NVIDIA-NeMo/labs-OO-Agents

NVIDIA Object Oriented Agents: the Pythonic way to build AI Agents.

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19Mods indexed here, across every type
todayLast push, which is what freshness is scored on
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grid-game-solver

01

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Solve an interactive grid game iteratively — observe, hypothesize, experiment, record knowledge, and submit action sequences until every level is won.

not rated 2.0k +38 today A 33 tokens

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Solve an interactive grid game by learning a compressed world model (encode state to a latent z, learn a predict function), planning action sequences by search over it, and recording hypotheses, plans and knowledge to memory.

not rated 2.0k +38 today A 47 tokens

frontend-design

03

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI).…

not rated 2.0k +38 today A 77 tokens

context-blocks

04

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

How to manage context blocks (system prompt sections) in NOOA. Use when configuring what appears in an agent's LLM prompt — adding, overriding, suppressing, or positioning blocks. Covers the unified Context API, well-known framework keys, and the declarative/runtime interface.

not rated 2.0k +38 today A 60 tokens

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Author agents with NVIDIA-labs Object Oriented Agents (NOOA). Use when writing or modifying an Agent subclass, agentic methods (ellipsis bodies), docstring prompts, structured output contracts, strategy selection (CodeAct/Predict), visibility control, orchestrators, or subagent composition.

not rated 2.0k +38 today A 0 tokens

nooa-agentdoc

06

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Make NOOA agent types render useful documentation for the LLM — doc(), spec(), hidden, Annotated field descriptions, and pformat/pprint tuning. Use when designing Pydantic models/dataclasses the LLM will see, controlling what appears in doc(self), hiding internals, adding field descriptions, fixing noisy or missing…

not rated 2.0k +38 today A 79 tokens

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Capture execution traces from NOOA. Use when instrumenting an agent run, writing traces to JSONL files, sending traces to the viewer or an OTLP/Langfuse/Phoenix backend, controlling which methods are traced, or when traces are mysteriously missing.

not rated 2.0k +38 today A 62 tokens

nooa-channels

08

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Reactive input for NOOA agents — Channel/QueueManager for queued and event-mode input, race() turn dispatch, spawn() background jobs with JobHandle, and the bundled producers (monitor a shell command, cron ticks, one-shot timers, file tails). Use when an agent must react to external input mid-run — user messages, CI…

not rated 2.0k +38 today A 91 tokens

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Advanced tuning of NOOA strategies — CodeAct prefill (understanding, disabling, custom, pre-ellipsis code), loop guards (maxiterations, retries, text-only stop), truncation tuning (TruncationConfig/CaptureConfig/FormatConfig), code restrictions (RestrictionsConfig), execution environment internals, and PredictStrategy…

not rated 2.0k +38 today A 115 tokens

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Manage what a NOOA agent sees and remembers — context blocks, event history and queries, history summarization, and persistent memory/storage. Use when pinning information into the system prompt, querying past events, bounding context growth in long conversations, or persisting agent state.

not rated 2.0k +38 today A 60 tokens

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Intercept and observe NOOA execution — middleware via eventmanager.intercept() (guardrails, input/output transforms, blocking), event observers via eventmanager.on() (react to Task/Error/LLMComplete/turn events), and the InstrumentationHooks protocol for observability backends. Use when adding guardrails, redacting or…

not rated 2.0k +38 today A 103 tokens

nooa-self-extending

12

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Let NOOA agents extend themselves — persistent skill libraries the agent writes and hot-reloads (SkillWriting / self.libs, LibraryManager), in-cell helper functions and standalone @strategy sub-calls (MethodWriting), and @slashcommand user actions. Use when an agent should accumulate reusable code across sessions…

not rated 2.0k +38 today A 90 tokens

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Give a NOOA agent capabilities — methods as tools, built-in tools (ShellTools, TodoManager), MCP servers, agent skills (Skill/TextSkill/SkillRegistry), and multimodal media. Use when adding tools or external integrations to an agent, wiring MCP, or packaging reusable guidance as an agent skill.

not rated 2.0k +38 today A 69 tokens

nooa-trace-explorer

14

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Analyze NOOA execution traces programmatically with the trace-explorer CLI and Python API. Use when debugging why an agent run failed, inspecting LLM turns and code executions, diffing two runs, aggregating errors across an eval experiment, or root-causing behavior from a trace file or viewer session.

not rated 2.0k +38 today A 67 tokens

nooa-trace-viewer

15

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Run and use the NOOA trace viewer — the web UI + OTLP receiver for browsing agent traces and eval results. Use when starting the viewer, importing/exporting/deleting traces, querying the viewer's REST API, or wiring an agent run so traces show up at localhost:5001.

not rated 2.0k +38 today A 66 tokens

refine-agent-prompt

16

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Render and refine the system prompt of a nooa agent. Use when the user wants to inspect, debug, or improve an agent's prompt, context blocks, or tool documentation.

not rated 2.0k +38 today A 42 tokens

trace-explorer

17

NVIDIA-NeMo/labs-OO-Agents

Skill Claude CodeCodex

Explore and debug agent execution traces. Use when the user asks to analyze a trace, debug an agent run, investigate errors in a trace, or when they paste a trace-explorer prompt from the viewer UI.

not rated 2.0k +38 today A 46 tokens

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