Official agent skill

Doca Erasure Coding

by NVIDIA in NVIDIA/skills

A skill your agent uses when the user is doing hands-on DOCA Erasure Coding programming on a BlueField DPU, ConnectX NIC, or host — bringing up a docaec context, picking among the create / recover /…

OfficialApache-2.0Auto-check passedDatabases

Install Doca Erasure Coding

skills CLI
$ npx skills add NVIDIA/skills --skill doca-erasure-coding -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install NVIDIA/skills doca-erasure-coding --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/NVIDIA/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/doca-erasure-coding .claude/skills/doca-erasure-coding && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
doca-erasure-coding
GitHub stars
3.5k
Token cost
~4.3k tokens
SKILL.md length
1,898 words
Files
8
Skills in repo
380
Repo updated
First seen
Licence
Apache-2.0

At a glance

A skill your agent uses when the user is doing hands-on DOCA Erasure Coding programming on a BlueField DPU, ConnectX NIC, or host — bringing up a docaec context, picking among the create / recover /…

  • Works in 3 steps: Read this SKILL.md first to confirm the… → **For the EC capability matrix, the… → **For step-by-step workflows —…
  • The user is doing hands-on DOCA Erasure Coding programming on a BlueField DPU
  • SKILL.md covers Example questions this skill…, Audience, When to load this skill and What this skill provides, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Doca Erasure Coding is an agent skill from NVIDIA/skills, published by the product's own GitHub organization. Use this skill when the user is doing hands-on DOCA Erasure Coding programming on a BlueField DPU, ConnectX NIC, or host — bringing up a docaec context, picking among the create / recover / update tasks, choosing matrix type / N / K / block size, querying docaeccap before sizing, setting docammap src/dst permissions, or debugging DOCAERROR returns from docaectask. Trigger even when the user does not name "DOCA Erasure Coding" or "Reed-Solomon" — typical implicit phrasings include "one data block changed, how do I…

Its SKILL.md is about 4.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files (for example `BENCHMARK.md`, `CAPABILITIES.md` and `SKILLCARD.yaml`). Compatibility notes: Requires DOCA SDK installed at /opt/mellanox/doca on Linux (Ubuntu 22.04/24.04 or RHEL/SLES) with a BlueField DPU or ConnectX NIC attached. Reads the user's…

It sits in Databases, covering Database administration. The repository describes itself as: Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end. The licence is Apache-2.0.

When your agent uses it

  • The user is doing hands-on DOCA Erasure Coding programming on a BlueField DPU
  • Host — bringing up a docaec context
  • Picking among the create / recover / update tasks
  • Choosing matrix type / N / K / block size

Example prompts

  • “DOCA Erasure Coding”
  • “Reed-Solomon”
  • “one data block changed, how do I refresh parity without re-encoding”
  • “/doca-erasure-coding”

Requirements

  • Compatibility (from SKILL.md): Requires DOCA SDK installed at /opt/mellanox/doca on Linux (Ubuntu 22.04/24.04 or RHEL/SLES) with a BlueField DPU or ConnectX NIC attached. Reads the user's local install via `pkg-config doca-erasure-coding` and inspects /opt/mellanox/doca/{lib,include,samples,applications}.

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Read this SKILL.md first to confirm the user's question is in
  2. **For the EC capability matrix, the three task types
  3. **For step-by-step workflows — configure, build, modify, run,

What it can do on your machine

Read from SKILL.md and the folder at commit 0e0d506. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • docs.nvidia.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Requires DOCA SDK installed at /opt/mellanox/doca on Linux (Ubuntu 22.04/24.04 or RHEL/SLES) with a BlueField DPU or ConnectX NIC attached. Reads the user's local install via `pkg-config doca-erasure-coding` and inspects /opt/mellanox/doca/{lib,include,samples,applications}.

    From compatibility in the SKILL.md frontmatter.

Context cost

Doca Erasure Coding loads about 4.3k tokens when it runs. Until then it costs about 250 tokens; SKILL.md has 1,898 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~250
When it runs · the whole SKILL.md, loaded when a task matches
~4.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from NVIDIA/skills at commit 0e0d506, republished under its Apache-2.0 licence (© NVIDIA). 1,898 words, ~4,274 tokens.

Download SKILL.mdSave it as .claude/skills/doca-erasure-coding/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.
name
doca-erasure-coding
description
Use this skill when the user is doing hands-on DOCA Erasure Coding programming on a BlueField DPU, ConnectX NIC, or host — bringing up a doca_ec context, picking among the create / recover / update tasks, choosing matrix type / N / K / block size, querying doca_ec_cap_* before sizing, setting doca_mmap src/dst permissions, or debugging DOCA_ERROR_* returns from doca_ec_task_*. Trigger even when the user does not name "DOCA Erasure Coding" or "Reed-Solomon" — typical implicit phrasings include "one data block changed, how do I refresh parity without re-encoding", "a disk failed and 2 parity blocks are gone, can I rebuild", "RAID-6 resilience across 12 disks", "my doca_ec_task_create returns NOT_PERMITTED", or "is this N+K layout still recoverable". Refuse and route elsewhere for non-Reed-Solomon codes (fountain / LDPC / raptor), pure-replication designs, network FEC, or other DOCA accelerator libraries (SHA / Compress / AES-GCM / DMA) — those belong to other skills.
compatibility
Requires DOCA SDK installed at /opt/mellanox/doca on Linux (Ubuntu 22.04/24.04 or RHEL/SLES) with a BlueField DPU or ConnectX NIC attached. Reads the user's local install via `pkg-config doca-erasure-coding` and inspects /opt/mellanox/doca/{lib,include,samples,applications}.
license
Apache-2.0
metadata.kind
library

DOCA Erasure Coding

Where to start: This skill assumes DOCA is already installed and the user is doing hands-on erasure-coding work on a BlueField / ConnectX / host with DOCA. Open TASKS.md if the user wants to do something (configure / build / modify / run / test / debug); open CAPABILITIES.md when the question is what can DOCA Erasure Coding express on this version. If the user has not installed DOCA yet, route to doca-setup first. If the user is asking "should I even use erasure coding here, or just replicate the data?", the path-selection rule in CAPABILITIES.md ## Capabilities and modes is the first stop — erasure coding is a storage-resilience primitive (RAID-6 / distributed file system parity / object-storage erasure-coded buckets), not a network primitive and not a replication substitute.

Example questions this skill answers well

The CLASSES of DOCA Erasure Coding 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.

  • "Should I offload this erasure coding to DOCA, or do it on the CPU — or just replicate the data instead?" — worked example: "I am writing a distributed object store that wants RAID-6-like resilience across 12 disks; is doca-erasure-coding the right primitive, or should I just keep three copies?". Answered by the path-selection table in CAPABILITIES.md ## Capabilities and modes
  • "Does my device support the EC task type, block size, N+K layout, and matrix type I want?" — worked example: "is doca_ec_task_create on this BlueField, what is the maximum block size, what is the cap on N+K, and does the device advertise a Vandermonde Reed-Solomon matrix?". Answered by the per-task + matrix + size capability-query rule (doca_ec_cap_task_create_is_supported, _task_recover_is_supported, _task_update_is_supported, _task_galois_mul_is_supported — the 4th public task on the EC accelerator, doca_ec_cap_get_max_block_size, doca_ec_cap_get_max_buf_list_len, and per-variant doca_ec_matrix_create() constructor success — the public header does NOT ship a doca_ec_cap_get_matrix_* family) in CAPABILITIES.md ## Capabilities and modes
  • "One source block changed — do I have to recompute all the parity from scratch?" — worked example: "I have 8 data + 4 parity blocks on disk; one data block was just rewritten. How do I express the parity update without re-running the full encode?". Answered by the doca_ec_task_update row in the task-type table in CAPABILITIES.md ## Capabilities and modes
  • "K of my N+K blocks went missing — how do I reconstruct them?" — worked example: "a disk failed; the 8 data blocks are intact but 2 of the 4 parity blocks are gone; can DOCA recover them?". Answered by the doca_ec_task_recover row in the task-type table in CAPABILITIES.md ## Capabilities and modes
    • the recover smoke (encode → drop a block → recover → bit-compare) in TASKS.md ## test.
  • "What permissions does the source / destination mmap need?" — worked example: "my doca_ec_task_create returns DOCA_ERROR_NOT_PERMITTED". Answered by the permission matrix in CAPABILITIES.md ## Safety policy
  • "Is this DOCA Erasure Coding API available on my installed DOCA version?" — worked example: "is doca_ec_task_update in the DOCA I have installed, or do I have to recompute parity from scratch?". Answered by the version-compatibility overlay in CAPABILITIES.md ## Version compatibility, which cross-links the canonical detection chain in doca-version and adds the EC-specific "discover per-task support + matrix type via cap query" bullets.
  • "What does this DOCA_ERROR_* from an EC call mean and which layer caused it?" — worked example: "DOCA_ERROR_INVALID_VALUE on doca_ec_task_create_allocate_init with block_size = 4 MiB". Answered by the EC overlay on the cross-library taxonomy in CAPABILITIES.md ## Error taxonomy

Audience

This skill serves external developers building applications that consume the DOCA Erasure Coding library — i.e., users whose code calls doca_ec_* (directly in C/C++, or through FFI/bindings from another language) to offload Reed-Solomon erasure coding onto a BlueField DPU or ConnectX accelerator. It is not for NVIDIA developers contributing to DOCA Erasure Coding itself.

The canonical fit is distributed storage: RAID-6-style block layouts, distributed file system parity, object-storage erasure-coded buckets, and any data-durability workload where the N data + K redundancy block model lets the system tolerate K simultaneous block losses without data loss. The skill keeps the agent oriented to that domain: erasure coding is operationally distinct from pure replication (which keeps M whole copies) and from RAID-6 the disk layout (which is one specific instance of the N=k, K=2 case); confusing them produces wrong recommendations.

Language scope. DOCA Erasure Coding ships as a C library with pkg-config module name doca-erasure-coding. The shipped samples are written in C. C and C++ consumers are the canonical case and the worked examples in TASKS.md assume that path. Other-language consumers (Rust, Go, Python, …) consume the same *.so through FFI or language-specific bindings; the skill's contribution in that case is to keep the lifecycle, capability-discovery, permission, error-taxonomy, and create-vs-recover-vs-update guidance language-neutral, and to route the agent to the public 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 Erasure Coding work, in any language. Concretely:

  • Initializing a doca_ec context on a doca_dev and configuring at least one task type (doca_ec_task_create, doca_ec_task_recover, and/or doca_ec_task_update) before doca_ctx_start().
  • Choosing between the create task (encode N data blocks into K redundancy blocks), the recover task (reconstruct up to K missing blocks given the surviving subset), and the update task (incrementally update redundancy blocks when one source block changes — much cheaper than re-encoding from scratch).
  • Picking the coding parameters: matrix type / coding scheme (typically Vandermonde or Cauchy for Reed-Solomon), N (number of data blocks), K (number of redundancy blocks), and block size (all blocks the same size).
  • Setting permissions on doca_mmap correctly for the source buffers — data blocks for create, data + parity for recover — (DOCA_ACCESS_FLAG_LOCAL_READ_ONLY at minimum) and the destination buffers — redundancy blocks for create, recovered blocks for recover, updated parity for update — (DOCA_ACCESS_FLAG_LOCAL_READ_WRITE).
  • Sizing blocks against doca_ec_cap_get_max_block_size(devinfo) and N+K against doca_ec_cap_get_max_buf_list_len(devinfo, &max_buf_list_len).
  • Checking which task types and matrix schemes this device's accelerator advertises via the doca_ec_cap_task_*_is_supported (including the 4th task _task_galois_mul_is_supported) and per-variant doca_ec_matrix_create() constructor success — the public header does NOT ship a doca_ec_cap_get_matrix_* families against the active doca_devinfo.
  • Validating against a known-vector recover smoke (encode a small N + K layout, simulate one block loss, recover, bit-compare against the original block) before pushing bulk storage data through the accelerator.
  • Recognising when update is the right task (single source block changed in an existing N + K layout — doca_ec_task_update is far cheaper than recomputing all K parity blocks via a fresh doca_ec_task_create).
  • Debugging a DOCA_ERROR_* returned from an EC call (lifecycle vs. block-size vs. N+K vs. matrix-type vs. permission vs. queue pressure) and the task-completion event on the progress engine.
  • Designing or extending non-C bindings (Rust, Go, Python, …) that wrap the EC C ABI — for the lifecycle, permission, capability, and create-vs-recover-vs-update rules the wrapper must honor.

Do not load this skill for general DOCA orientation, install of DOCA itself, non-Reed-Solomon erasure codes (fountain codes, LDPC — those belong on a CPU library, not the DOCA accelerator), pure replication / mirroring designs (erasure coding is the wrong primitive when one extra copy is the right answer), or other DOCA libraries. For those, use doca-public-knowledge-map.

Show full SKILL.md (700 more words)Show less

What this skill provides

This is a thin loader. The body keeps only the orientation needed to pick the right next file. The substantive EC-specific material lives in two companion files:

  • CAPABILITIES.md — what DOCA Erasure Coding can express on this version: the three task types (create / recover / update, each independently capability-gated), the matrix-type + N + K + block-size configuration surface, the capability-query family (doca_ec_cap_* for task support, max block size, max N+K, supported matrix types), the EC error taxonomy (mapped onto the cross-library DOCA_ERROR_* set), the observability surface (per-task completion events on the progress engine), the safety policy that gates source / destination mmap permission decisions, and the path-selection rule (when to use doca-erasure-coding versus a CPU EC library versus pure replication versus RAID-6 on disk).
  • TASKS.md — step-by-step workflows for the six in-scope EC verbs: configure, build, modify, run, test, debug. 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. It does not cover installing DOCA — that path goes through doca-setup.

What this skill deliberately does not ship

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:

  • Pre-written DOCA EC application source code, in any language. The verified EC source code is the shipped C samples at /opt/mellanox/doca/samples/doca_erasure_coding/. The agent's job is to route the user to those files and prescribe a minimum-diff modification on them via the universal modify-a-sample workflow in doca-programming-guide, layered with the EC-specific overrides in TASKS.md ## modify.
  • Pre-computed parity tables for arbitrary N + K layouts. The skill tells the agent to use a known-vector smoke (encode a tiny N + K layout from a fixed input, simulate losing one block, recover, bit-compare against the original) as the smoke before bulk; it does not ship a vector bank of its own.
  • Standalone build manifests (meson.build, CMakeLists.txt, Cargo.toml, …) parked inside the skill. The agent constructs the build manifest in the user's project directory against the user's installed DOCA, where pkg-config --modversion doca-erasure-coding is the source of truth.
  • A samples/, bindings/, or reference/ subtree of any kind. A mock or incomplete artifact in this skill's tree, even one labeled "reference", is misleading: users will read it as buildable.

Loading order

  1. Read this SKILL.md first to confirm the user's question is in scope (storage-domain resilience — N data + K redundancy blocks — and not a network or replication question misclassified as erasure coding).
  2. For the EC capability matrix, the three task types (create / recover / update), the matrix-type + N + K + block-size configuration surface, the capability-query rules, permission matrix, error taxonomy, observability, and safety / path-selection policy, see CAPABILITIES.md.
  3. For step-by-step workflows — configure, build, modify, run, test, debug — see TASKS.md.

Both companion files cross-link to each other, doca-version for the canonical version-handling rules, and doca-public-knowledge-map whenever the right answer is "look it up in the public docs or the installed package layout" rather than "EC-specific guidance".

  • doca-public-knowledge-map — the routing table for every public DOCA documentation source and the on-disk layout of an installed DOCA package. The DOCA Erasure Coding page lives at https://docs.nvidia.com/doca/sdk/DOCA-Erasure-Coding/index.html; the install-tree layout (samples directory, header location) belongs to the public knowledge map, not to this skill.
  • doca-setup — 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.
  • doca-version — canonical DOCA version-handling rules. This skill's ## Version compatibility cross-links the four-way match rule and adds only the EC-specific "discover per-task support + supported matrix types + max block size + max N+K via cap query" overlay.
  • doca-structured-tools-contract — the bundle's structured-tools precedence rule (detect / prefer / fall back / report). The Command appendix in TASKS.md honors this contract.
  • 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 universal lifecycle, the cross-library DOCA_ERROR_* taxonomy, and the program-side debug order. This skill layers EC specifics on top.
  • doca-debug — the cross-cutting debug ladder (install / version / build / link / runtime / program / driver). EC-specific debug (task-not-supported, matrix-type-unsupported, block-size-over-max, N+K-over-max, recover-with-too-many-missing) overlays on top of that ladder.

© NVIDIA, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 7 other files in skills/doca-erasure-coding of NVIDIA/skills.

  • SKILL.md
  • BENCHMARK.md
  • CAPABILITIES.md
  • SKILLCARD.yaml
  • TASKS.md
  • evals/evals.json
  • skill-card.md
  • skill.oms.sig

Open the folder on GitHubat commit 0e0d506

Compare with similar skills

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Questions about Doca Erasure Coding

What does Doca Erasure Coding do?

A skill your agent uses when the user is doing hands-on DOCA Erasure Coding programming on a BlueField DPU, ConnectX NIC, or host — bringing up a docaec context, picking among the create / recover /…. Doca Erasure Coding is an agent skill from NVIDIA/skills, published by the product's own GitHub organization. Use this skill when the user is doing hands-on DOCA Erasure Coding programming on a BlueField DPU, ConnectX NIC, or host — bringing up a docaec context, picking among the create / recover / update tasks, choosing matrix type / N / K / block size, querying docaeccap before sizing, setting docammap src/dst permissions, or debugging DOCAERROR returns from docaectask.

When should I use Doca Erasure Coding?

Doca Erasure Coding fits situations like: the user is doing hands-on DOCA Erasure Coding programming on a BlueField DPU; host — bringing up a docaec context; picking among the create / recover / update tasks; choosing matrix type / N / K / block size.

How do I install Doca Erasure Coding in Claude Code?

Run `npx skills add NVIDIA/skills --skill doca-erasure-coding -a claude-code`. Or copy the skill folder (skills/doca-erasure-coding in NVIDIA/skills) into .claude/skills/doca-erasure-coding in your project. Claude Code loads it when a task matches its description.

How do I install Doca Erasure Coding in Codex?

Run `npx skills add NVIDIA/skills --skill doca-erasure-coding -a codex`. Or copy the skill folder (skills/doca-erasure-coding in NVIDIA/skills) into .agents/skills/doca-erasure-coding in your project. Codex loads it when a task matches its description.

Can I use Doca Erasure Coding in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add NVIDIA/skills --skill doca-erasure-coding -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/doca-erasure-coding, .gemini/skills/doca-erasure-coding, .github/skills/doca-erasure-coding and .opencode/skills/doca-erasure-coding in your project.

What does Doca Erasure Coding need to run?

SKILL.md names no scripts, command-line tools or credentials: Doca Erasure Coding is instructions for the agent only. Compatibility (from SKILL.md): Requires DOCA SDK installed at /opt/mellanox/doca on Linux (Ubuntu 22.04/24.04 or RHEL/SLES) with a BlueField DPU or ConnectX NIC attached. Reads the user's local install via `pkg-config doca-erasure-coding` and inspects /opt/mellanox/doca/{lib,include,samples,applications}. .

Does Doca Erasure Coding access the network?

SKILL.md names 1 domain. As links in the text: docs.nvidia.com. This is read from the text; nothing was executed.

Is Doca Erasure Coding safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Doca Erasure Coding use?

Doca Erasure Coding is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Doca Erasure Coding use?

About 4.3k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Doca Erasure Coding?

Skills that share tags, products or a category with Doca Erasure Coding: Hybrid Cloud Outboxes (getsentry/sentry, 45k stars), Sea Orm 2 (FlyinPancake/yoink, 112 stars), Redis Clustering (redis/agent-skills, 165 stars) and DB Admin (EliasOulkadi/shokunin, 114 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Doca Erasure Coding?

NVIDIA (a GitHub organization, an official publisher) maintains it in NVIDIA/skills, which has 3,534 GitHub stars. The repository holds 380 skills in this directory. The repository was last updated on October 7, 2026.

Source: NVIDIA/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.