomy (including theNOT_SUPPORTED-means-domain- not-exposed-on-this-device rule and theAGAIN-means- snapshot-not-ready rule), observability, the safety policy, and the path-selection rule, see the capabilities companion. - For step-by-step workflows — configure, build, modify, run, test, debug — see the tasks companion.
Both companion files cross-link to each other,
doca-version/SKILL.md for the canonical
version-handling rules, and
doca-public-knowledge-map/SKILL.md
whenever the right answer is "look it up in the public docs or
the installed package layout" rather than "reader-specific
guidance".
Related skills
doca-telemetry-exporter/SKILL.md— the publishing / export side. This skill (the per-domain hardware-counter reader) anddoca-telemetry-exporter(the application-side labeled-metrics / OTLP-logs publisher) are two separate libraries that solve two different problems — they do NOT form a publisher/collector pair (there is no collector transport surface here). An application that wants to EMIT counters to its monitoring pipeline links the exporter; an application that wants to READ hardware counters off adoca_devlinks this skill. Wiring the wrong library into the user's app is the #1 first-app failure for both skills, and the load-bearing rule the agent must surface before any code-level guidance.doca-public-knowledge-map/SKILL.md— the routing table for every public DOCA documentation source and the on-disk layout of an installed DOCA package. The per-domain reader's public guide URL ishttps://docs.nvidia.com/doca/sdk/DOCA-Telemetry/index.html(distinct from the publisher's guide athttps://docs.nvidia.com/doca/sdk/DOCA-Telemetry-Exporter/index.html); the on-disk samples live under/opt/mellanox/doca/samples/doca_telemetry/. The DOCA Telemetry Service (DTS) has its own skill,doca-dts.doca-setup/SKILL.md— 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 (in particular, adoca_devis open anddoca_telemetry_<domain>_cap_is_supported(devinfo)returnsDOCA_SUCCESSfor the per-domain library the user wants to read).doca-version/SKILL.md— canonical DOCA version-handling rules. This skill's Version compatibility overlay cross-links the four-way match rule plus detection chain and adds the per-domain reader overlay (each per-domain library's counter set can grow across DOCA releases; cap-query first, then read).doca-structured-tools-contract/SKILL.md— the bundle's structured-tools precedence rule (detect / prefer / fall back / report). The Command appendix in the tasks companion honors this contract.doca-programming-guide/SKILL.md— general DOCA programming patterns shared by every library: the canonicalpkg-config+ meson build pattern, the universal modify-a-shipped-sample first-app workflow, the universal lifecycle, the cross-libraryDOCA_ERROR_*taxonomy, and the program-side debug order. This skill layers per-domain reader specifics on top.doca-log— the right primitive when the user actually wanted plain structured stdout logging from their own program rather than a structured hardware-counter snapshot. The reader's per-domain cap- query discipline is overhead the user does not need for plain logs; this skill's path-selection rule routes there when log shipping is the actual requirement.doca-debug/SKILL.md— the cross- cutting debug ladder (install / version / build / link / runtime / program / driver). Per-domain reader-specific debug (domain not supported on this device, snapshot not yet ready, sample window too short, cap-query forgotten before read) overlays on top of that ladder.