mcpbeat

Doca Pcc Counters

nvidia/doca-pcc-counters

> Use this skill when the user is invoking the DOCA PCC Counters tool — the `pcc_counters.sh` bash script under the DOCA tools directory — to arm and read the fixed firmware/hardware PCC (Programmable Congestion Control) diagnostic counters (CNP, RTT, WRED-drop, etc.) on a ConnectX / BlueField device via mst + the mlx5 debugfs `diag_cnt` interface. The script takes two positional args — `set | query` and an mst device path — with no `--help` or subcommands. Trigger even without "pcc_counters.sh" or "PCC "PCC counter stuck at zero", "the script says Bad Device", or "is congestion control dropping packets on this port?". Route elsewhere for writing a custom PCC algorithm (doca-pcc), factory firmware PCC config, DOCA install, or fleet-wide CC tuning.

15k tokens
context cost
the whole folder, loaded on every use
8
files
instructions only
0
copies elsewhere
how many repositories repackaged it
2778
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/NVIDIA/skills --skill doca-pcc-counters

What comes with it

47 166 bytes besides the instruction
BENCHMARK.md
CAPABILITIES.md
SKILLCARD.yaml
TASKS.md
evals/evals.json
skill-card.md
skill.oms.sig

The instruction itself

8 sections, as written by the author

DOCA 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 in

CAPABILITIES.md ## Capabilities and modes

+ the set-then-query invocation in

TASKS.md ## run.

  • "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) in

TASKS.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 in

CAPABILITIES.md ## Error taxonomy

+ TASKS.md ## debug.

  • **"A counter is stuck at zero — is the device idle, the

counters not armed, or genuinely no events?"** — worked

example: *"PCC_CNP_COUNT reads 0 after query"*. Answered

by the arm-before-read rule and the layered diagnosis in

TASKS.md ## debug +

CAPABILITIES.md ## Error taxonomy.

  • "Is this script on my install, and where?" — worked

example: *"is pcc_counters.sh present and where does the

install put it"*. Answered by the install overlay in

CAPABILITIES.md ## Version compatibility,

which redirects to the canonical

doca-version rules.

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-pcc algorithm's

effect with the device-level PCC diagnostic counters

(the script reads the firmware counters; the custom

algorithm itself is a separate surface owned by

doca-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 set on a target mst

device.

  • Reading the armed counters with query and 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 — what pcc_counters.sh does: the exact

two-operation surface (set arms the device's diagnostic

counters by writing counter IDs + params to debugfs;

query reads the diag_cnt/dump and prints the named

counters), the FIXED firmware / HW counter set it knows

(PCC_CNP_COUNT, the MAD_RTT_PERF_CONT_*, the

*_EVENT_WRED_DROP family, HANDLED_*_EVENTS, the

DROP_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 to

doca-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 flags set as 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 (the set-then-query

sequence), test (confirm the dump contains the named

counters with finite values), debug (the layered

diagnosis ladder), plus a Deferred task verbs block and a

Command 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.sh has

exactly two operations (set, query), takes exactly two

positional arguments, and has NO --help, --version,

list, snapshot, watch, or diff. 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/ or reference/ 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.md first 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 the `Command

appendix` — see TASKS.md.**

  • 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 counters pcc_counters.sh reads

exist independently of any custom doca-pcc kernel, 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 compatibility

section in CAPABILITIES.md is 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.

How to use it

Copy the folder

Take nvidia/doca-pcc-counters from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.