Agent Skill
Doca Common skill
doca-commonNVIDIA/skillsskills/doca-common/SKILL.md
Use this skill whenever the user is doing hands-on DOCA programming on a BlueField DPU or ConnectX NIC and needs the foundation primitives every per-library context rests on — walking the doca_ctx lifecycle, discovering doca_dev / doca_devinfo and gating on doca_*_cap_* before trusting a feature, wiring doca_mmap / doca_buf_inventory / doca_buf for zero-copy I/O across libraries, driving doca_pe for completions, or DOCA Log's two-tier (--sdk-log-level vs app-side) model. Trigger even when the user does not say "DOCA Common" — typical implicit phrasings include "my tasks submit but nothing completes", "DOCA_ERROR_BAD_STATE from doca_ctx_start", "--sdk-log-level does nothing for my DOCA_LOG_DBG lines", "share a buf between doca_dma and doca_rdma", or "crashes far from the offending line". Refuse and route elsewhere for per-library questions in isolation (load doca-flow / doca-rdma / doca-eth alongside), installing DOCA (doca-setup), or doc lookup (doca-public-knowledge-map).
always on
242 tokname + description
once used
3,495 tokSKILL.md body
bundled files
796 KB
repo stars
3.7kGitHub
Install the Doca Common skill
Skills CLI (Claude Code, Codex, Cursor and others)
npx skills add https://github.com/NVIDIA/skills --skill doca-common
Claude Code, by hand (all projects)
git clone --depth 1 https://github.com/NVIDIA/skills.git /tmp/skills mkdir -p ~/.claude/skills cp -R /tmp/skills/skills/doca-common ~/.claude/skills/doca-common
For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.
What it costs your context
Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.
| When | What loads | Cost |
|---|---|---|
| Every session | Name and description | 242 tok |
| When the agent uses it | The SKILL.md instructions | 3,495 tok |
| Only if opened | 7 bundled files (96 KB) | varies |
Until it is used, doca-common costs about 5.6× less than the median MCP server we measured (1,363 tokens on every turn). Installing all 150 skills from NVIDIA/skills would load 20,796 tokens of descriptions. Skills vs MCP study
Checks
Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.
Checked 2026-10-22 · method
What's inside
The headings of its SKILL.md. Read the full file on GitHub.
- DOCA Common
- Examples
- Instructions
- Example questions this skill answers well
- Audience
- Language scope
- When to load this skill
- What this skill provides
- What this skill deliberately does not ship
- Loading order
- Related skills
More skills from NVIDIA/skills
- accelerated-computing-cudfNVIDIA/skills
Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.
3.7k2356 tok idle · 2,307 in use - ambient-healthcare-agent-with-nemotron-voice-agentNVIDIA/skills
Customize NVIDIA Nemotron Voice Agent's Generic Pipecat example for healthcare appointment, five-field patient intake, or custom tool-calling workflows without a separate backend.
3.7k1744 tok idle · 2,849 in use - amc-run-rtsp-calibrationNVIDIA/skills
Calibrate a new dataset from live RTSP camera streams via the AutoMagicCalib REST API. Use when the user provides RTSP URLs or asks to calibrate live cameras; VIOS records clips, AMC ingests them, then runs calibration.
3.7k159 tok idle · 4,607 in use - amc-run-sample-calibrationNVIDIA/skills
Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC microservice. Use when user says 'test sample dataset', 'run sample calibration', 'verify AMC install', or 'launch and test'.
3.7k164 tok idle · 3,627 in use - amc-run-video-calibrationNVIDIA/skills
Calibrates pre-recorded `cam_*.mp4` datasets through the AutoMagicCalib REST API. Use for user-supplied local MP4s; route live RTSP streams to `amc-run-rtsp-calibration`.
3.7k157 tok idle · 4,576 in use - amc-setup-calibration-stackNVIDIA/skills
Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose. Use when user says 'deploy auto calibration', 'launch auto calibration', 'launch AMC', 'start MS+UI', or 'set up auto-magic-calib'. Requires NGC API key.
3.7k67 tok idle · 4,277 in use - boltz2-nimNVIDIA/skills
Use Boltz2 NIM for biomolecular structure prediction and binding affinity. Invoke for Boltz2, protein structures, protein-ligand/DNA/RNA complexes, SMILES or CCD ligands, pIC50/IC50 affinity scoring, mmCIF output, hosted NVIDIA API calls, or local Docker deployment.
3.7k71 tok idle · 1,433 in use - cdf-anomalygenNVIDIA/skills
Use when running the CDF AnomalyGen pipeline over a defect dataset — mask placement, fine-tuning, synthetic defect-image generation (SDG), evaluation, quality refinement, and pseudo-labeling — even when the user names only one stage.
3.7k54 tok idle · 9,563 in use