
DOCA PCC Counters
OfficialFreeRead firmware PCC diagnostic counters on ConnectX/BlueField devices.
Free · Opens the source repo
What DOCA PCC Counters does
The DOCA PCC Counters skill provides a straightforward interface for invoking the pcc_counters.sh script, which is designed to arm and read the Programmable Congestion Control (PCC) diagnostic counters on ConnectX and BlueField devices. This bash script interacts with the mlx5 debugfs diag_cnt interface to access fixed firmware and hardware counters such as CNP count, RTT performance, and WRED-drop. Users can execute two primary operations: set, which arms the counters, and query, which retrieves their current values. This skill serves as a resource for network operators and developers who need to monitor congestion control behavior on their devices.
To effectively use this skill, users should refer to the TASKS.md file, which outlines the canonical sequence for using the script, including the necessary arguments and potential troubleshooting steps. For example, if a user encounters an ERROR: Bad Device message, the skill guides them to the appropriate debugging procedures. Additionally, the CAPABILITIES.md file details the specific counters that can be accessed and the methodology used to read them, ensuring users understand the capabilities of the tool they are working with.
This skill is particularly useful for network operators who need to confirm whether congestion-control events are occurring, as well as developers correlating the effects of custom PCC algorithms with the device's diagnostic counters. AI agents can also utilize this skill to produce snapshots of PCC counters for investigations into congestion control issues. However, it is important to note that this skill does not provide functionality for writing custom PCC algorithms or configuring factory firmware settings, which are covered by other skills in the DOCA ecosystem.
When to use it
Use this skill when you need to arm and read PCC diagnostic counters on ConnectX or BlueField devices using the DOCA tools.
When not to use it
Do not use this skill for general DOCA setup, custom PCC algorithm design, or firmware configuration tasks.
What you can build with it
Monitoring Congestion Control Events
Network operators can use this skill to confirm whether congestion control events like CNPs and RTT are occurring on a device.
Debugging Counter Issues
Developers can troubleshoot issues related to PCC counters, such as counters stuck at zero, by following the skill's guidance.
Generating PCC Counter Snapshots
AI agents can leverage this skill to produce snapshots of PCC counters for use in congestion control investigations.
How to install DOCA PCC Counters
View source1. Install with the skills CLI
npx skills add nvidia/skills/doca-pcc-counters --agent claude-code2. Or install it manually
Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.
Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs
Inside SKILL.md
Written by nvidiaDOCA PCC Counters (pcc_counters.sh)
Where to start: This is a tool skill for invoking
pcc_counters.sh — a small bash script that arms and reads the
device's fixed set of firmware / hardware PCC diagnostic
counters (CNP count, RTT-perf, WRED-drop, RTT-gen, handled
events) through the mlx5 debugfs diag_cnt interface. Open
TASKS.md and start at ## run for
the canonical set-then-query sequence, or
## debug when the user reports
"ERROR: Bad Device", "counter stuck at zero", or "the
dump is empty". Open CAPABILITIES.md when
the question is which counters the script reports and how it
reaches them. If the user has not installed DOCA / MFT yet,
route to doca-setup first.
This skill is the firmware / HW PCC counter readout surface.
It is NOT the host-side control library that loads custom
congestion-control kernels onto the DPA (that is
doca-pcc) and it is NOT the
firmware PCC algorithm configuration (that path is firmware
configuration, routed via
doca-public-knowledge-map).
The counters this script reads are device / firmware
diagnostic counters that exist regardless of whether a custom
doca-pcc DPA kernel is running — do not condition them on a
custom kernel being loaded.
Example questions this skill answers well
The CLASSES of pcc_counters.sh 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.
- "How do I read the PCC diagnostic counters on this
device?" — worked example: "arm and dump the CNP / RTT /
WRED-drop counters for
/dev/mst/mt41692_pciconf0". Answered by the fixed counter set inCAPABILITIES.md ## Capabilities and modes- the
set-then-queryinvocation inTASKS.md ## run.
- the
- "What is the smallest legal invocation?" — worked
example: "what exactly do I type?". Answered by the
two-positional-argument contract
(
set | query+ an mst device path) inTASKS.md ## run. - "The script printed
ERROR: Bad Device— what's wrong?" — worked example: "my device path is not matching". Answered by the device-resolution layer inCAPABILITIES.md ## Error taxonomy - "A counter is stuck at zero — is the device idle, the
counters not armed, or genuinely no events?" — worked
example: "
PCC_CNP_COUNTreads 0 afterquery". Answered by the arm-before-read rule and the layered diagnosis inTASKS.md ## debug+CAPABILITIES.md ## Error taxonomy. - "Is this script on my install, and where?" — worked
example: "is
pcc_counters.shpresent and where does the install put it". Answered by the install overlay inCAPABILITIES.md ## Version compatibility, which redirects to the canonicaldoca-versionrules.
Audience
This skill serves operators, developers, and AI agents who need to read a ConnectX / BlueField device's firmware PCC diagnostic counters to reason about congestion-control behaviour (CNP generation, RTT requests/responses, WRED drops) on a port. Concretely:
- A network operator confirming whether congestion-control events (CNPs, RTT, WRED drops) are occurring on a device.
- A developer correlating a custom
doca-pccalgorithm's effect with the device-level PCC diagnostic counters (the script reads the firmware counters; the custom algorithm itself is a separate surface owned bydoca-pcc). - An AI agent producing a PCC counter snapshot as evidence for a congestion-control investigation.
It is not for users debugging the script's bash itself,
not the place to learn how to write a custom PCC
algorithm — that audience belongs in
doca-pcc — and not the
place for users who want to configure the factory firmware PCC
algorithm (route via
doca-public-knowledge-map).
pcc_counters.sh is shipped as a plain bash script
installed under the DOCA tools directory (per install_data in
tools/pcc_counters/meson.build), not a compiled binary and
not a library you link against. The skill uses the bundle's
kind: tool three-file shape (SKILL.md + CAPABILITIES.md
TASKS.md) so the agent's task-verb contract (configure / build / modify / run / test / debug) is uniform across the bundle.
When to load this skill
Load this skill when the user is — or the agent needs to — arm and read the device PCC diagnostic counters on a host or BlueField Arm with the mst tools available and debugfs mounted. Concretely:
- Arming the diagnostic counters with
seton a target mst device. - Reading the armed counters with
queryand quoting the named counter lines verbatim. - Capturing a counter readout as evidence for a congestion-control investigation.
Do not load this skill for general DOCA orientation,
custom-PCC algorithm design, the host-side doca-pcc library
API, the factory firmware PCC algorithm, or DOCA / MFT install.
For those, route to
doca-public-knowledge-map,
doca-pcc, or
doca-setup.
What this skill provides
This is a thin loader. Substantive material lives in two companion files:
CAPABILITIES.md— whatpcc_counters.shdoes: the exact two-operation surface (setarms the device's diagnostic counters by writing counter IDs + params to debugfs;queryreads thediag_cnt/dumpand prints the named counters), the FIXED firmware / HW counter set it knows (PCC_CNP_COUNT, theMAD_RTT_PERF_CONT_*, the*_EVENT_WRED_DROPfamily,HANDLED_*_EVENTS, theDROP_RTT_PORT*/RTT_GEN_PORT*families), how it resolves an mst device to a PCI address (mst status -v+lspci) and reaches/sys/kernel/debug/mlx5/<pci>/diag_cnt/, the install-availability overlay that redirects todoca-version, the layered error taxonomy (script-not-present / bad-device / not-armed-before-query / debugfs-or-permission / counter-stuck-at-zero / cross-cutting), and the safety policy that flagssetas a privileged debugfs write and any CC tuning decision derived from a reading as high-stakes.TASKS.md— step-by-step workflows for the in-scope task verbs:configure(route to install + confirm mst / debugfs / sudo),build(route to install; nothing to compile — it is a script),modify(refuse — do not patch the shipped script),run(theset-then-querysequence),test(confirm the dump contains the named counters with finite values),debug(the layered diagnosis ladder), plus aDeferred task verbsblock and aCommand appendix.
The skill assumes a host or BlueField where DOCA / MFT is
already installed (mst tools present, debugfs mounted, sudo
available) and the target device is visible to mst status -v.
What this skill deliberately does not ship
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:
- Invented flags or subcommands.
pcc_counters.shhas exactly two operations (set,query), takes exactly two positional arguments, and has NO--help,--version,list,snapshot,watch, ordiff. Do not invent any. - Pre-baked example counter values. Counter values are device-, firmware-, and traffic-state-specific; a captured value will mislead an operator on a different device.
- Wrappers, parsers, or rewritten copies of the script. The script is the contract; modifying or re-implementing it is out of scope.
- A specific congestion-control tuning recommendation derived from a counter reading. That is a high-stakes domain question — the skill prescribes how to capture the counters; it refuses to translate a delta into a CC parameter change without the user's own domain analysis.
- A
samples/orreference/subtree. This is a thin loader for a documented script; substantive material lives in the script and the public PCC documentation.
Loading order
- Read this
SKILL.mdfirst to confirm the user's question is in scope (reading the device's firmware PCC diagnostic counters; not designing or loading a custom algorithm). - For what the script does, the fixed counter set, the debugfs mechanism, the install-availability overlay, the layered error surface, and the safety posture, see CAPABILITIES.md.
- For the documented invocations —
configure,build,modify,run,test,debug, plus theCommand appendix— see TASKS.md.
Related skills
doca-pcc— the host-side library for writing and loading custom congestion-control kernels onto the DPA. It is a SEPARATE surface: the firmware PCC diagnostic counterspcc_counters.shreads exist independently of any customdoca-pcckernel, but an operator tuning a custom algorithm may read these counters to observe device-level CC behaviour. Conflating the script (firmware counter readout) with the library (custom algorithm load/control) is the most common PCC first-touch error.doca-public-knowledge-map— routing to the public DOCA / PCC documentation set, including the firmware PCC algorithm configuration.doca-version— canonical DOCA version-handling rules. The## Version compatibilitysection inCAPABILITIES.mdis a concise overlay that redirects here.doca-setup— env preparation, install verification, mst tools, debugfs, and the I have no install yet path with the public NGC DOCA container. This skill assumes its preconditions are satisfied.doca-debug— the cross-cutting debug ladder. The PCC counter readout slots in as a read-only device-state evidence source before any congestion-control tuning recommendation is made.doca-programming-guide— general DOCA programming patterns shared across the bundle.
Frequently asked questions about DOCA PCC Counters
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